{"id":46788,"date":"2025-07-30T04:07:27","date_gmt":"2025-07-29T20:07:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/46788.html"},"modified":"2025-07-30T04:07:27","modified_gmt":"2025-07-29T20:07:27","slug":"hadoop%ef%bc%88%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%bc%aa%e5%88%86%e5%b8%83%e5%bc%8f%e6%90%ad%e5%bb%ba%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/46788.html","title":{"rendered":"hadoop\uff08\u670d\u52a1\u5668\u4f2a\u5206\u5e03\u5f0f\u642d\u5efa\uff09"},"content":{"rendered":"<h2>1. \u62a5\u9519 Windows \u4e0a\u5199\u7684\u811a\u672c \u62f7\u8d1d\u5230 Linux&#xff08;\u6bd4\u5982 CentOS&#xff09;\u7cfb\u7edf\u65f6\u4f1a\u51fa\u73b0\u3002<\/h2>\n<p>bash: .\/set_java_home.sh: \/bin\/bash^M: bad interpreter: No such file or directory<\/p>\n<h3>\u62a5\u9519\u539f\u56e0<\/h3>\n<p>^M \u662f Windows \u7684\u6362\u884c\u7b26&#xff08;\\\\r\\\\n&#xff09;<br \/>\nLinux \u4f7f\u7528\u7684\u662f Unix \u683c\u5f0f\u7684\u6362\u884c\u7b26&#xff08;\\\\n&#xff09;<br \/>\n\u6240\u4ee5\u4f60\u7684\u811a\u672c\u7b2c\u4e00\u884c\u7684 #!\/bin\/bash \u5b9e\u9645\u4e0a\u53d8\u6210\u4e86&#xff1a;<br \/>\n#!\/bin\/bash^M<\/p>\n<h3>\u89e3\u51b3\u65b9\u6cd5\u628a\u811a\u672c\u8f6c\u6362\u4e3a Unix \u683c\u5f0f<\/h3>\n<p>\u4f7f\u7528 dos2unix \u547d\u4ee4<\/p>\n<p>dos2unix set_java_home<span class=\"token punctuation\">.<\/span>sh<br \/>\n<span class=\"token comment\">##\u5982\u679c\u6ca1\u6709\u4e0b\u9762\u5c31\u662f\u5b89\u88c5\u547d\u4ee4<\/span><br \/>\nyum install dos2unix <span class=\"token operator\">&#8211;<\/span>y<\/p>\n<h3>2. \u89e3\u51b3centos\u91cc\u9762\u591a\u7248\u672cjava&#xff0c;\u7edf\u4e2d\u9ed8\u8ba4\u7684 Java&#xff08;\u901a\u8fc7 alternatives \u6307\u5b9a\u7684&#xff09;\u81ea\u52a8\u540c\u6b65\u5230 JAVA_HOME&#xff0c;\u4ee5\u4fdd\u8bc1\u4e00\u81f4\u6027\u3002<\/h3>\n<p><span class=\"token comment\">#!\/bin\/bash<\/span><\/p>\n<p><span class=\"token comment\"># \u914d\u7f6e\u4f60\u7684 Java \u5b89\u88c5\u8def\u5f84&#xff08;\u6309\u4f60\u63d0\u4f9b\u7684\u5185\u5bb9&#xff09;<\/span><br \/>\nJAVA8_PATH&#061;<span class=\"token string\">&#034;\/usr\/lib\/jvm\/java-1.8.0-openjdk-1.8.0.412.b08-1.el7_9.x86_64&#034;<\/span><br \/>\nJAVA11_PATH&#061;<span class=\"token string\">&#034;\/usr\/lib\/jvm\/java-11-openjdk-11.0.23.0.9-2.el7_9.x86_64&#034;<\/span><\/p>\n<p><span class=\"token comment\"># \u53c2\u6570\u6821\u9a8c<\/span><br \/>\n<span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">[<\/span> <span class=\"token variable\">$1<\/span> &#061;&#061; <span class=\"token string\">&#034;8&#034;<\/span> <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span> then<br \/>\n  <span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;&#x1f504; \u6b63\u5728\u5207\u6362\u5230 Java 8&#8230;&#034;<\/span><br \/>\n  sudo alternatives <span class=\"token operator\">&#8212;<\/span><span class=\"token function\">set<\/span> java <span class=\"token variable\">$JAVA8_PATH<\/span><span class=\"token operator\">\/<\/span>jre<span class=\"token operator\">\/<\/span>bin<span class=\"token operator\">\/<\/span>java<br \/>\n  sudo alternatives <span class=\"token operator\">&#8212;<\/span><span class=\"token function\">set<\/span> javac <span class=\"token variable\">$JAVA8_PATH<\/span><span class=\"token operator\">\/<\/span>bin<span class=\"token operator\">\/<\/span>javac<br \/>\n  export JAVA_HOME&#061;<span class=\"token variable\">$JAVA8_PATH<\/span><br \/>\nelif <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">[<\/span> <span class=\"token variable\">$1<\/span> &#061;&#061; <span class=\"token string\">&#034;11&#034;<\/span> <span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">;<\/span> then<br \/>\n  <span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;&#x1f504; \u6b63\u5728\u5207\u6362\u5230 Java 11&#8230;&#034;<\/span><br \/>\n  sudo alternatives <span class=\"token operator\">&#8212;<\/span><span class=\"token function\">set<\/span> java <span class=\"token variable\">$JAVA11_PATH<\/span><span class=\"token operator\">\/<\/span>bin<span class=\"token operator\">\/<\/span>java<br \/>\n  sudo alternatives <span class=\"token operator\">&#8212;<\/span><span class=\"token function\">set<\/span> javac <span class=\"token variable\">$JAVA11_PATH<\/span><span class=\"token operator\">\/<\/span>bin<span class=\"token operator\">\/<\/span>javac<br \/>\n  export JAVA_HOME&#061;<span class=\"token variable\">$JAVA11_PATH<\/span><br \/>\n<span class=\"token keyword\">else<\/span><br \/>\n  <span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;\u274c \u53c2\u6570\u9519\u8bef&#xff0c;\u8bf7\u8f93\u5165 8 \u6216 11&#xff0c;\u4f8b\u5982&#xff1a;&#034;<\/span><br \/>\n  <span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;   source .\/switch-java.sh 8&#034;<\/span><br \/>\n  <span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;   source .