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大資料-Flume的負載均衡

4. Flume 的負載均衡

負載均衡是用于解決一台機器(一個程序)無法解決所有請求而産生的一種算法。Load balancing Sink Processor 能夠實作 load balance 功能,如下圖Agent1 是一個路由節點,負責将 Channel 暫存的 Event 均衡到對應的多個 Sink元件上,而每個 Sink 元件分别連接配接到一個獨立的 Agent 上,示例配置, 如下所示:

大資料-Flume的負載均衡
在此處我們通過三台機器來進行模拟flume的負載均衡 三台機器規劃如下:

  • node01:采集資料,發送到node02和node03機器上去
  • node02:接收node01的部分資料
  • node03:接收node01的部分資料.

第一步:開發node01服務器的flume配置

node01服務器配置:

cd /export/servers/apache-flume-1.8.0-bin/conf 
vim load_banlancer_client.conf
           
# agent name 
<p class="mume-header " id="agent-name"></p> 
a1.channels = c1 
a1.sources = r1 
a1.sinks = k1 k2 
# set gruop 
<p class="mume-header " id="set-gruop"></p> 
a1.sinkgroups = g1 
# set channel 
<p class="mume-header " id="set-channel"></p> 
a1.channels.c1.type = memory 
a1.channels.c1.capacity = 1000 
a1.channels.c1.transactionCapacity = 100 
a1.sources.r1.channels = c1 
a1.sources.r1.type = exec 
a1.sources.r1.command = tail -F /export/servers/taillogs/access_log 
# set sink1 
<p class="mume-header " id="set-sink1"></p> 
a1.sinks.k1.channel = c1 
a1.sinks.k1.type = avro 
a1.sinks.k1.hostname = node02 
a1.sinks.k1.port = 52020 
# set sink2 
<p class="mume-header " id="set-sink2"></p> 
a1.sinks.k2.channel = c1 
a1.sinks.k2.type = avro
a1.sinks.k2.hostname = node03 
a1.sinks.k2.port = 52020 
# set sink group 
<p class="mume-header " id="set-sink-group"></p> 
a1.sinkgroups.g1.sinks = k1 k2 
# set failover 
<p class="mume-header " id="set-failover"></p> 
a1.sinkgroups.g1.processor.type = load_balance 
a1.sinkgroups.g1.processor.backoff = true 
a1.sinkgroups.g1.processor.selector = round_robin 
a1.sinkgroups.g1.processor.selector.maxTimeOut=10000
           

第二步:開發node02服務器的flume配置

cd /export/servers/apache-flume-1.8.0-bin/conf 
vim load_banlancer_server.conf
           
# Name the components on this agent 
<p class="mume-header " id="name-the-components-on-this-agent"></p> 
a1.sources = r1 
a1.sinks = k1 
a1.channels = c1 
# Describe/configure the source 
<p class="mume-header " id="describeconfigure-the-source"></p> 
a1.sources.r1.type = avro 
a1.sources.r1.channels = c1 
a1.sources.r1.bind = node02 
a1.sources.r1.port = 52020 
# Describe the sink 
<p class="mume-header " id="describe-the-sink"></p> 
a1.sinks.k1.type = logger 
# Use a channel which buffers events in memory 
<p class="mume-header " id="use-a-channel-which-buffers-events-in-memory"></p> 
a1.channels.c1.type = memory 
a1.channels.c1.capacity = 1000 
a1.channels.c1.transactionCapacity = 100 
# Bind the source and sink to the channel 
<p class="mume-header " id="bind-the-source-and-sink-to-the-channel"></p> 
a1.sources.r1.channels = c1 
a1.sinks.k1.channel = c1
           

第三步:開發node03服務器flume配置

node03服務器配置

cd /export/servers/apache-flume-1.8.0-bin/conf 
vim load_banlancer_server.conf
           
# Name the components on this agent 
<p class="mume-header " id="name-the-components-on-this-agent-1"></p> 
a1.sources = r1 
a1.sinks = k1 
a1.channels = c1 
# Describe/configure the source 
<p class="mume-header " id="describeconfigure-the-source-1"></p> 
a1.sources.r1.type = avro 
a1.sources.r1.channels = c1 
a1.sources.r1.bind = node03 
a1.sources.r1.port = 52020 
# Describe the sink 
<p class="mume-header " id="describe-the-sink-1"></p> 
a1.sinks.k1.type = logger 
# Use a channel which buffers events in memory 
<p class="mume-header " id="use-a-channel-which-buffers-events-in-memory-1"></p> 
a1.channels.c1.type = memory 
a1.channels.c1.capacity = 1000 
a1.channels.c1.transactionCapacity = 100 
# Bind the source and sink to the channel 
<p class="mume-header " id="bind-the-source-and-sink-to-the-channel-1"></p> 
a1.sources.r1.channels = c1 
a1.sinks.k1.channel = c1
           

第四步:準備啟動flume服務

cd /export/servers/apache-flume-1.8.0-bin bin/flume-ng agent -n a1 -c conf -f conf/load_banlancer_server.conf -Dflume.root.logger
           
cd /export/servers/apache-flume-1.8.0-bin bin/flume-ng agent -n a1 -c conf -f conf/load_banlancer_server.conf -Dflume.root.logger
           
cd /export/servers/apache-flume-1.8.0-bin bin/flume-ng agent -n a1 -c conf -f conf/load_banlancer_client.conf -Dflume.root.logger
           

第五步:node01服務器運行腳本産生資料

cd /export/servers/shells
sh tail-file.sh