锘??xml version="1.0" encoding="utf-8" standalone="yes"?>
Hadoop 瀹炶返鍏ラ棬
http://www.tkk7.com/roymoro/archive/2012/01/02/367731.html
1 瀹為獙鐜鎼緩
1.1 鍑嗗宸ヤ綔
ubuntu/redhat
JDK/openjdk
Hadoop
Eclipse
vmvare/virtureBox
1.1.1 ubuntu 瀹夎
涓嬭澆鏈鏂扮増鏈?/span>ubuntu 11.10銆?/span>
瀹夎娉ㄦ剰浜嬮」錛?/span>
1銆佸叧闂槻鐏錛?/span>shell鍛戒護 sudo ufw disable銆備笉鍏抽棴鏈夊彲鑳介犳垚master slave 閫氫俊澶辮觸銆傚嚭鐜拌繛鎺ヨ秴鏃訛紝閲嶈繛閿欒銆傚彲浠ラ氳繃鎸囧畾iptables 瀹炵幇绔彛榪囨護銆?/span>
2銆佸畨瑁?/span>ssh錛堢敤浜?/span>master鍜?/span>slave榪滅▼鐧誨綍錛夛細sudo apt-get install ssh
1.1.2 瀹夎jdk
1錛夎В鍘?/span>sun jdk鍘嬬緝鍖呭埌鎸囧畾鐨勬枃浠跺す銆?/span>
sudo vi /etc/profile 鎴栬?/span> etc nano /etc/profile
export JAVA_HOME=/usr/java/jdk1.6.0_22
export JRE_HOME=/usr/java/jdk1.6.0_22/jre
export CLASSPATH=.:$JAVA_HOME/lib:$JRE_HOME/lib:$CLASSPATH
export PATH=$JAVA_HOME/bin:$JRE_HOME/bin:$PATH
2錛夊彲浠ヤ嬌鐢?/span>openjdk sudo apt-get insall open-jdk-6 鎴栬呴氳繃杞歡涓績銆?/span>
楠岃瘉 shell鍛戒護 錛?/span>java -version 鐪嬫槸鍚︿笌浣犵殑鐗堟湰鍙蜂竴鑷?/span>
1.1.3 瀹夎hadoop
鍦ㄦ瘡鍙版満鍣ㄤ笂鐩稿悓鐢ㄦ埛鐨?/span>home鏍圭洰褰曚笅瑙e帇錛?/span>hadoop-0.20.2.tar.gz 閰嶇疆conf/hadoop-env.sh鏂囦歡銆?/span> 澧炲姞 export JAVA_HOME =/usr/lib/jvm/java-6-openjdk 榪欓噷淇敼涓轟綘鐨?/span>jdk鐨勫畨瑁呬綅緗?/span>
1.2 浼垎甯冨紡鎼緩
Hadoop鍙互鍦ㄥ崟鐢靛晢浠ヤ負鍒嗗竷鍒嗗竷寮忔ā寮忚繍琛岋紝鐢ㄤ笉鍚岀殑java榪涚▼妯℃嫙鍒嗗竷寮忎腑鐨勪腑鐨勫悇綾昏妭鐐?/span>namenode錛?/span>datanode錛?/span>jobtracker錛?/span>tasktracker錛?/span>secondary namenode
1.2.1 hadoop閰嶇疆
hadoop 0.2.0.2涔嬪悗闇瑕佷慨鏀?/span>core-site.xml\hdfs-site.xml 浠ュ強 mapred-site.xml
閰嶇疆鏂囦歡濡備笅錛?/span>
core-site.xml 閰嶇疆鏍稿績鍐呭錛屽叾涓?/span>fs.default.name 涓?/span>hdfs鍦板潃錛?/span>tmp涓?/span>hadoop.tnp.dir涓轟復鏃舵枃浠?/span>
<configuration>
<property>
<name>fs.default.name</name>
<value>hdfs://localhost:49000</value>
</property>
<property>
<name>hadoop.tmp.dir</name>
<value>/home/hadooper/hadooptmp</value>
</property>
</configuration>