\/switch-java.sh 11&#034;<\/span><br \/>\n  <span class=\"token keyword\">return<\/span> 1<br \/>\nfi<\/p>\n<p><span class=\"token comment\"># \u6e05\u7406\u65e7 PATH \u4e2d\u7684 JAVA_HOME \u76f8\u5173\u8def\u5f84<\/span><br \/>\nexport PATH&#061;$<span class=\"token punctuation\">(<\/span><span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;<span class=\"token variable\">$PATH<\/span>&#034;<\/span> <span class=\"token punctuation\">|<\/span> awk <span class=\"token operator\">&#8211;<\/span>v RS&#061;: <span class=\"token operator\">&#8211;<\/span>v ORS&#061;: <span class=\"token string\">&#039;\/java\/ {next} {print}&#039;<\/span> <span class=\"token punctuation\">|<\/span> sed <span class=\"token string\">&#039;s\/:$\/\/&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u52a0\u5165\u65b0 JAVA_HOME\/bin<\/span><br \/>\nexport PATH&#061;<span class=\"token variable\">$JAVA_HOME<\/span><span class=\"token operator\">\/<\/span>bin:<span class=\"token variable\">$PATH<\/span><\/p>\n<p><span class=\"token comment\"># \u663e\u793a\u7ed3\u679c<\/span><br \/>\n<span class=\"token function\">echo<\/span> <span class=\"token string\">&#034;\u2705 \u5df2\u5207\u6362\u81f3 JAVA_HOME: <span class=\"token variable\">$JAVA_HOME<\/span>&#034;<\/span><br \/>\njava <span class=\"token operator\">&#8211;<\/span>version<\/p>\n<p><span class=\"token comment\">##\u5230\u5bf9\u5e94\u4f4d\u7f6e\u8fd0\u884c\u8fd9\u4e2a\u811a\u672c&#xff0c;\u524d\u9762\u52a0\u4e0asource&#xff0c;\u5c31\u662f\u5168\u5c40\u8fd0\u884c&#xff0c;\u4e0d\u52a0\u7684\u8bdd\u5c31\u662f\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u9762\u8fd0\u884c,\u68c0\u67e5\u7684\u65f6\u5019\u53ef\u80fd\u68c0\u67e5\u4e0d\u5230<\/span><br \/>\nsource <span class=\"token function\">switch-java<\/span><span class=\"token punctuation\">.<\/span>sh 8<br \/>\nsource <span class=\"token function\">switch-java<\/span><span class=\"token punctuation\">.<\/span>sh 11<\/p>\n<p><span class=\"token comment\">##\u68c0\u67e5\u547d\u4ee4<\/span><br \/>\n<span class=\"token function\">echo<\/span> <span class=\"token variable\">$JAVA_HOME<\/span><\/p>\n<p>\u4e0b\u56fe\u662f\u5207\u6362Java8\u7684source scripts\/switch-java.sh 8<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200723-688929fb74789.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u4e0b\u56fe\u662f\u5207\u6362java11\u7684source scripts\/switch-java.sh 11<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200723-688929fbe9de1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u8bbe\u7f6e\u91cd\u65b0\u542f\u52a8\u670d\u52a1\u5668&#xff0c;\u4ee5\u540e\u9ed8\u8ba4\u7684\u73af\u5883\u53d8\u91cf\u4e2d\u7684java\u7684\u7248\u672c<\/h3>\n<p>vim ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc<br \/>\n<span class=\"token comment\">##\u6dfb\u52a0<\/span><br \/>\n<span class=\"token comment\"># \u6bcf\u6b21\u767b\u5f55\u81ea\u52a8\u8bbe\u7f6e Java 8 \u4e3a\u9ed8\u8ba4(\u4f60\u81ea\u5df1\u4e0a\u9762\u811a\u672c\u5b58\u653e\u7684\u4f4d\u7f6e)<\/span><br \/>\nsource <span class=\"token variable\">$HOME<\/span><span class=\"token operator\">\/<\/span>scripts<span class=\"token operator\">\/<\/span><span class=\"token function\">switch-java<\/span><span class=\"token punctuation\">.<\/span>sh 8<br \/>\n\u6216<br \/>\n<span class=\"token comment\"># \u6bcf\u6b21\u767b\u5f55\u81ea\u52a8\u8bbe\u7f6e Java 11 \u4e3a\u9ed8\u8ba4$HOME\u6307\u7684\u662f\u6839\u76ee\u5f55root<\/span><br \/>\nsource <span class=\"token variable\">$HOME<\/span><span class=\"token operator\">\/<\/span>scripts<span class=\"token operator\">\/<\/span><span class=\"token function\">switch-java<\/span><span class=\"token punctuation\">.<\/span>sh 11<br \/>\n<span class=\"token comment\"># \u6700\u540e\u6267\u884c<\/span><br \/>\nsource ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc<\/p>\n<h3>Hadoop<\/h3>\n<p>\u5b89\u88c5\u6559\u7a0b<br \/>\n\u5b98\u7f51\u94fe\u63a5&#xff1a;https:\/\/hadoop.apache.org\/releases.html<br \/>\n\u4e0d\u540c\u7684\u5b89\u88c5\u5305\u7684\u533a\u522b<\/p>\n<table>\n<tr>\u6587\u4ef6\u540d\u542b\u4e49<\/tr>\n<tbody>\n<tr>\n<td>source<\/td>\n<td>\u6e90\u7801\u5305&#xff0c;\u9700\u8981\u4f60\u81ea\u5df1\u7f16\u8bd1&#xff08;\u4e0d\u63a8\u8350\u521d\u5b66\u8005&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>binary<\/td>\n<td>\u5b98\u65b9\u7f16\u8bd1\u597d\u7684\u4e8c\u8fdb\u5236\u5305&#xff08;\u2705\u63a8\u8350&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>binary-aarch64<\/td>\n<td>\u9488\u5bf9 ARM \u67b6\u6784\u7684\u7535\u8111&#xff08;\u5982\u82f9\u679c M1\/M2\u3001\u6811\u8393\u6d3e&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>binary-lean<\/td>\n<td>\u7cbe\u7b80\u7248\u672c&#xff08;\u4e00\u822c\u4e0d\u63a8\u8350&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u63a8\u8350\u4e0b\u8f7d\u7684\u5b89\u88c5\u5305&#xff1a;Hadoop 3.3.6 binary<br \/>\n\u4e0b\u8f7d\u5730\u5740&#xff1a;https:\/\/downloads.apache.org\/hadoop\/common\/hadoop-3.3.6\/hadoop-3.3.6.tar.gz<br \/>\n\u4e0b\u8f7d\u5b8c\u6210\u540e\u4e0a\u4f20\u5230\u670d\u52a1\u5668<br \/>\n\u6211\u4e0a\u4f20\u7684\u76ee\u5f55\u662f\/usr\/local<\/p>\n<p>cd <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span><br \/>\ntar <span class=\"token operator\">&#8211;<\/span>zxvf hadoop<span class=\"token operator\">&#8211;<\/span>3<span class=\"token punctuation\">.<\/span>3<span class=\"token punctuation\">.<\/span>6<span class=\"token punctuation\">.<\/span>tar<span class=\"token punctuation\">.<\/span>gz<br \/>\n<span class=\"token function\">mv<\/span> hadoop<span class=\"token operator\">&#8211;<\/span>3<span class=\"token punctuation\">.<\/span>3<span class=\"token punctuation\">.<\/span>6 hadoop<\/p>\n<p>\u6267\u884c\u5b8c\u4e0a\u8ff0\u547d\u4ee4\u540eHadoop \u5b89\u88c5\u8def\u5f84\u662f \/usr\/local\/hadoop<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200724-688929fc5b2ec.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n\u914d\u7f6e\u73af\u5883\u53d8\u91cf\u914d\u7f6e\u6587\u4ef6<\/p>\n<p>vim ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc<br \/>\n<span class=\"token comment\">#\u628a\u4e0b\u9762\u7684\u5185\u5bb9\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u91cc\u9762<\/span><br \/>\n<span class=\"token comment\">#\u6211\u7684java\u5df2\u7ecf\u914d\u7f6e\u4e86&#xff0c;\u4e0d\u9700\u8981\u914d\u7f6ejava\u4e86\u5982\u56fe<\/span><br \/>\n<span class=\"token comment\"># Hadoop<\/span><br \/>\nexport HADOOP_HOME&#061;<span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<br \/>\nexport PATH&#061;<span class=\"token variable\">$PATH<\/span>:<span class=\"token variable\">$HADOOP_HOME<\/span><span class=\"token operator\">\/<\/span>bin:<span class=\"token variable\">$HADOOP_HOME<\/span><span class=\"token operator\">\/<\/span>sbin<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200724-688929fcb4873.