码迷,mamicode.com
首页 > Web开发 > 详细

新版flume+kafka+storm安装部署

时间:2016-08-10 09:58:06      阅读:481      评论:0      收藏:0      [点我收藏+]

标签:

安装步骤:

1.版本介绍:
zookeeper3.4.6
flume-ng1.6
kafka2.10-0.8.2
storm0.9.5


2.安装zookeeper
1.下载最新release版zookeeper
2.修改zookeeper配置文件
$zookeeper_home/conf
$ cp zoo_sample.cfg zoo_sample.cfg.bak
$ mv zoo_sample.cfg zoo.cfg

修改zoo.cfg中的zookeeper保存临时文件的路径
在$zookeeper_home的根目录下创建tmp目录
vi zoo.cfg
找到 dataDir=/tmp/zookeeper 改为 刚才创建的目录
3.验证zookeeper是否启动成功
进入$zookeeper_home/bin目录下执行
mylover:bin luobao$ shzkServer.sh start
显示如下内容表示成功
JMX enabled by default
Using config: /Users/luobao/study/zookeeper-3.4.6/bin/../conf/zoo.cfg
-n Starting zookeeper ...
STARTED

3.安装storm
1.下载最新release版storm
2.解压压缩包并配置storm的环境变量
3.验证storm是否能启动
注:启动storm之前必须启动zookeeper
依次启动:
$storm nimbus
$storm supervisor
$storm ui
打开浏览器地址http://localhost:8080 看到如下界面表示启动成功
技术分享

4.安装kafka
1.下载对应scala版本的kafka
2.启动并验证kafka
启动及测试命令:
下面的启动步骤是从kafka官网复制来的,之前使用的是kafka0.8.0,发现命令都和0.8.2不同。

Step 1: Download the code 
Download the 0.8.2.0 release and un-tar it.
> tar -xzf kafka_2.10-0.8.2.0.tgz
> cd kafka_2.10-0.8.2.0

Step 2: Start the server

Kafka uses ZooKeeper so you need to first start a ZooKeeper server if you don‘t already have one. You can use the convenience script packaged with kafka to get a quick-and-dirty single-node ZooKeeper instance.

> bin/zookeeper-server-start.sh config/zookeeper.properties
[2013-04-22 15:01:37,495] INFO Reading configuration from: config/zookeeper.properties (org.apache.zookeeper.server.quorum.QuorumPeerConfig)
...
Now start the Kafka server:
> bin/kafka-server-start.sh config/server.properties
[2013-04-22 15:01:47,028] INFO Verifying properties (kafka.utils.VerifiableProperties)
[2013-04-22 15:01:47,051] INFO Property socket.send.buffer.bytes is overridden to 1048576 (kafka.utils.VerifiableProperties)
...

Step 3: Create a topic

Let‘s create a topic named "test" with a single partition and only one replica:
> bin/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 1 --partitions 1 --topic test
We can now see that topic if we run the list topic command:
> bin/kafka-topics.sh --list --zookeeper localhost:2181
test
Alternatively, instead of manually creating topics you can also configure your brokers to auto-create topics when a non-existent topic is published to.

Step 4: Send some messages

Kafka comes with a command line client that will take input from a file or from standard input and send it out as messages to the Kafka cluster. By default each line will be sent as a separate message.

Run the producer and then type a few messages into the console to send to the server.

> bin/kafka-console-producer.sh --broker-list localhost:9092 --topic test 
This is a message
This is another message

Step 5: Start a consumer

Kafka also has a command line consumer that will dump out messages to standard output.
bin/kafka-console-consumer.sh --zookeeper localhost:2181 --topic test --from-beginning
This is a message
This is another message

storm 和kafka准备就绪了,现在让我们把他们结合起来使用。
kafka和storm整合
以maven方式将该项目导入eclipse中,等所有依赖包下载好后我们就来写自己的topology吧
我这里写了三个topology提供给大家作为参考
技术分享
我们运行MykafkaTopology后,回到上文中kafka的命令终端,输入测试单词,即可在控制台看到处理日志,当然程序在我们手里debug来看运行还是最能学到东西的。
spout和bolt的组合使用才能完成我们的业务需求,大家可以参考我上文画的架构图,制定自己的topology。

大部分的日常业务kafka+storm就可以满足了,但是这里我再写下kafka和flume的整合,用flume采集数据,kafka作为缓冲和传输作用。
kafka+flume的整合

2.提取插件中的flume-conf.properties文件
修改该文件:#source section
producer.sources.s.type = exec
producer.sources.s.command = tail -f -n+1 /Users/luobao/study/test.log
producer.sources.s.channels = c
修改所有topic的值改为test
将改后的配置文件放进flume/conf目录下
3.将flume-kafka-plus/package/flume-kafka-plugins.jar复制到flume的lib下
启动flume
$bin/flume-ng agent --conf conf --conf-file conf/flume-conf.properties --name producer 
现在我们向/Users/luobao/study/test.log文件中写入字符
这里我写了个简单脚本来向test.log写入当前日期
while true              
  do
    echo $(date +"%y-%m-%d %H:%M:%S") >> /Users/luobao/study/test.log      
    sleep 3
done
我们可以进入flume的log文件夹下观看flume收到的消息。同时在debug来看看storm是否读取到。
技术分享
通过debug我们看出storm已经在不停的处理采集到的数据了。
注:我在看flume的lib包时注意到flume自带了对kafka的支持,猜想找到对应JAR包下面两个配置文件的路径即可
producer.sinks.r.type = org.apache.flume.plugins.KafkaSink
producer.sinks.r.partitioner.class=org.apache.flume.plugins.SinglePartition
暂且遗留下来,有时间再看吧。
总结下:
启动流程:zookeeper - kafka - storm - flume
原文出处:http://blog.csdn.net/mylittlered/article/details/48029705

新版flume+kafka+storm安装部署

标签:

原文地址:http://blog.csdn.net/fanyun_01/article/details/52159684

(0)
(0)
   
举报
评论 一句话评论(0
登录后才能评论!
© 2014 mamicode.com 版权所有  联系我们:gaon5@hotmail.com
迷上了代码!