娉ㄦ剰浜嬮」錛氫竴瀹氳鎸囧畾錛岀浉鍚岀殑鐢ㄦ埛鍚嶏紝騫朵笖tmp涓瀹氳璁劇疆錛屽惁鍒欎細鍑虹幇鏉冮檺闂銆傚鑷?/span>hadoop鍚姩澶辮觸銆備篃鍙互閫氳繃chmod 鍛戒護鏉ユ敼鍙橀粯璁?/span>tmp鐨勬潈闄愩傞粯璁?/span>tmp璺緞涓猴細/usr/tmp銆傛帹鑽愮涓縐嶆柟寮忋?/span>
hdfs-site.xml 璁劇疆 hdfs 鍙傛暟
<configuration>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
</configuration>
榪欓噷dfs.replication鎸囧潡鐨勫壇鏈暟銆傚壇鏈暟鍏蜂綋絳栫暐鍙弬鍔犺hadoop瀹樻柟鎸囧崡銆?/span>
mapred-site.xml 鏂囦歡鐨勪慨鏀?/span>
<configuration>
<property>
<name>mapred.job.tracker</name>
<value>localhost:49001</value>
</property>
</configuration>
榪欎釜璁劇疆浜?/span>jobtracker鐨勭鍙c?/span>
娉ㄦ剰绔彛鐨勯夋嫨涓瀹氳鎭板綋錛屽挨鍏舵槸闆嗙兢鐨勯厤緗傞粯璁ょ殑9000鍜?/span>9001寰堝鏄撹ubuntu涓叾浠栬繘紼嬪崰鐢紝瀵艱嚧datanode澶辨晥錛屽洜姝ら夋嫨娌℃湁鍗犵敤鐨?/span>49000 鍜?/span>49001銆傜瑪鑰咃紝鏇劇粡灝辨浘鍥版壈涓庢銆傞泦緹ら厤緗腑灝嗗啀嬈″己璋冦?/span>
1.2.2 ssh璁劇疆
鍥犱負master闇瑕佽闂?/span>datanode鍥犳闇瑕佸厤瀵嗙爜ssh
璁劇疆鏂規硶錛?/span>
ssh-keygen -t rsa鐒跺悗涓鐩存寜鍥炶濺
瀹屾垚鍚庯紝鍦?/span>home璺熺洰褰曚笅浼氫駭鐢熼殣钘忔枃浠跺す.ssh
cd .ssh
涔嬪悗ls 鏌ョ湅鏂囦歡
cp id_rsa.pub authorized_keys
嫻嬭瘯錛?/span>
ssh localhost鍙戠幇閾炬帴鎴愬姛錛屽茍涓旀棤闇瀵嗙爜銆?/span>
1.2.3 hadoop榪愯
鍦?/span>hadoop瀹夎鐩綍涓嬶細
棣栧厛 bin/hadoop namenode -format鏍煎紡鍖栨枃浠剁郴緇?/span>
鐒跺悗 bin/start-all.sh 鏉ュ惎鍔ㄥ畧鎶よ繘紼嬨?/span>
鍒╃敤java 鍛戒護 jps 鏌ョ湅榪涚▼銆傛垨鑰呴氳繃 緗戝潃錛?/span>localhost:50070 localhost:50030鏉ユ煡鐪嬫槸鍚︽垚鍔熴?/span>
1.3 闆嗙兢鎼緩
濡備笂鎵榪板畨瑁?/span>ubuntu 騫朵笖鎷ユ湁鐩稿悓鐢ㄦ埛銆傚畨瑁?/span>jdk 錛屽畨瑁?/span>hadoop銆傞厤緗?/span>jdk璺緞絳夈?/span>
1.3.1 涓繪満淇℃伅錛?/span>
鏈哄櫒鍚?/span> |
IP鍦板潃 |
浣滅敤 |
Node1 |
192.168.234.128 |
NameNode銆?/span>JobTracker |
Node2 |
192.168.234.129 |
DataNode銆?/span>TaskTracker |
Node3 |
192.168.234.130 |
DataNode銆?/span>TaskTracker |
淇敼姣忓彴鏈哄櫒涓婄殑hosts
sudo vi /etc/hosts
192.168.1.31 node1
192.168.1.32 node2
192.168.1.33 node3
1.3.2 ssh 璁劇疆
鎶?/span>NameNode 涓婄殑id_dsa.pub 鏂囦歡榪藉姞鍒?/span>DataNode 鐨?/span>authorized_keys 鍐咃細
a. 鎷瘋礉NameNode 鐨?/span>id_dsa.pub 鏂囦歡錛?/span>
$ scp id_dsa.pub hadooper@node2:/home/hadoop/