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\">#\u8ba9\u914d\u7f6e\u6587\u4ef6\u751f\u6548\u91cd\u65b0\u52a0\u8f7d<\/span><br \/>\nsource ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc<br \/>\n<span class=\"token comment\">#\u6d4b\u8bd5\u662f\u5426\u751f\u6548&#xff0c;\u5982\u4e0b\u56fe\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210<\/span><br \/>\nhadoop version<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200725-688929fd16c86.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>hadoop\u7406\u89e3<\/h3>\n<p>\u5e72\u561b\u7528\u7684&#xff1a;<br \/>\n\u662f\u4e3a\u4e86\u89e3\u51b3\u201c\u5355\u673a\u65e0\u6cd5\u5904\u7406\u8d85\u5927\u6570\u636e\u201d\u7684\u95ee\u9898&#xff0c;\u901a\u8fc7\u201c\u5206\u5e03\u5f0f\u5b58\u50a8&#xff08;HDFS&#xff09;&#043; \u5206\u5e03\u5f0f\u8ba1\u7b97&#xff08;MapReduce&#xff09;\u201d\u6765\u9ad8\u6548\u5730\u5904\u7406\u6d77\u91cf\u6570\u636e\u3002<br \/>\n\u7528\u4e8e\u5b58\u50a8\u548c\u5904\u7406\u8d85\u5927\u89c4\u6a21\u6570\u636e&#xff08;TB\u3001PB \u7ea7\u522b&#xff09;\u3002<br \/>\n\u539f\u7406&#xff1a;<br \/>\n1.\u628a\u5927\u6587\u4ef6\u5207\u6210\u5c0f\u5757\u5206\u5e03\u5b58\u50a8\u5728\u591a\u53f0\u673a\u5668\u4e0a&#xff08;HDFS&#xff09;<br \/>\n2.\u628a\u4efb\u52a1\u62c6\u6210\u5c0f\u4efb\u52a1\u5e76\u884c\u5904\u7406&#xff0c;\u6700\u540e\u6c47\u603b\u7ed3\u679c&#xff08;MapReduce&#xff09;<br \/>\n\u6838\u5fc3\u7ec4\u4ef6\u4e0e\u539f\u7406\u56fe\u89e3<br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200725-688929fd6d26b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\nHadoop \u6838\u5fc3\u539f\u7406\u7ec4\u4ef6\u89e3\u91ca<\/p>\n<table>\n<tr>\u7ec4\u4ef6\u529f\u80fd<\/tr>\n<tbody>\n<tr>\n<td>HDFS<\/td>\n<td>\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf&#xff0c;\u628a\u5927\u6587\u4ef6\u5207\u6210\u5757\u5b58\u5230\u591a\u53f0\u673a\u5668&#xff0c;\u6bcf\u5757\u9ed8\u8ba4\u4fdd\u5b58 3 \u4efd&#xff08;\u5bb9\u9519&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>MapReduce<\/td>\n<td>\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6&#xff0c;\u628a\u4efb\u52a1\u62c6\u6210 map \u2192 shuffle \u2192 reduce&#xff0c;\u5206\u5e03\u5f0f\u5e76\u884c\u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>YARN<\/td>\n<td>\u8d44\u6e90\u8c03\u5ea6\u6846\u67b6&#xff0c;\u51b3\u5b9a\u54ea\u4e9b\u673a\u5668\u6267\u884c\u54ea\u4e9b\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>NameNode<\/td>\n<td>HDFS \u4e2d\u7684\u201c\u603b\u76ee\u5f55\u201d&#xff0c;\u4fdd\u5b58\u6587\u4ef6\u7ed3\u6784\u3001\u5757\u4f4d\u7f6e&#xff08;\u5143\u6570\u636e&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>DataNode<\/td>\n<td>\u5b9e\u9645\u5b58\u50a8\u6570\u636e\u5757\u7684\u8282\u70b9<\/td>\n<\/tr>\n<tr>\n<td>ResourceManager<\/td>\n<td>\u7ba1\u7406\u6240\u6709\u8282\u70b9\u8d44\u6e90&#xff0c;\u5206\u914d\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>NodeManager<\/td>\n<td>\u6bcf\u4e2a\u8282\u70b9\u7684\u201c\u672c\u5730\u8d44\u6e90\u63a7\u5236\u5668\u201d&#xff0c;\u63a5\u6536\u4efb\u52a1\u5e76\u6267\u884c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5e94\u7528\u573a\u666f&#xff1a;\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u6d77\u91cf\u6570\u636e\u8ba1\u7b97&#xff0c;\u7528\u5728\u201c\u5927\u6570\u636e\u201d\u573a\u666f\u4e0b\u3002<\/p>\n<table>\n<tr>\u573a\u666f\u63cf\u8ff0<\/tr>\n<tbody>\n<tr>\n<td>\u65e5\u5fd7\u5206\u6790<\/td>\n<td>\u7f51\u7ad9\u3001APP\u3001\u5927\u578b\u5e73\u53f0\u7684\u7528\u6237\u8bbf\u95ee\u65e5\u5fd7\u5206\u6790&#xff08;TB \u7ea7&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u4ed3\u5e93&#xff08;Hive&#xff09;<\/td>\n<td>\u7528 SQL \u5904\u7406\u6d77\u91cf\u7ed3\u6784\u5316\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>ETL \u5904\u7406&#xff08;&#043;Sqoop&#xff09;<\/td>\n<td>\u6570\u636e\u62bd\u53d6&#xff08;\u4ece MySQL \u5bfc\u5165&#xff09;\u3001\u8f6c\u6362\u3001\u52a0\u8f7d<\/td>\n<\/tr>\n<tr>\n<td>\u641c\u7d22\u5f15\u64ce\u722c\u866b<\/td>\n<td>\u628a\u6293\u53d6\u7f51\u9875\u5206\u5e03\u5f0f\u5904\u7406\u3001\u5b58\u50a8<\/td>\n<\/tr>\n<tr>\n<td>\u56fe\u50cf\u89c6\u9891\u5904\u7406<\/td>\n<td>\u591a\u8282\u70b9\u540c\u65f6\u5904\u7406\u56fe\u7247\/\u89c6\u9891\u6570\u636e&#xff08;\u5982\u538b\u7f29\u3001\u8f6c\u7801&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u673a\u5668\u5b66\u4e60\u9884\u5904\u7406<\/td>\n<td>\u5bf9\u5927\u89c4\u6a21\u8bad\u7ec3\u6570\u636e\u8fdb\u884c MapReduce \u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>\u4e92\u8054\u7f51\u4f01\u4e1a\u5206\u6790\u7cfb\u7edf<\/td>\n<td>\u6dd8\u5b9d\u3001\u767e\u5ea6\u3001\u817e\u8baf\u3001\u5934\u6761\u7b49\u65e9\u671f\u90fd\u7528\u4e86 Hadoop \u642d\u5efa\u79bb\u7ebf\u6570\u636e\u5904\u7406\u5e73\u53f0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Hadoop\u4f18\u52bf<\/p>\n<table>\n<tr>\u4f18\u52bf\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u9ad8\u53ef\u6269\u5c55<\/td>\n<td>\u52a0\u673a\u5668\u5c31\u80fd\u6269\u5bb9&#xff08;\u7ebf\u6027\u6269\u5c55&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u5bb9\u9519<\/td>\n<td>\u81ea\u52a8\u5907\u4efd\u526f\u672c&#xff0c;\u8282\u70b9\u5b95\u4e86\u4e5f\u4e0d\u4f1a\u4e22\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u5927\u89c4\u6a21\u5904\u7406<\/td>\n<td>\u652f\u6301 TB\/PB \u7ea7\u522b\u6570\u636e\u5904\u7406<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u6027\u4ef7\u6bd4<\/td>\n<td>\u53ef\u7528\u666e\u901a\u5546\u7528\u670d\u52a1\u5668\u6784\u5efa\u5206\u5e03\u5f0f\u5e73\u53f0<\/td>\n<\/tr>\n<tr>\n<td>\u5f00\u6e90\u751f\u6001\u4e30\u5bcc<\/td>\n<td>Hive\u3001Spark\u3001HBase\u3001Flink \u90fd\u80fd\u96c6\u6210 Hadoop \u5b58\u50a8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e0d\u9002\u5408\u7684\u5730\u65b9<\/p>\n<table>\n<tr>\u4e0d\u9002\u5408\u573a\u666f\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>\u5b9e\u65f6\u8ba1\u7b97&#xff08;ms \u7ea7&#xff09;<\/td>\n<td>Hadoop \u662f\u79bb\u7ebf\u6279\u5904\u7406&#xff0c;\u5ef6\u8fdf\u5206\u949f\u7ea7<\/td>\n<\/tr>\n<tr>\n<td>\u5c0f\u6570\u636e\u573a\u666f<\/td>\n<td>\u542f\u52a8 MapReduce \u6bd4\u5904\u7406\u672c\u8eab\u8fd8\u6162<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u9891\u4f4e\u5ef6\u8fdf\u7cfb\u7edf<\/td>\n<td>\u6bd4\u5982\u91d1\u878d\u4ea4\u6613\u7cfb\u7edf\u3001\u79d2\u6740\u7cfb\u7edf&#xff0c;\u4e0d\u9002\u5408 Hadoop<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u5e76\u53d1 OLTP<\/td>\n<td>Hadoop \u4e0d\u652f\u6301\u4e8b\u52a1\u5904\u7406\u548c\u9ad8\u5e76\u53d1\u8bfb\u5199\u64cd\u4f5c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd0\u884c\u6a21\u5f0f<\/p>\n<table>\n<tr>\u6a21\u5f0f\u662f\u5426\u9700\u8981\u914d\u7f6e XML\u662f\u5426\u9700\u8981\u521b\u5efa tmp\u3001namenode\u3001datanode \u7b49\u76ee\u5f55\u662f\u5426\u9700\u8981\u542f\u52a8\u670d\u52a1<\/tr>\n<tbody>\n<tr>\n<td>1. \u672c\u5730\u6a21\u5f0f&#xff08;Local Mode&#xff09;<\/td>\n<td>\u274c \u4e0d\u9700\u8981<\/td>\n<td>\u274c \u4e0d\u9700\u8981<\/td>\n<td>\u274c \u4e0d\u9700\u8981<\/td>\n<\/tr>\n<tr>\n<td>2. \u4f2a\u5206\u5e03\u5f0f\u6a21\u5f0f<\/td>\n<td>\u2705 \u9700\u8981<\/td>\n<td>\u2705 \u5fc5\u987b\u521b\u5efa<\/td>\n<td>\u2705 \u542f\u52a8 HDFS\/YARN<\/td>\n<\/tr>\n<tr>\n<td>3. \u771f\u5206\u5e03\u5f0f\u6a21\u5f0f<\/td>\n<td>\u2705 \u9700\u8981<\/td>\n<td>\u2705 \u5fc5\u987b\u521b\u5efa&#xff08;\u4e0d\u540c\u8282\u70b9&#xff09;<\/td>\n<td>\u2705 \u542f\u52a8\u591a\u8282\u70b9\u670d\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>hadoop\u90e8\u7f72\u4f2a\u5206\u5e03\u5f0f<\/h3>\n<p>\u7b2c\u4e00\u6b65\u521b\u5efa Hadoop \u6240\u9700\u7684\u5de5\u4f5c\u76ee\u5f55<\/p>\n<p>mkdir <span class=\"token operator\">&#8211;<\/span>p <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>tmp<br \/>\nmkdir <span class=\"token operator\">&#8211;<\/span>p <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>hdfs<span class=\"token operator\">\/<\/span>namenode<br \/>\nmkdir <span class=\"token operator\">&#8211;<\/span>p <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>hdfs<span class=\"token operator\">\/<\/span>datanode<\/p>\n<table>\n<tr>\u76ee\u5f55\u4f5c\u7528<\/tr>\n<tbody>\n<tr>\n<td>\/usr\/local\/hadoop\/tmp<\/td>\n<td>Hadoop \u8fd0\u884c\u65f6\u7684\u4e34\u65f6\u6587\u4ef6\u76ee\u5f55&#xff08;\u5982\u9501\u6587\u4ef6\u3001\u7f13\u5b58&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\/usr\/local\/hadoop\/hdfs\/namenode<\/td>\n<td>\u5b58\u50a8 NameNode \u5143\u6570\u636e&#xff08;\u5982\u6587\u4ef6\u76ee\u5f55\u7ed3\u6784\u3001\u5757\u4f4d\u7f6e&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\/usr\/local\/hadoop\/hdfs\/datanode<\/td>\n<td>\u5b58\u50a8 DataNode \u7684\u5b9e\u9645\u6570\u636e\u5757&#xff08;HDFS \u6587\u4ef6\u6570\u636e&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>NameNode \u8ba4\u4e3a \/usr\/local\/hadoop\/hdfs\/namenode \u662f\u5b83\u7684\u6301\u4e45\u5b58\u50a8\u4f4d\u7f6e\u3002<br \/>\nDataNode \u628a\u6570\u636e\u5757\u5199\u5165 \/usr\/local\/hadoop\/hdfs\/datanode\u3002<br \/>\ntmp \u7528\u6765\u7f13\u5b58\u3001\u5199\u65e5\u5fd7\u3001\u5199\u8fd0\u884c\u65f6\u4e2d\u95f4\u6587\u4ef6\u3002<\/p>\n<p>\u7b2c 2 \u6b65&#xff1a;\u7f16\u8f91\u914d\u7f6e\u6587\u4ef6<br \/>\n\u914d\u7f6e\u6587\u4ef6\u8def\u5f84&#xff1a;\/usr\/local\/hadoop\/etc\/hadoop\/<br \/>\n2.1. core-site.xml<\/p>\n<p>vim <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>etc<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>core<span class=\"token operator\">&#8211;<\/span>site<span class=\"token punctuation\">.<\/span>xml<\/p>\n<p>\u5185\u5bb9&#xff1a;\u9700\u8981\u5916\u90e8\u8bbf\u95ee\u914d\u7f6ehdfs:\/\/\u4e3b\u673a\u540d\u79f0:9000<\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>fs.defaultFS<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>hdfs:\/\/\u4e3b\u673a\u540d\u79f0&#xff08;\u6216\u8005\u662f\u4f60\u7684ip\u6ce8\u610f\u8981\u548c\u4e0b\u9762\u7684\u6587\u4ef6\u4e2d\u7684\u4fdd\u6301\u4e00\u81f4&#xff09;:9000<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>hadoop.tmp.dir<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\/usr\/local\/hadoop\/tmp<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>2.2 hdfs-site.xml<\/p>\n<p>vim <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>etc<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>hdfs<span class=\"token operator\">&#8211;<\/span>site<span class=\"token punctuation\">.<\/span>xml<\/p>\n<p>\u5185\u5bb9&#xff1a;<\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; \u8bbe\u7f6e\u526f\u672c\u6570\u4e3a1&#xff08;\u4f2a\u5206\u5e03\u5f0f&#xff09; &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.replication<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>1<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; NameNode \u5b58\u50a8\u76ee\u5f55 &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.namenode.name.dir<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>file:\/usr\/local\/hadoop\/hdfs\/namenode<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; DataNode \u5b58\u50a8\u76ee\u5f55 &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.datanode.data.dir<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>file:\/usr\/local\/hadoop\/hdfs\/datanode<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; DataNode \u6ce8\u518c\u4f7f\u7528\u516c\u7f51IP&#xff08;\u91cd\u8981&#xff09; &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.datanode.hostname<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u4f60\u81ea\u5df1\u7684\u4e3b\u673a\u540d\u79f0\u6216\u8005\u662fip<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; DataNode \u4e0e\u5ba2\u6237\u7aef\u901a\u4fe1\u4f7f\u7528 hostname&#xff08;IP&#xff09; &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.datanode.use.datanode.hostname<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>true<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; \u5ba2\u6237\u7aef\u4f7f\u7528 hostname&#xff08;IP&#xff09; \u8bbf\u95ee DataNode &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.client.use.datanode.hostname<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>true<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; \u5f00\u653e NameNode RPC&#xff08;\u7ed1\u5b9a\u5230\u6240\u6709\u7f51\u5361&#xff09; &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.namenode.rpc-bind-host<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>0.0.0.0<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>  <span class=\"token comment\">&lt;!&#8211; \u53ef\u9009&#xff1a;\u5173\u95ed\u4e3b\u673a\u540d\u6821\u9a8c&#xff0c;\u5141\u8bb8 IP \u6ce8\u518c &#8211;&gt;<\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>dfs.namenode.reject-unresolved-datanode-hostname<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>false<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>2.3 mapred-site.xml<\/p>\n<p>vim <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>etc<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>mapred<span class=\"token operator\">&#8211;<\/span>site<span class=\"token punctuation\">.<\/span>xml<\/p>\n<p>\u5185\u5bb9&#xff1a;<\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>mapreduce.framework.name<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>yarn<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>2.4 yarn-site.xml<\/p>\n<p>vim <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>etc<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>yarn<span class=\"token operator\">&#8211;<\/span>site<span class=\"token punctuation\">.<\/span>xml<\/p>\n<p>\u5185\u5bb9&#xff1a;<\/p>\n<p><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>yarn.nodemanager.aux-services<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>name<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>mapreduce_shuffle<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>value<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n  <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>property<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>configuration<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>\u7b2c\u4e09\u6b65\u914d\u7f6e\u514d\u5bc6\u767b\u5f55<\/p>\n<p>ssh<span class=\"token operator\">&#8211;<\/span>keygen <span class=\"token operator\">&#8211;<\/span>t rsa        <span class=\"token comment\"># \u5168\u90e8\u56de\u8f66<\/span><br \/>\n<span class=\"token function\">cat<\/span> ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span>id_rsa<span class=\"token punctuation\">.<\/span>pub &gt;&gt; ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span>authorized_keys<br \/>\nchmod 600 ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span>authorized_keys<br \/>\nssh localhost            <span class=\"token comment\"># \u786e\u4fdd\u4e0d\u9700\u8981\u8f93\u5165\u5bc6\u7801<\/span><\/p>\n<p>\u7b2c\u56db\u6b65&#xff1a;\u683c\u5f0f\u5316 HDFS&#xff08;\u53ea\u505a\u4e00\u6b21&#xff09;<\/p>\n<p>hdfs namenode <span class=\"token operator\">&#8211;<\/span>format<br \/>\n<span class=\"token comment\">#\u540e\u9762\u5982\u679c\u518d\u9700\u8981\u683c\u5f0f\u5316\u9700\u8981\u5173\u95ed\u8fd9\u4e24\u4e2a<\/span><br \/>\n<span class=\"token function\">stop-dfs<\/span><span class=\"token punctuation\">.<\/span>sh<br \/>\n<span class=\"token function\">stop-yarn<\/span><span class=\"token punctuation\">.<\/span>sh<\/p>\n<p>\u7b2c\u4e94\u6b65&#xff1a;\u542f\u52a8\u547d\u4ee4<\/p>\n<p><span class=\"token comment\">#\u505c\u6b62\u547d\u4ee4<\/span><br \/>\n<span class=\"token function\">stop-dfs<\/span><span class=\"token punctuation\">.<\/span>sh<br \/>\n<span class=\"token comment\">#\u542f\u52a8\u547d\u4ee4<\/span><br \/>\n<span class=\"token function\">start-dfs<\/span><span class=\"token punctuation\">.<\/span>sh<br \/>\n<span class=\"token function\">start-yarn<\/span><span class=\"token punctuation\">.<\/span>sh<br \/>\n<span class=\"token comment\">#jps\u7528\u4e8e\u5217\u51fa\u5f53\u524d\u7cfb\u7edf\u4e2d\u6240\u6709\u7684HotSpot Java\u865a\u62df\u673a\u8fdb\u7a0b<\/span><br \/>\njps                             <span class=\"token comment\"># \u67e5\u770b\u670d\u52a1\u662f\u5426\u6b63\u5e38<\/span><\/p>\n<p><span class=\"token comment\">## \u62a5\u9519<\/span><br \/>\nERROR: Attempting to operate on hdfs namenode as root<br \/>\nERROR: but there is no HDFS_NAMENODE_USER defined<span class=\"token punctuation\">.<\/span> Aborting operation<span class=\"token punctuation\">.