{"id":36222,"date":"2025-05-08T10:40:41","date_gmt":"2025-05-08T02:40:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/36222.html"},"modified":"2025-05-08T10:40:41","modified_gmt":"2025-05-08T02:40:41","slug":"%e3%80%90%e5%a4%a7%e6%95%b0%e6%8d%ae%e3%80%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%8a%e9%83%a8%e7%bd%b2apache-paimon","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/36222.html","title":{"rendered":"\u3010\u5927\u6570\u636e\u3011\u670d\u52a1\u5668\u4e0a\u90e8\u7f72Apache Paimon"},"content":{"rendered":"<h3>1. \u73af\u5883\u51c6\u5907<\/h3>\n<p>\u5728\u5f00\u59cb\u90e8\u7f72\u4e4b\u524d&#xff0c;\u8bf7\u786e\u4fdd\u670d\u52a1\u5668\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u8981\u6c42&#xff1a;<\/p>\n<p>\u64cd\u4f5c\u7cfb\u7edf: \u63a8\u8350\u4f7f\u7528 Linux&#xff08;\u5982 Ubuntu\u3001CentOS&#xff09;\u3002 Java \u73af\u5883: Paimon \u4f9d\u8d56 Java&#xff0c;\u63a8\u8350\u5b89\u88c5 JDK 8 \u6216\u66f4\u9ad8\u7248\u672c\u3002 Flink \u73af\u5883: Paimon \u662f\u57fa\u4e8e Apache Flink \u7684\u5b58\u50a8\u7cfb\u7edf&#xff0c;\u56e0\u6b64\u9700\u8981\u5148\u90e8\u7f72 Flink \u96c6\u7fa4\u3002 Hadoop \u6216\u5bf9\u8c61\u5b58\u50a8&#xff08;\u53ef\u9009&#xff09;: \u5982\u679c\u9700\u8981\u5c06\u6570\u636e\u5b58\u50a8\u5230\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf&#xff08;\u5982 HDFS&#xff09;\u6216\u4e91\u5b58\u50a8&#xff08;\u5982 AWS S3&#xff09;&#xff0c;\u8bf7\u63d0\u524d\u914d\u7f6e\u76f8\u5173\u73af\u5883\u3002 \u68c0\u67e5 Java \u73af\u5883 \u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u670d\u52a1\u5668\u662f\u5426\u5df2\u5b89\u88c5 Java&#xff1a;<\/p>\n<p>java -version<\/p>\n<p>\u5982\u679c\u672a\u5b89\u88c5&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b89\u88c5&#xff1a;<\/p>\n<h2>\u5bf9\u4e8e Ubuntu<\/h2>\n<p><span class=\"token function\">sudo<\/span> <span class=\"token function\">apt<\/span> update<br \/>\n<span class=\"token function\">sudo<\/span> <span class=\"token function\">apt<\/span> <span class=\"token function\">install<\/span> openjdk-8-jdk<\/p>\n<h2>\u5bf9\u4e8e CentOS<\/h2>\n<p><span class=\"token function\">sudo<\/span> yum <span class=\"token function\">install<\/span> java-1.8.0-openjdk-devel<\/p>\n<h3>2. \u4e0b\u8f7d\u5e76\u5b89\u88c5 Apache Flink<\/h3>\n<p>Paimon \u4f9d\u8d56\u4e8e Apache Flink&#xff0c;\u56e0\u6b64\u9700\u8981\u5148\u90e8\u7f72 Flink \u96c6\u7fa4\u3002<\/p>\n<p>\u4e0b\u8f7d Flink \u8bbf\u95ee Apache Flink \u5b98\u65b9\u4e0b\u8f7d\u9875\u9762&#xff0c;\u9009\u62e9\u9002\u5408\u7684\u7248\u672c\u5e76\u4e0b\u8f7d\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p><span class=\"token function\">wget<\/span> https:\/\/archive.apache.org\/dist\/flink\/flink-1.16.0\/flink-1.16.0-bin-scala_2.12.tgz<br \/>\n<span class=\"token function\">tar<\/span> -xzf flink-1.16.0-bin-scala_2.12.tgz<br \/>\n<span class=\"token builtin class-name\">cd<\/span> flink-1.16.0<\/p>\n<p>\u542f\u52a8 Flink \u96c6\u7fa4<\/p>\n<p>.