b. 鐧誨綍node2錛屾墽琛?/span>
$ cat id_dsa.pub >> .ssh/authorized_keys
鍦ㄦ墍鏈?/span>datanode涓婃墽琛岀浉鍚岀殑鎿嶄綔銆?/span>
楠岃瘉錛氫粠node1
ssh node2
exit
ssh node3
exit
濡傛灉鍏ㄩ儴鍏嶅瘑鐮佺櫥褰曞垯鎴愬姛
1.3.3 閰嶇疆hadoop
閰嶇疆conf/masters 鍜?/span>conf/slaves 鏂囦歡
Masters
node1
Slaves
node2
node3
core-site mapred-site 鍜?/span>hdfs-site 鍜屼吉鍒嗗竷閰嶇疆鍩烘湰鐩稿悓.鍙槸瀵瑰簲鍦板潃錛?/span>localhost鎹㈡垚浜?/span>namenode鐨勫悕縐幫紝node1銆?/span>
q 閰嶇疆conf/core-site.xml
<configuration>
<property>
<name>fs.default.name</name>
<value>hdfs://node1:49000</value>
</property>
</configuration>
浠嶇劧娉ㄦ剰绔彛錛屽湪榪愯鏃跺鏋?/span>datanode榪炴帴涓嶄笂namenode錛屾湁鍙兘鏄敱浜庣鍙i棶棰樸傛崲涓涓鍙?/span>
1.3.4 榪愯hadoop
棣栧厛鏍煎紡鍖栨枃浠剁郴緇燂細$ bin/hadoop namenode –format
鍚姩Hadoop闆嗙兢錛?/span>
$ bin/start-all.sh
鍋滄Hadoop闆嗙兢錛?/span>
$ bin/stop-all.sh
鏌ョ湅闆嗙兢鐘舵侊細$ bin/hadoop dfsadmin -report
Hadoop 鐨?/span>web 鏂瑰紡鏌ョ湅
JobTracker錛?/span>http://node1:50030
NameNode錛?/span>http://node1:50070
1.4 eclipse 鎻掍歡瀹夎
瀹夎eclipse 鍙渶瑕佹妸hadoop/contrib/eclipse-plus 涓嬬殑鍖呰冨埌eclipse鐨?/span>plus閲屽嵆鍙?/span>(璇ユ柟娉曟湁闂錛屽洜涓鴻鎻掍歡鍙兘閮ㄥ垎鏀寔eclipse3.6錛屽鏋滈渶瑕佸叏閮ㄦ敮鎸佸畨瑁?/span>eclipse3.4浠ヤ笅鐗堟湰錛屾垨淇敼璇ユ彃浠惰緝澶嶆潅)銆傚鏋滄湁璋佷慨鏀逛簡閫傚悎3.6浠ヤ笂鐨勬彃浠?/span>roymoro@gmail.com.甯垜鍙戜竴浠姐?/span>
綆浠嬶細java涓灇涓炬槸涓涓被
鐢ㄤ箣鍓嶆垜瑙夊緱榪樻槸瑕佺煡閬撳簲璇ヤ綍鏃朵嬌鐢細
涓鏉℃櫘閬嶇殑瑙勫緥鏄紝浠諱綍浣跨敤甯擱噺鐨勫湴鏂癸紝渚嬪鐩墠浣跨敤鐨?/span>switch 浠g爜鍒囨崲鐨勫湴鏂廣?/span> 濡傛灉鍙槸鍗曠嫭涓涓鹼紙渚嬪錛?/span> max 鍜?/span>min錛夎繖綾誨彧瑕佹妸浠誨姟鐣欑粰甯擱噺灝辮銆備絾鏄鏋滃畾涔変簡涓緇勫鹼紝鑰岃繖浜涘間腑鐨勪換浣曚竴涓兘鍙互鐢ㄤ簬鐗瑰畾鐨勬暟鎹被鍨嬶紝閭d箞灝嗘灇涓劇敤鍦ㄨ繖涓湴鏂規渶閫傚悎涓嶈繃銆?/span>
Java 浠g爜
浠庤繖閲岀湅鍒?/span>Enum 鏄竴涓被銆?/span> 鑰岃繖浜涚被閮芥槸綾誨簱涓?/span>enum鐨勫瓙綾匯?/span>
Java涓凡鏈夌殑enum 鏄?/span>Color 鏋氫婦綾匯?/span>Color c=Color.RED;榪欎簺閮芥槸public static final 鐨?/span>
鏃㈢劧鏋氫婦綾繪槸class錛屽綋鐒跺湪鏋氫婦綾諱腑鏈夋瀯閫犲櫒錛屾柟娉曞拰鏁版嵁鍩熴備絾鏄畠鏄壒孌婄殑鏋勯犲嚱鏁般傦紙涓嶆繁鍏ョ爺絀訛紝鍙簲鐢級
鏋氫婦涓父瑙佺殑鏂規硶錛?/span>
Ordinal錛堬級錛?/span>榪斿洖鏋氫婦鍊煎湪鏋氫婦綾葷鐨勯『搴忋傝繖涓『搴忔牴鎹灇涓懼煎0鏄庣殑欏哄簭鑰屽畾銆?br />
Color.RED.ordinal(); //榪斿洖緇撴灉錛?