<\/span><br \/>\n<span class=\"token comment\">#\u4f60\u5728\u7528 root \u7528\u6237\u6267\u884c start-dfs.sh \u547d\u4ee4<\/span><br \/>\n<span class=\"token comment\">#Hadoop \u9ed8\u8ba4\u4e0d\u5141\u8bb8\u4f60\u7528 root \u6765\u542f\u52a8 HDFS \u5b88\u62a4\u8fdb\u7a0b&#xff08;\u5b89\u5168\u8003\u8651&#xff09;<\/span><\/p>\n<p><span class=\"token comment\">## \u4e0b\u9762\u662f\u89e3\u51b3\u65b9\u6cd5 \u4ee5\u53ca\u5176\u4ed6\u547d\u4ee4<\/span><br \/>\n<span class=\"token comment\">#\u521b\u5efa\u7528\u6237<\/span><br \/>\nuseradd hadoop<br \/>\npasswd hadoop<br \/>\n<span class=\"token comment\">#\u628aHadoop \u5b89\u88c5\u76ee\u5f55\u6743\u9650\u6539\u7ed9 hadoop \u7528\u6237&#xff1a;<\/span><br \/>\nchown <span class=\"token operator\">&#8211;<\/span>R hadoop:hadoop <span class=\"token operator\">\/<\/span>usr<span class=\"token operator\">\/<\/span>local<span class=\"token operator\">\/<\/span>hadoop<br \/>\n<span class=\"token comment\">#\u7ed9hadoop\u7528\u6237\u8d4b\u4e88sudo\u6743\u9650&#xff08;centos7&#xff09;<\/span><br \/>\nusermod <span class=\"token operator\">&#8211;<\/span>aG wheel hadoop<br \/>\n<span class=\"token comment\">#\u5176\u4ed6\u5173\u4e8e\u9632\u706b\u5899\u7684\u547d\u4ee4\u53ef\u9009<\/span><br \/>\nsudo firewall<span class=\"token operator\">&#8211;<\/span>cmd <span class=\"token operator\">&#8212;<\/span>permanent <span class=\"token operator\">&#8212;<\/span><span class=\"token function\">add-port<\/span>&#061;9000<span class=\"token operator\">\/<\/span>tcp<br \/>\nsudo firewall<span class=\"token operator\">&#8211;<\/span>cmd <span class=\"token operator\">&#8212;<\/span>reload<br \/>\nsudo firewall<span class=\"token operator\">&#8211;<\/span>cmd <span class=\"token operator\">&#8212;<\/span>list<span class=\"token operator\">&#8211;<\/span>ports<br \/>\n<span class=\"token comment\">#\u5207\u6362\u7528\u6237<\/span><br \/>\nsu <span class=\"token operator\">&#8211;<\/span> hadoop<br \/>\nvim ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc <span class=\"token comment\">#\u7f16\u8f91&#xff0c;\u4e0d\u540c\u7528\u6237\u4e0d\u540c\u7684\u73af\u5883\u53d8\u91cf\u6587\u4ef6<\/span><br \/>\n<span class=\"token comment\">#\u5207\u6362\u5b8c\u7528\u6237\u540e\u4ece\u65b0\u914d\u7f6ejava\u548chadoop\u7684\u73af\u5883\u53d8\u91cf&#xff08;\u5982\u4e0b\u56fe&#xff09;<\/span><br \/>\n<span class=\"token comment\">#\u6211Java\u7684\u73af\u5883\u53d8\u91cf\u662f\u4e00\u4e2a\u811a\u672c\u6587\u4ef6&#xff08;Java8 \u548cjava11\u9700\u8981\u5207\u6362&#xff09;&#xff0c;\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u914d\u7f6e<\/span><br \/>\n<span class=\"token comment\">#\u4fdd\u5b58\u540e\u518d\u6267\u884c&#xff08;\u8ba9\u914d\u7f6e\u6587\u4ef6\u751f\u6548&#xff09;<\/span><br \/>\nsource ~<span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>bashrc<br \/>\n<span class=\"token comment\">#\u9a8c\u8bc1\u662f\u5426\u751f\u6548<\/span><br \/>\n<span class=\"token function\">echo<\/span> <span class=\"token variable\">$JAVA_HOME<\/span><br \/>\n<span class=\"token function\">echo<\/span> <span class=\"token variable\">$HADOOP_HOME<\/span><br \/>\nwhich hadoop<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200726-688929fe28bb1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><br \/>\n<img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200726-688929fe5e1af.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/>\u603b\u603b\u7ed3&#xff1a;hadoop\u662f\u4ec0\u4e48&#xff0c;\u662f\u7528\u6765\u5904\u7406\u6d77\u91cf\u6570\u636e\u7684&#xff0c;\u7136\u540e\u6709\u4e24\u5927\u6838\u5fc3\u6a21\u5757&#xff0c;\u4e00\u4e2a\u5c31\u662f&#xff0c;\u5206\u5e03\u5f0f\u6587\u4ef6HDFS&#xff08;Hadoop Distributed File System&#xff09;&#xff0c;\u91cc\u9762\u6709\u4e24\u79cd\u8282\u70b9NameNode\u548cDataNode &#xff0c;HDFS\u4f1a\u628a\u4e00\u4e2a\u5927\u6587\u4ef6\u5206\u6210\u5757&#xff08;block\u9ed8\u8ba4\u5927\u5c0f\u662f128MB&#xff09;\u6bcf\u4e2a\u5757\u4f1a\u6709\u591a\u4e2a\u526f\u672c\u5b58\u5728\u4e0d\u540c\u7684\u670d\u52a1\u5668\u4e0a&#xff08;\u9ed8\u8ba43\u4e2a&#xff09;&#xff0c;\u5177\u4f53\u7684\u5185\u5bb9\u5b58\u5728DataNode\u91cc\u9762&#xff0c;\u800cNameNode\u76f8\u5f53\u4e8eDataNode\u7684\u76ee\u5f55\u3002<\/p>\n<h3>hadoop\u64cd\u4f5c\u4e0a\u4f20&#xff0c;\u4e0b\u8f7d&#xff0c;\u8bfb\u53d6\u6587\u4ef6\u7684\u547d\u4ee4<\/h3>\n<p><span class=\"token comment\">#\u67e5\u770bHDFS\u7684\u6839\u76ee\u5f55<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">ls<\/span> <span class=\"token operator\">\/<\/span><br \/>\n<span class=\"token comment\"># \u521b\u5efa\u7528\u6237\u76ee\u5f55<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>mkdir <span class=\"token operator\">&#8211;<\/span>p <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<br \/>\n<span class=\"token comment\"># \u521b\u5efa\u4e34\u65f6\u76ee\u5f55&#xff08;\u67d0\u4e9b\u7a0b\u5e8f\u53ef\u80fd\u4f1a\u7528\u5230&#xff09;<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>mkdir <span class=\"token operator\">\/<\/span>tmp<br \/>\n<span class=\"token comment\"># \u8bbe\u7f6e\u4e34\u65f6\u76ee\u5f55\u6743\u9650\u4e3a 777&#xff08;\u67d0\u4e9b\u7a0b\u5e8f\u4f9d\u8d56&#xff09;<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>chmod <span class=\"token operator\">&#8211;<\/span>R 777 <span class=\"token operator\">\/<\/span>tmp<\/p>\n<p>\u4e0a\u4f20\u6587\u4ef6<br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>put <span class=\"token operator\">\/<\/span>\u672c\u5730\u8def\u5f84<span class=\"token operator\">\/<\/span>\u6587\u4ef6\u540d <span class=\"token operator\">\/<\/span>HDFS\u76ee\u6807\u8def\u5f84<br \/>\n<span class=\"token comment\">#\u5217\u5b50<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>put <span class=\"token operator\">\/<\/span>home<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>files<span class=\"token operator\">\/<\/span>\u5251\u676501<span class=\"token punctuation\">.<\/span>mp4 <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span><br \/>\n<span class=\"token comment\">#\u67e5\u770b\u662f\u5426\u4e0a\u4f20\u6210\u529f<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">ls<\/span> <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250729200726-688929fea9408.