\/bin\/start-cluster.sh<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee http:\/\/:8081 \u6765\u9a8c\u8bc1 Flink \u662f\u5426\u542f\u52a8\u6210\u529f\u3002<\/p>\n<h3>3. \u4e0b\u8f7d\u5e76\u914d\u7f6e Apache Paimon<\/h3>\n<p>Paimon \u662f\u4e00\u4e2a\u72ec\u7acb\u7684\u5b58\u50a8\u683c\u5f0f&#xff0c;\u901a\u5e38\u4f5c\u4e3a Flink \u7684\u6269\u5c55\u6765\u4f7f\u7528\u3002<\/p>\n<p>\u4e0b\u8f7d Paimon \u8bbf\u95ee Apache Paimon \u5b98\u65b9 GitHub Release \u9875\u9762 \u4e0b\u8f7d\u6700\u65b0\u7248\u672c\u7684 Paimon Jar \u6587\u4ef6\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p><span class=\"token function\">wget<\/span> https:\/\/github.com\/apache\/incubator-paimon\/releases\/download\/v0.4.0\/paimon-flink-1.16-0.4.0.jar<\/p>\n<p>\u5c06 Paimon Jar \u653e\u5165 Flink \u7684 lib \u76ee\u5f55 \u5c06\u4e0b\u8f7d\u7684 Paimon Jar \u6587\u4ef6\u590d\u5236\u5230 Flink \u7684 lib \u76ee\u5f55\u4e2d&#xff1a;<\/p>\n<p><span class=\"token function\">cp<\/span> paimon-flink-1.16-0.4.0.jar flink-1.16.0\/lib\/<\/p>\n<p>\u91cd\u542f Flink \u96c6\u7fa4 \u4e3a\u4e86\u8ba9 Flink \u52a0\u8f7d Paimon \u63d2\u4ef6&#xff0c;\u9700\u8981\u91cd\u542f Flink \u96c6\u7fa4&#xff1a;<\/p>\n<p>.\/bin\/stop-cluster.sh<br \/>\n.\/bin\/start-cluster.sh<\/p>\n<h3>4. \u914d\u7f6e\u5b58\u50a8\u540e\u7aef<\/h3>\n<p>Paimon \u652f\u6301\u591a\u79cd\u5b58\u50a8\u540e\u7aef&#xff0c;\u5305\u62ec\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u3001HDFS \u548c\u5bf9\u8c61\u5b58\u50a8&#xff08;\u5982 AWS S3&#xff09;\u3002\u6839\u636e\u4f60\u7684\u9700\u6c42\u8fdb\u884c\u914d\u7f6e\u3002<\/p>\n<p>\u4f7f\u7528\u672c\u5730\u6587\u4ef6\u7cfb\u7edf \u9ed8\u8ba4\u60c5\u51b5\u4e0b&#xff0c;Paimon \u4f7f\u7528\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u4f5c\u4e3a\u5b58\u50a8\u540e\u7aef\u3002\u4f60\u65e0\u9700\u989d\u5916\u914d\u7f6e\u3002<\/p>\n<p>\u4f7f\u7528 HDFS \u5982\u679c\u4f7f\u7528 HDFS&#xff0c;\u8bf7\u786e\u4fdd Hadoop \u5df2\u6b63\u786e\u5b89\u88c5\u5e76\u914d\u7f6e\u597d HADOOP_CONF_DIR \u73af\u5883\u53d8\u91cf\u3002\u7136\u540e\u5728 Flink \u4e2d\u6307\u5b9a HDFS \u8def\u5f84&#xff1a;<\/p>\n<p><span class=\"token keyword\">CREATE<\/span> <span class=\"token keyword\">TABLE<\/span> my_table <span class=\"token punctuation\">(<\/span><br \/>\n    id <span class=\"token keyword\">BIGINT<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    name STRING<br \/>\n<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">WITH<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#039;connector&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;paimon&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#039;path&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;hdfs:\/\/namenode:8020\/path\/to\/paimon&#039;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u4f7f\u7528 AWS S3 \u5982\u679c\u4f7f\u7528 AWS S3&#xff0c;\u8bf7\u786e\u4fdd\u5728 Flink \u4e2d\u914d\u7f6e\u4e86 