Color.BLUE.ordinal(); //榪斿洖緇撴灉錛?
compareTo()鏂規硶: Enum瀹炵幇浜唈ava.lang.Comparable鎺ュ彛錛屽洜姝ゅ彲浠ユ瘮杈冭薄涓庢寚瀹氬璞$殑欏哄簭銆侲num涓殑compareTo榪斿洖鐨勬槸涓や釜鏋氫婦鍊肩殑欏哄簭涔嬪樊銆傚綋鐒訛紝鍓嶆彁鏄袱涓灇涓懼煎繀欏誨睘浜庡悓涓涓灇涓劇被錛屽惁鍒欎細鎶涘嚭ClassCastException()寮傚父銆?鍏蜂綋鍙婧愪唬鐮?
Color.RED.compareTo(Color.BLUE); //榪斿洖緇撴灉 -1
values()鏂規硶錛?闈欐佹柟娉曪紝榪斿洖涓涓寘鍚叏閮ㄦ灇涓懼肩殑鏁扮粍銆?br />
Color[] colors=Color.values();
for(Color c:colors){
System.out.print(c+",");
}//榪斿洖緇撴灉錛歊ED,BLUE,BLACK YELLOW,GREEN,
toString()鏂規硶錛?榪斿洖鏋氫婦甯擱噺鐨勫悕縐般?br />
Color c=Color.RED;
System.out.println(c);//榪斿洖緇撴灉: RED
valueOf()鏂規硶錛?榪欎釜鏂規硶鍜宼oString鏂規硶鏄浉瀵瑰簲鐨勶紝榪斿洖甯︽寚瀹氬悕縐扮殑鎸囧畾鏋氫婦綾誨瀷鐨勬灇涓懼父閲忋?br />
Color.valueOf("BLUE"); //榪斿洖緇撴灉: Color.BLUE
equals()鏂規硶錛?姣旇緝涓や釜鏋氫婦綾誨璞$殑寮曠敤銆?/span>
鏋氫婦綾葷殑鍏蜂綋搴旂敤
鏋氫婦綾誨彲浠ュ湪switch璇彞涓嬌鐢?/span>
-----------------------java鏋氫婦瀛︿範蹇冨緱浠庡皬紼嬪簭鍑哄彂 ---------------------------
鍩烘湰鐨?/span>enum鐗規?/span>
publicclass Test {
/**
* @param args
*/
enum Shrubbery {
GROUND, GRAWLING, HANGING
}
/**
* 鏋氫婦綾葷殑鍩虹鐭ヨ瘑
*/
publicstatic void bKOfEmun(){
for (Shrubbery s : Shrubbery.values()) {
// ordinal() 榪斿洖鏋氫婦涓殑浣嶇疆濡?/span>GROUND 鍦?/span>0 浣嶇疆
System.out.println(s + "ordinal" + s.ordinal());// 鍚嶇О+浣嶇疆淇℃伅
// compareto姣旇緝鏋氫婦綾誨瀷鎸夌収 ordinal鐨勫兼瘮杈?/span>-1 0 1
System.out.print(s.compareTo(Shrubbery.GRAWLING) + " ");
// equals 鍜?/span>== 鐪嬫灇涓懼兼槸鍚︾浉鍚?/span>
System.out.print(s.equals(Shrubbery.GRAWLING) + " ");
System.out.println(s == Shrubbery.GRAWLING);
// 榪斿洖鏋氫婦鎵鍦ㄧ殑綾葷殑鍚嶇О銆?/span>
System.out.println(s.getDeclaringClass());
// name()鐩稿綋浜?/span>tostring()榪斿洖鏋氫婦鐨勫?/span>
System.out.println(s.name());
System.out.println("-----------------------");
}
for (String s : "HANGING GRAWLING GROUND".split(" ")) {
// valueof 榪斿洖鏋氫婦綾諱腑鍚嶇О涓?/span> s鐨?/span>鏋氫婦瀵硅薄
Shrubbery shrub = Enum.valueOf(Shrubbery.class, s);
System.out.println(shrub);
}
for (Shrubbery s : Shrubbery.values()) {
// ordinal() 榪斿洖鏋氫婦涓殑浣嶇疆濡?/span>GROUND 鍦?/span>0 浣嶇疆
System.out.println(s + "ordinal" + s.ordinal());// 鍚嶇О+浣嶇疆淇℃伅
// compareto姣旇緝鏋氫婦綾誨瀷鎸夌収 ordinal鐨勫兼瘮杈?/span>-1 0 1