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><span class=\"token comment\"># \u67e5\u770b\u6587\u4ef6\u5757\u548c\u4f4d\u7f6e<\/span><br \/>\nhdfs fsck <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>\u5251\u676501<span class=\"token punctuation\">.<\/span>mp4 <span class=\"token operator\">&#8211;<\/span>files <span class=\"token operator\">&#8211;<\/span>blocks <span class=\"token operator\">&#8211;<\/span>locations<br \/>\n\u8f93\u51fa&#xff1a;<br \/>\nStatus: HEALTHY<br \/>\n<span class=\"token comment\"># \u2705 \u6587\u4ef6\u5065\u5eb7&#xff0c;\u672a\u7f3a\u5757\u3001\u672a\u635f\u574f<\/span><\/p>\n<p>Number of <span class=\"token keyword\">data<\/span><span class=\"token operator\">&#8211;<\/span>nodes:1<br \/>\n<span class=\"token comment\"># &#x1f4e6; \u5f53\u524d\u96c6\u7fa4\u4e2d\u53ea\u67091\u4e2a DataNode&#xff08;\u5355\u8282\u70b9\u4f2a\u5206\u5e03\u5f0f&#xff09;<\/span><\/p>\n<p>Number of racks:1<br \/>\n<span class=\"token comment\"># &#x1f4f6; \u5f53\u524d\u4ec5\u914d\u7f6e\u4e861\u4e2a\u673a\u67b6&#xff08;Rack&#xff09;<\/span><\/p>\n<p>Total dirs:0<br \/>\n<span class=\"token comment\"># &#x1f4c1; \u603b\u5171\u76ee\u5f55\u6570\u91cf\u4e3a0&#xff08;\u56e0\u4e3a\u53ea\u68c0\u67e5\u4e86\u4e00\u4e2a\u6587\u4ef6&#xff09;<\/span><\/p>\n<p>Total symlinks:0<br \/>\n<span class=\"token comment\"># &#x1f517; \u7b26\u53f7\u94fe\u63a5\u6570\u91cf\u4e3a0&#xff08;HDFS\u4e2d\u5f88\u5c11\u4f7f\u7528\u7b26\u53f7\u94fe\u63a5&#xff09;<\/span><\/p>\n<p>Replicated Blocks:<br \/>\n Total size:2655188930 B<br \/>\n <span class=\"token comment\"># &#x1f4c4; \u6587\u4ef6\u603b\u5927\u5c0f\u7ea6 2.65GB<\/span><\/p>\n<p> Total files:1<br \/>\n <span class=\"token comment\"># &#x1f4c1; \u672c\u6b21\u68c0\u67e5\u7684\u6587\u4ef6\u6570\u91cf<\/span><\/p>\n<p> Total blocks <span class=\"token punctuation\">(<\/span>validated<span class=\"token punctuation\">)<\/span>:20 <span class=\"token punctuation\">(<\/span>avg<span class=\"token punctuation\">.<\/span> block size 132759446 B<span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># &#x1f4e6; \u6587\u4ef6\u88ab\u5207\u5206\u4e3a20\u4e2a\u5757&#xff0c;\u6bcf\u4e2a\u5757\u5e73\u5747\u7ea6132MB&#xff08;\u7b26\u5408HDFS\u9ed8\u8ba4128MB&#xff09;<\/span><\/p>\n<p> Minimally replicated blocks:20 <span class=\"token punctuation\">(<\/span>100<span class=\"token punctuation\">.<\/span>0 <span class=\"token operator\">%<\/span><span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># \u2705 \u6240\u6709\u5757\u81f3\u5c11\u67091\u4e2a\u526f\u672c&#xff0c;\u7b26\u5408\u8bbe\u5b9a\u7684\u526f\u672c\u6570<\/span><\/p>\n<p> Over<span class=\"token operator\">&#8211;<\/span>replicated blocks:0 <span class=\"token punctuation\">(<\/span>0<span class=\"token punctuation\">.<\/span>0 <span class=\"token operator\">%<\/span><span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># &#x1f4c8; \u6ca1\u6709\u526f\u672c\u6570\u91cf\u8d85\u51fa\u914d\u7f6e\u7684\u5757<\/span><\/p>\n<p> Under<span class=\"token operator\">&#8211;<\/span>replicated blocks:0 <span class=\"token punctuation\">(<\/span>0<span class=\"token punctuation\">.<\/span>0 <span class=\"token operator\">%<\/span><span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># &#x1f4c9; \u6ca1\u6709\u526f\u672c\u6570\u91cf\u4e0d\u8db3\u7684\u5757<\/span><\/p>\n<p> Mis<span class=\"token operator\">&#8211;<\/span>replicated blocks:0 <span class=\"token punctuation\">(<\/span>0<span class=\"token punctuation\">.<\/span>0 <span class=\"token operator\">%<\/span><span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># \u26a0\ufe0f \u5757\u6ca1\u6709\u5206\u5e03\u4e0d\u5408\u7406&#xff08;\u5982\u6240\u6709\u526f\u672c\u90fd\u96c6\u4e2d\u5728\u540c\u4e00\u8282\u70b9&#xff09;\u7684\u95ee\u9898<\/span><\/p>\n<p> Default replication factor:1<br \/>\n <span class=\"token comment\"># &#x1f501; \u5f53\u524d\u7cfb\u7edf\u9ed8\u8ba4\u526f\u672c\u6570\u4e3a1&#xff08;\u5355\u8282\u70b9\u65e0\u6cd5\u8bbe\u7f6e\u66f4\u9ad8&#xff09;<\/span><\/p>\n<p> Average block replication:1<span class=\"token punctuation\">.<\/span>0<br \/>\n <span class=\"token comment\"># &#x1f4ca; \u6240\u6709\u5757\u5e73\u5747\u67091\u4e2a\u526f\u672c<\/span><\/p>\n<p> Missing blocks:0<br \/>\n <span class=\"token comment\"># \u274c \u6ca1\u6709\u7f3a\u5931\u7684\u5757<\/span><\/p>\n<p> Corrupt blocks:0<br \/>\n <span class=\"token comment\"># \u274c \u6ca1\u6709\u635f\u574f\u7684\u5757<\/span><\/p>\n<p> Missing replicas:0 <span class=\"token punctuation\">(<\/span>0<span class=\"token punctuation\">.<\/span>0 <span class=\"token operator\">%<\/span><span class=\"token punctuation\">)<\/span><br \/>\n <span class=\"token comment\"># \u274c \u6240\u6709\u526f\u672c\u90fd\u5b58\u5728&#xff0c;\u6ca1\u6709\u526f\u672c\u7f3a\u5931<\/span><\/p>\n<p> Blocks queued <span class=\"token keyword\">for<\/span> replication:0<br \/>\n <span class=\"token comment\"># &#x1f4cb; \u6ca1\u6709\u7b49\u5f85\u590d\u5236\u7684\u5757&#xff08;\u8bf4\u660e\u526f\u672c\u5145\u8db3&#xff09;<\/span><\/p>\n<p>Erasure Coded Block Groups:<br \/>\n Total size:0 B<br \/>\n Total files:0<br \/>\n Total block groups <span class=\"token punctuation\">(<\/span>validated<span class=\"token punctuation\">)<\/span>:0<br \/>\n Minimally erasure<span class=\"token operator\">&#8211;<\/span>coded block groups:0<br \/>\n Over<span class=\"token operator\">&#8211;<\/span>erasure<span class=\"token operator\">&#8211;<\/span>coded block groups:0<br \/>\n <span class=\"token comment\"># \u2733\ufe0f \u672a\u4f7f\u7528 Erasure Coding&#xff08;\u7ea0\u5220\u7801&#xff09;&#xff0c;\u8fd9\u662f\u4e00\u79cd\u9ad8\u7ea7\u5b58\u50a8\u65b9\u5f0f&#xff0c;\u7528\u4e8e\u8282\u7701\u7a7a\u95f4&#xff0c;\u5f53\u524d\u672a\u542f\u7528<\/span><\/p>\n<p><span class=\"token comment\"># \u67e5\u770b\u96c6\u7fa4\u526f\u672c\u9ed8\u8ba4\u914d\u7f6e<\/span><br \/>\nhdfs getconf <span class=\"token operator\">&#8211;<\/span>confKey dfs<span class=\"token punctuation\">.