S3 \u7684\u8bbf\u95ee\u5bc6\u94a5\u548c\u5b58\u50a8\u6876\u8def\u5f84\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p><span class=\"token keyword\">CREATE<\/span> <span class=\"token keyword\">TABLE<\/span> my_table <span class=\"token punctuation\">(<\/span><br \/>\n    id <span class=\"token keyword\">BIGINT<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    name STRING<br \/>\n<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">WITH<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#039;connector&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;paimon&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#039;path&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;s3:\/\/my-bucket\/path\/to\/paimon&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#039;s3.access-key&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your-access-key&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#039;s3.secret-key&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your-secret-key&#039;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<h3>5. \u521b\u5efa\u8868\u5e76\u6d4b\u8bd5<\/h3>\n<p>\u901a\u8fc7 Flink SQL CLI \u6216\u7a0b\u5e8f\u4ee3\u7801\u521b\u5efa\u8868\u5e76\u6d4b\u8bd5 Paimon \u7684\u529f\u80fd\u3002 \u542f\u52a8 Flink SQL CLI<\/p>\n<p>.\/bin\/sql-client.sh<\/p>\n<p>\u521b\u5efa Paimon \u8868 \u5728 Flink SQL CLI \u4e2d\u6267\u884c\u4ee5\u4e0b\u8bed\u53e5&#xff1a;<\/p>\n<p><span class=\"token keyword\">CREATE<\/span> <span class=\"token keyword\">TABLE<\/span> my_table <span class=\"token punctuation\">(<\/span><br \/>\n    id <span class=\"token keyword\">BIGINT<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    name STRING<span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token keyword\">PRIMARY<\/span> <span class=\"token keyword\">KEY<\/span> <span class=\"token punctuation\">(<\/span>id<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">NOT<\/span> ENFORCED<br \/>\n<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">WITH<\/span> <span class=\"token punctuation\">(<\/span><br \/>\n    <span class=\"token string\">&#039;connector&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;paimon&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    <span class=\"token string\">&#039;path&#039;<\/span> <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\/path\/to\/paimon&#039;<\/span><br \/>\n<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>\u63d2\u5165\u6570\u636e<\/p>\n<p><span class=\"token keyword\">INSERT<\/span> <span class=\"token keyword\">INTO<\/span> my_table <span class=\"token keyword\">VALUES<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;Alice&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;Bob&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n\u67e5\u8be2\u6570\u636e<br \/>\n<span class=\"token keyword\">SELECT<\/span> <span class=\"token operator\">*<\/span> <span