标签:not found 吞吐量 partition bsp import inpu only lan 作用
Kafka是一种高吞吐量的分布式发布订阅消息系统,它可以处理消费者规模的网站中的所有动作流数据。Kafka如下特性,受到诸多公司的青睐。
1、高吞吐量:即使是非常普通的硬件Kafka也可以支持每秒数百万的消息(核心目标之一)。
2、支持通过Kafka服务器和消费机集群来分区消息
…………
Kafka的作用我就不在这BB了,大家可以瞅瞅http://blog.jobbole.com/75328/,总结的非常好。
Kafka监控的几个指标
1、lag:多少消息没有消费
2、logsize:Kafka存的消息总数
3、offset:已经消费的消息
lag = logsize - offset, 主要监控lag是否正常
crontab设置每分钟执行spoorer.py
# -*- coding:utf-8 -*- import os, sys, time, json, yaml from kazoo.client import KazooClient from kazoo.exceptions import NoNodeError from kafka import (KafkaClient, KafkaConsumer) class spoorerClient(object): def __init__(self, zookeeper_hosts, kafka_hosts, zookeeper_url=‘/‘, timeout=3, log_dir=‘/tmp/spoorer‘): self.zookeeper_hosts = zookeeper_hosts self.kafka_hosts = kafka_hosts self.timeout = timeout self.log_dir = log_dir self.log_file = log_dir + ‘/‘ + ‘spoorer.log‘ self.kafka_logsize = {} self.result = [] self.log_day_file = log_dir + ‘/‘ + ‘spoorer_day.log.‘ + str(time.strftime("%Y-%m-%d", time.localtime())) self.log_keep_day = 1 try: f = file(os.path.dirname(os.path.abspath(__file__)) + ‘/‘ + ‘spoorer.yaml‘) self.white_topic_group = yaml.load(f) except IOError as e: print ‘Error, spoorer.yaml is not found‘ sys.exit(1) else: f.close() if self.white_topic_group is None: self.white_topic_group = {} if not os.path.exists(self.log_dir): os.mkdir(self.log_dir) for logfile in [x for x in os.listdir(self.log_dir) if x.split(‘.‘)[-1] != ‘log‘ and x.split(‘.‘)[-1] != ‘swp‘]: if int(time.mktime(time.strptime(logfile.split(‘.‘)[-1], ‘%Y-%m-%d‘))) < int(time.time()) - self.log_keep_day * 86400: os.remove(self.log_dir + ‘/‘ + logfile) if zookeeper_url == ‘/‘: self.zookeeper_url = zookeeper_url else: self.zookeeper_url = zookeeper_url + ‘/‘ def spoorer(self): try: kafka_client = KafkaClient(self.kafka_hosts, timeout=self.timeout) except Exception as e: print "Error, cannot connect kafka broker." sys.exit(1) else: kafka_topics = kafka_client.topics finally: kafka_client.close() try: zookeeper_client = KazooClient(hosts=self.zookeeper_hosts, read_only=True, timeout=self.timeout) zookeeper_client.start() except Exception as e: print "Error, cannot connect zookeeper server." sys.exit(1) try: groups = map(str,zookeeper_client.get_children(self.zookeeper_url + ‘consumers‘)) except NoNodeError as e: print "Error, invalid zookeeper url." zookeeper_client.stop() sys.exit(2) else: for group in groups: if ‘offsets‘ not in zookeeper_client.get_children(self.zookeeper_url + ‘consumers/%s‘ % group): continue topic_path = ‘consumers/%s/offsets‘ % (group) topics = map(str,zookeeper_client.get_children(self.zookeeper_url + topic_path)) if len(topics) == 0: continue for topic in topics: if topic not in self.white_topic_group.keys(): continue elif group not in self.white_topic_group[topic].replace(‘ ‘,‘‘).split(‘,‘): continue partition_path = ‘consumers/%s/offsets/%s‘ % (group,topic) partitions = map(int,zookeeper_client.get_children(self.zookeeper_url + partition_path)) for partition in partitions: base_path = ‘consumers/%s/%s/%s/%s‘ % (group, ‘%s‘, topic, partition) owner_path, offset_path = base_path % ‘owners‘, base_path % ‘offsets‘ offset = zookeeper_client.get(self.zookeeper_url + offset_path)[0] try: owner = zookeeper_client.get(self.zookeeper_url + owner_path)[0] except NoNodeError as e: owner = ‘null‘ metric = {‘datetime‘:time.strftime("%Y-%m-%d %H:%M:%S", time.localtime()), ‘topic‘:topic, ‘group‘:group, ‘partition‘:int(partition), ‘logsize‘:None, ‘offset‘:int(offset), ‘lag‘:None, ‘owner‘:owner} self.result.append(metric) finally: zookeeper_client.stop() try: kafka_consumer = KafkaConsumer(bootstrap_servers=self.kafka_hosts) except Exception as e: print "Error, cannot connect kafka broker." sys.exit(1) else: for kafka_topic in kafka_topics: self.kafka_logsize[kafka_topic] = {} partitions = kafka_client.get_partition_ids_for_topic(kafka_topic) for partition in partitions: offset = kafka_consumer.get_partition_offsets(kafka_topic, partition, -1, 1)[0] self.kafka_logsize[kafka_topic][partition] = offset with open(self.log_file,‘w‘) as f1, open(self.log_day_file,‘a‘) as f2: for metric in self.result: logsize = self.kafka_logsize[metric[‘topic‘]][metric[‘partition‘]] metric[‘logsize‘] = int(logsize) metric[‘lag‘] = int(logsize) - int(metric[‘offset‘]) f1.write(json.dumps(metric,sort_keys=True) + ‘\n‘) f1.flush() f2.write(json.dumps(metric,sort_keys=True) + ‘\n‘) f2.flush() finally: kafka_consumer.close() return ‘‘ if __name__ == ‘__main__‘: check = spoorerClient(zookeeper_hosts=‘zookeeperIP地址:端口‘, zookeeper_url=‘znode节点‘, kafka_hosts=‘kafkaIP:PORT‘, log_dir=‘/tmp/log/spoorer‘, timeout=3) print check.spoorer()
格式:
kafka_topic_name:
group_name1,
group_name2,
(group名字缩进4个空格,严格按照yaml格式)
{"datetime": "2016-03-18 11:36:02", "group": "group_name1", "lag": 73, "logsize": 28419259, "offset": 28419186, "owner": "消费partition线程", "partition": 3, "topic": "kafka_topic_name"}
monitor_kafka.sh脚本检索spoorer.log文件,并配合zabbix监控
#!/bin/bash topic=$1 group=$2 #$3可取值lag、logsize、offset class=$3 case $3 in lag) echo "`cat /tmp/log/spoorer/spoorer.log | grep -w \\"${topic}\\" | grep -w \\"${group}\\" |awk -F‘[ ,]‘ ‘{sum+=$9}‘END‘{print sum}‘`" ;; logsize) echo "`cat /tmp/log/spoorer/spoorer.log | grep -w \\"${topic}\\" | grep -w \\"${group}\\" |awk -F‘[ ,]‘ ‘{sum+=$12}‘END‘{print sum}‘`" ;; offset) echo "`cat /tmp/log/spoorer/spoorer.log | grep -w \\"${topic}\\" | grep -w \\"${group}\\" |awk -F‘[ ,]‘ ‘{sum+=$15}‘END‘{print sum}‘`" ;; *) echo "Error input:" ;; esac exit 0
zabbix_agentd.conf扩展配置
UserParameter=kafka.lag[*],/usr/local/zabbix-2.4.5/script/monitor_kafka.sh $1 $2 lag UserParameter=kafka.offset[*],/usr/local/zabbix-2.4.5/script/monitor_kafka.sh $1 $2 offset UserParameter=kafka.logsize[*],/usr/local/zabbix-2.4.5/script/monitor_kafka.sh $1 $2 logsize
zabbix设置Key
kafka.lag[kafka_topic_name,group_name1] kafka.logsize[kafka_topic_name,group_name1] kafka.offset[kafka_topic_name,group_name1]
报警的Trigger触发规则也是对lag的值做报警,具体阀值设置为多少,还是看大家各自业务需求了。
接收告警消息可以选择邮件和短信、网上教程也比较多,教程帖子:
http://www.iyunv.com/thread-22904-1-1.html 10 http://www.iyunv.com/thread-40998-1-1.html 12
如果觉得自己搞这些比较麻烦的话,也可以试试 OneAlert 一键集成zabbix,短信、电话、微信、APP啥都能搞定,还免费,用着不错。
http://www.onealert.com/activity/zabbix.html 37
标签:not found 吞吐量 partition bsp import inpu only lan 作用
原文地址:https://www.cnblogs.com/xionggeclub/p/9087141.html