<\/span>replication<br \/>\n<span class=\"token comment\"># \u8f93\u51fa\u6587\u4ef6\u5927\u5c0f<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>du <span class=\"token operator\">&#8211;<\/span>h <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span><br \/>\n<span class=\"token comment\">#\u4e0b\u8f7d<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>get <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>\u5251\u676501<span class=\"token punctuation\">.<\/span>mp4 <span class=\"token punctuation\">.<\/span><span class=\"token operator\">\/<\/span><br \/>\n<span class=\"token comment\">#\u9884\u89c8\u5185\u5bb9<\/span><br \/>\n<span class=\"token comment\">#\u67e5\u770b\u6587\u4ef6\u7684\u5f00\u5934<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">cat<\/span> <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>data1<span class=\"token punctuation\">.<\/span>txt <span class=\"token punctuation\">|<\/span> head<br \/>\n<span class=\"token comment\">#\u67e5\u770b\u7ed3\u5c3e&#xff08;\u65e5\u5fd7&#xff09;<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>tail <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>log<span class=\"token punctuation\">.<\/span>txt<br \/>\n<span class=\"token comment\">#\u67e5\u770b\u524d\u51e0\u884c<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">cat<\/span> <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>data2<span class=\"token punctuation\">.<\/span>csv <span class=\"token punctuation\">|<\/span> head <span class=\"token operator\">&#8211;<\/span>n 5<br \/>\n<span class=\"token comment\">#\u8fc7\u6ee4<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">ls<\/span> <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span> <span class=\"token punctuation\">|<\/span> grep <span class=\"token string\">&#039;\\\\.csv&#039;<\/span><br \/>\n<span class=\"token comment\">#\u67e5\u627e<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>find <span class=\"token operator\">\/<\/span> <span class=\"token operator\">&#8211;<\/span>name <span class=\"token string\">&#034;*.csv&#034;<\/span><br \/>\n<span class=\"token comment\">#\u67e5\u627e\u7279\u5b9a\u540d\u5b57<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span>find <span class=\"token operator\">\/<\/span> <span class=\"token operator\">&#8211;<\/span>name <span class=\"token string\">&#034;data2025-*.txt&#034;<\/span><br \/>\n<span class=\"token comment\">#\u5220\u9664<\/span><br \/>\nhdfs dfs <span class=\"token operator\">&#8211;<\/span><span class=\"token function\">rm<\/span> <span class=\"token operator\">\/<\/span>user<span class=\"token operator\">\/<\/span>hadoop<span class=\"token operator\">\/<\/span>\u5251\u676501<span class=\"token punctuation\">.<\/span>mp4<br \/>\n<span class=\"token comment\">#\u7528 hdfs dfs -ls \u67e5\u770b\u4e0a\u4f20\u4e86\u54ea\u4e9b\u6587\u4ef6<\/span><br \/>\n<span class=\"token comment\">#\u7528 -cat\u3001-tail\u3001head \u67e5\u770b\u5185\u5bb9\u5224\u65ad\u662f\u4e0d\u662f\u4f60\u8981\u7684<\/span><br \/>\n<span class=\"token comment\">#\u7528 -du -h \u770b\u5927\u5c0f&#xff0c;\u6216 grep \/ find \u8f85\u52a9\u7b5b\u9009<\/span><\/p>\n<h3>Hadoop\u7aef\u53e3\u4ecb\u7ecd<\/h3>\n<table>\n<tr>\u7aef\u53e3\u7c7b\u578b\u670d\u52a1\u7528\u6cd5\u662f\u5426\u6d4f\u89c8\u5668\u80fd\u8bbf\u95ee<\/tr>\n<tbody>\n<tr>\n<td>9000<\/td>\n<td>RPC\u901a\u4fe1\u7aef\u53e3<\/td>\n<td>NameNode<\/td>\n<td>Hadoop \u547d\u4ee4\u901a\u4fe1&#xff08;\u5982 put\u3001get\u3001ls&#xff09;<\/td>\n<td>\u274c \u4e0d\u884c&#xff0c;\u540e\u53f0\u670d\u52a1\u7aef\u53e3<\/td>\n<\/tr>\n<tr>\n<td>9870<\/td>\n<td>Web UI<\/td>\n<td>NameNode Web<\/td>\n<td>\u6d4f\u89c8 HDFS \u76ee\u5f55\u3001\u67e5\u770b\u5757\u4f4d\u7f6e<\/td>\n<td>\u2705 \u53ef\u4ee5<\/td>\n<\/tr>\n<tr>\n<td>9864<\/td>\n<td>Web UI<\/td>\n<td>DataNode Web<\/td>\n<td>\u67e5\u770b DataNode \u72b6\u6001\u548c\u6570\u636e\u5757<\/td>\n<td>\u2705 \u53ef\u4ee5<\/td>\n<\/tr>\n<tr>\n<td>8088<\/td>\n<td>Web UI<\/td>\n<td>YARN ResourceManager<\/td>\n<td>\u67e5\u770b\u4f5c\u4e1a\u8fd0\u884c\u72b6\u6001<\/td>\n<td>\u2705 \u53ef\u4ee5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>hadoop\u5b89\u5168\u6a21\u5f0f<\/h3>\n<p>\u91cd\u65b0\u542f\u52a8\u7684\u65f6\u5019\u4f1a\u8fdb\u5165\u5230\u5b89\u5168\u6a21\u5f0f<\/p>\n<p><span class=\"token comment\"># \u67e5\u770b\u5b89\u5168\u6a21\u5f0f\u72b6\u6001<\/span><br \/>\nhdfs dfsadmin <span class=\"token operator\">&#8211;<\/span>safemode get<br \/>\n<span class=\"token comment\">#\u5f3a\u5236\u9000\u51fa\u5b89\u5168\u6a21\u5f0f<\/span><br \/>\nhdfs dfsadmin <span class=\"token operator\">&#8211;<\/span>safemode leave<br \/>\n<span class=\"token comment\"># \u8f93\u51fa\u793a\u4f8b&#xff1a;<\/span><br \/>\n<span class=\"token comment\"># Safe mode is ON<\/span><br \/>\n<span class=\"token comment\"># \u6216<\/span><br \/>\n<span class=\"token comment\"># Safe mode is OFF<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb719\u6b21\uff0c\u70b9\u8d5e14\u6b21\uff0c\u6536\u85cf28\u6b21\u3002\u6458\u8981 \u672c\u6587\u89e3\u51b3\u4e24\u4e2a\u5e38\u89c1\u95ee\u9898\uff1a1) Windows\u811a\u672c\u5728Linux\u7cfb\u7edf\u8fd0\u884c\u65f6\u56e0\u6362\u884c\u7b26\u5dee\u5f02\u5bfc\u81f4\u7684\u62a5\u9519\uff0c\u53ef\u901a\u8fc7dos2unix\u547d\u4ee4\u8f6c\u6362\u683c\u5f0f\uff1b2) CentOS\u591a\u7248\u672cJava\u7ba1\u7406\u65b9\u6848\uff0c\u63d0\u4f9b\u81ea\u52a8\u5207\u6362\u811a\u672c\u5e76\u901a\u8fc7alternatives\u5b9e\u73b0\u7248\u672c\u540c\u6b65\u3002\u540c\u65f6\u4ecb\u7ecdHadoop 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