System.out.print(s.compareTo(Shrubbery.GRAWLING) + " ");
// equals 鍜?/span>== 鐪嬫灇涓懼兼槸鍚︾浉鍚?/span>
System.out.print(s.equals(Shrubbery.GRAWLING) + " ");
System.out.println(s == Shrubbery.GRAWLING);
// 榪斿洖鏋氫婦鎵鍦ㄧ殑綾葷殑鍚嶇О銆?/span>
System.out.println(s.getDeclaringClass());
// name()鐩稿綋浜?/span>tostring()榪斿洖鏋氫婦鐨勫?/span>
System.out.println(s.name());
System.out.println("-----------------------");
}
for (String s : "HANGING GRAWLING GROUND".split(" ")) {
// valueof 榪斿洖鏋氫婦綾諱腑鍚嶇О涓?/span> s鐨?/span>鏋氫婦瀵硅薄
Shrubbery shrub = Enum.valueOf(Shrubbery.class, s);
System.out.println(shrub);
}
}
publicstaticvoid main(String[] args) {
// TODO Auto-generated method stub
bKOfEmun();//鏋氫婦綾葷殑鍩虹鐭ヨ瘑
}
}
鏋氫婦涓~鍏ユ柟娉?/span>
涓鑸鏉ユ垜浠笇鏈涙瘡涓灇涓懼疄渚嬭兘澶熻繑鍥炲鑷韓鐨勬弿榪幫紝鑰屼笉浠呬粎鏄粯璁?/span>toString()瀹炵幇錛岃繖鍙兘榪斿洖鏋氫婦瀹炰緥鐨勫悕瀛椼備負姝ゆ垜浠彲浠ユ彁渚涗竴涓瀯閫犲櫒錛屼笓闂ㄨ礋璐e鐞嗚繖涓澶栫殑淇℃伅錛岀劧鍚庢坊鍔犱竴涓柟娉曪紝榪斿洖榪欎釜鎻忚堪淇℃伅銆?/span>
鏋勯犺繃紼嬪涓?/span> 錛?/span>
棣栧厛 寤虹珛鏋氫婦
publicenum OzWitch {
WEST,NORTH,EAST,SOUTH
}
鐒跺悗鍒涘緩鎻忚堪淇℃伅
publicenum OzWitch {
WEST,NORTH,EAST,SOUTH;//娉ㄦ剰鍒嗗彿
private String description;//鎻忚堪淇℃伅
public String getDescription() {
returndescription;
}
publicstaticvoid main(String[] args) {
}
}
鍒涘緩鏋勯犲櫒
publicenum OzWitch {
WEST("1111"),NORTH("2222"),EAST("3333"),SOUTH("4444");//娉ㄦ剰鍒嗗彿
private String description;//鎻忚堪淇℃伅
OzWitch(String description) {//娉ㄦ剰鍙兘涓?/span> private 榪欓噷涓庢甯哥被鐨勬瀯閫犲嚱鏁版湁鍖哄埆
this.description=description;
}
public String getDescription() {
returndescription;
}
publicstaticvoid main(String[] args) {
for(OzWitch o:OzWitch.values()){
System.out.println(o.name()+":"+o.getDescription());
}
}
}
瑕嗙洊enum鏂規硶錛氭紼嬪簭鐩殑鍦ㄤ簬鎶婃灇涓懼璞$殑棣栧瓧姣嶄繚鐣欏ぇ鍐欙紝鍏朵綑灝忓啓
publicenum SpaceShip {
SCOUT,CARGO,TRANSPORT,CRUISER,BATTLESHIP,MOTHERSHIP;
@Override
public String toString() {
// TODO Auto-generated method stub
String id=name();
String lower=name().substring(1).toLowerCase();
return id.charAt(0)+lower;
}
publicstaticvoid main(String[] args) {
for(SpaceShip s:SpaceShip.values()){
System.out.println(s);
}
}
}