class=\"token keyword\">FROM<\/span> my_table<span class=\"token punctuation\">;<\/span><\/p>\n<h3>6. \u9a8c\u8bc1\u90e8\u7f72<\/h3>\n<p>\u786e\u4fdd\u6570\u636e\u63d2\u5165\u548c\u67e5\u8be2\u64cd\u4f5c\u6b63\u5e38\u3002 \u68c0\u67e5\u5b58\u50a8\u8def\u5f84&#xff08;\u5982\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u6216 HDFS&#xff09;\u4e2d\u662f\u5426\u751f\u6210\u4e86 Paimon \u7684\u5143\u6570\u636e\u548c\u6570\u636e\u6587\u4ef6\u3002<\/p>\n<h3>7. \u5e38\u89c1\u95ee\u9898\u6392\u67e5<\/h3>\n<ul>\n<li>Flink \u65e0\u6cd5\u52a0\u8f7d&#xff1a;Paimon \u63d2\u4ef6 \u786e\u4fdd Paimon Jar \u6587\u4ef6\u5df2\u6b63\u786e\u653e\u7f6e\u5728 Flink \u7684 lib \u76ee\u5f55\u4e2d&#xff0c;\u5e76\u91cd\u542f Flink \u96c6\u7fa4\u3002<\/li>\n<li>\u5b58\u50a8\u8def\u5f84\u4e0d\u53ef\u7528&#xff1a;\u68c0\u67e5\u5b58\u50a8\u8def\u5f84\u7684\u6743\u9650\u548c\u914d\u7f6e\u662f\u5426\u6b63\u786e&#xff0c;\u7279\u522b\u662f HDFS \u6216 S3 \u7684\u8bbf\u95ee\u6743\u9650\u3002<\/li>\n<li>\u6027\u80fd\u95ee\u9898&#xff1a;\u5982\u679c\u6570\u636e\u91cf\u8f83\u5927&#xff0c;\u5efa\u8bae\u4f18\u5316 Flink \u96c6\u7fa4\u7684\u8d44\u6e90\u914d\u7f6e&#xff08;\u5982 TaskManager \u5185\u5b58\u548c\u5e76\u884c\u5ea6&#xff09;\u3002<\/li>\n<li>\u4f9d\u8d56\u51b2\u7a81&#xff1a;\u786e\u4fddFlink\u548cPaimon\u7248\u672c\u517c\u5bb9&#xff08;\u5982Paimon 1.2\u9700Flink 1.16&#043;&#xff09;\u3002<\/li>\n<li>\u6743\u9650\u95ee\u9898&#xff1a;\u82e5\u4f7f\u7528HDFS\/S3&#xff0c;\u9700\u914d\u7f6e\u670d\u52a1\u5668\u8bbf\u95ee\u51ed\u8bc1&#xff08;\u5982core-site.xml&#xff09;\u3002<\/li>\n<li>\u5c0f\u6587\u4ef6\u8fc7\u591a&#xff1a;\u8c03\u6574compaction.min.file-num&#xff08;\u5408\u5e76\u89e6\u53d1\u9608\u503c&#xff09;\u4f18\u5316\u5b58\u50a8\u3002<\/li>\n<\/ul>\n<h3>8. \u751f\u4ea7\u73af\u5883\u5efa\u8bae<\/h3>\n<p>\u9ad8\u53ef\u7528&#xff1a;\u90e8\u7f72Flink on YARN\/K8s&#xff0c;\u542f\u7528Checkpoint\u548cSavepoint\u3002 \u76d1\u63a7&#xff1a;\u96c6\u6210Prometheus &#043; Grafana\u76d1\u63a7Flink\u548cPaimon\u6307\u6807\u3002 \u5907\u4efd&#xff1a;\u5b9a\u671f\u5bfc\u51fa\u5143\u6570\u636e&#xff08;snapshot\u76ee\u5f55&#xff09;\u5230\u5f02\u5730\u5b58\u50a8\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb844\u6b21\uff0c\u70b9\u8d5e16\u6b21\uff0c\u6536\u85cf4\u6b21\u3002\u5728\u5f00\u59cb\u90e8\u7f72\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u670d\u52a1\u5668\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u8981\u6c42\uff1a\u64cd\u4f5c\u7cfb\u7edf: \u63a8\u8350\u4f7f\u7528 Linux\uff08\u5982 Ubuntu\u3001CentOS\uff09\u3002Java \u73af\u5883: Paimon \u4f9d\u8d56 Java\uff0c\u63a8\u8350\u5b89\u88c5 JDK 8 \u6216\u66f4\u9ad8\u7248\u672c\u3002Flink \u73af\u5883: Paimon \u662f\u57fa\u4e8e Apache Flink \u7684\u5b58\u50a8\u7cfb\u7edf\uff0c\u56e0\u6b64\u9700\u8981\u5148\u90e8\u7f72 Flink \u96c6\u7fa4\u3002Hadoop \u6216\u5bf9\u8c61\u5b58\u50a8\uff08\u53ef\u9009\uff09: 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