{"id":103610,"date":"2024-04-15T12:25:23","date_gmt":"2024-04-15T04:25:23","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/103610.html"},"modified":"2024-04-15T12:25:26","modified_gmt":"2024-04-15T04:25:26","slug":"%e6%9c%89%e5%93%aa%e4%ba%9b%e5%bc%80%e6%ba%90%e7%9a%84%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%ae%a1%e7%90%86%e5%b9%b3%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/103610.html","title":{"rendered":"\u6709\u54ea\u4e9b\u5f00\u6e90\u7684\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/02174826\/c7e4e6a2-a889-4a9b-a013-f11159900cb1.webp\" alt=\"\u6709\u54ea\u4e9b\u5f00\u6e90\u7684\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\" \/><\/p>\n<p><p>\u5f00\u6e90\u7684\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u6db5\u76d6\u4e86\u5404\u5f0f\u529f\u80fd\uff0c\u4ee5\u652f\u6301\u6570\u636e\u7684\u91c7\u96c6\u3001\u5b58\u50a8\u3001\u5904\u7406\u3001\u5206\u6790\uff0c\u4ee5\u53ca\u53ef\u89c6\u5316\u7b49\u591a\u4e2a\u65b9\u9762\u3002<strong>\u5176\u4e2d\u6700\u4e3a\u4eba\u6240\u719f\u77e5\u7684\u5305\u62ecHadoop\u3001Apache Spark\u3001Apache Flink\u3001Elasticsearch\u53caApache HBase<\/strong>\u7b49\u3002\u5f00\u6e90\u5927\u6570\u636e\u5e73\u53f0\u56e0\u5176\u7075\u6d3b\u6027\u3001\u6210\u672c\u6548\u76ca\u53ca\u793e\u533a\u652f\u6301\u7b49\u4f18\u52bf\uff0c\u8d8a\u6765\u8d8a\u53d7\u5230\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u7684\u9752\u7750\u3002<\/p>\n<\/p>\n<p><p>\u5728\u8fd9\u4e9b\u5e73\u53f0\u4e2d\uff0c<strong>Apache Hadoop<\/strong> \u662f\u65e9\u671f\u5f00\u6e90\u5927\u6570\u636e\u6280\u672f\u7684\u5148\u9a71\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u53ef\u9760\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\u3002Hadoop\u901a\u8fc7HDFS\uff08Hadoop Distributed File System\uff09\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u6570\u636e\u5b58\u50a8\u529f\u80fd\uff0c\u540c\u65f6\u5b83\u7684MapReduce\u7f16\u7a0b\u6a21\u578b\u652f\u6301\u5bf9\u5927\u89c4\u6a21\u6570\u636e\u96c6\u8fdb\u884c\u5e76\u884c\u5904\u7406\u3002Hadoop\u751f\u6001\u7cfb\u7edf\u4e2d\u8fd8\u5305\u62ec\u4e86\u8bf8\u591a\u7ec4\u4ef6\uff0c\u5982Hive\u3001Pig\u3001HBase\u7b49\uff0c\u8fd9\u4e9b\u7ec4\u4ef6\u4f7fHadoop\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6570\u636e\u5b58\u50a8\u548c\u5904\u7406\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5927\u6570\u636e\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001APACHE HADOOP<\/h3>\n<\/p>\n<p><p>Apache Hadoop\u662f\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u5141\u8bb8\u5927\u89c4\u6a21\u6570\u636e\u96c6\u5b58\u50a8\u548c\u5904\u7406\u5728\u5206\u5e03\u5f0f\u8ba1\u7b97\u73af\u5883\u4e2d\u3002\u5b83\u7531\u4e24\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u7ec4\u6210\uff1aHDFS\u548cMapReduce\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>HDFS\uff08Hadoop Distributed File System\uff09<\/strong> \u662fHadoop\u7684\u6570\u636e\u5b58\u50a8\u90e8\u5206\u3002\u5b83\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\uff0c\u8bbe\u8ba1\u7528\u6765\u8de8\u591a\u53f0\u670d\u52a1\u5668\u5b58\u50a8\u5927\u91cf\u6570\u636e\u3002\u901a\u8fc7\u5c06\u6570\u636e\u5206\u6563\u5b58\u50a8\u5728\u4e00\u53f0\u6216\u591a\u53f0\u670d\u52a1\u5668\u4e0a\uff0cHDFS\u80fd\u63d0\u9ad8\u6570\u636e\u8bbf\u95ee\u7684\u901f\u5ea6\u548c\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u3002\u6570\u636e\u5728HDFS\u4e2d\u88ab\u5206\u5272\u6210\u5757\uff08\u9ed8\u8ba4\u5927\u5c0f\u4e3a128MB\u6216256MB\uff09\uff0c\u6bcf\u4e2a\u5757\u90fd\u6709\u591a\u4e2a\u526f\u672c\u5206\u5e03\u5728\u4e0d\u540c\u7684\u8282\u70b9\u4e0a\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u9ad8\u53ef\u7528\u4e0e\u5bb9\u9519\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>MapReduce\u662fHadoop\u7684\u6570\u636e\u5904\u7406\u6846\u67b6\u3002\u5b83\u662f\u4e00\u79cd\u7f16\u7a0b\u6a21\u578b\uff0c\u7528\u4e8e\u5904\u7406\u548c\u751f\u6210\u5927\u6570\u636e\u96c6\u3002\u5de5\u4f5c\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206\uff1aMap\uff08\u6620\u5c04\uff09\u9636\u6bb5\u628a\u8f93\u5165\u6570\u636e\u5206\u6210\u72ec\u7acb\u7684\u7247\u6bb5\u8fdb\u884c\u5904\u7406\uff0cReduce\uff08\u51cf\u5c11\uff09\u9636\u6bb5\u5219\u662f\u5bf9\u8fd9\u4e9b\u5904\u7406\u540e\u7684\u6570\u636e\u8fdb\u884c\u6c47\u603b\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u7684\u5206\u5e03\u5f0f\u8fd0\u7b97\u4f7f\u5f97\u6570\u636e\u5904\u7406\u9ad8\u6548\u800c\u53ef\u9760\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001APACHE SPARK<\/h3>\n<\/p>\n<p><p>Apache Spark\u662f\u4e00\u4e2a\u5feb\u901f\u3001\u901a\u7528\u3001\u53ef\u6269\u5c55\u7684\u5927\u6570\u636e\u5904\u7406\u5e73\u53f0\uff0c\u76f8\u6bd4\u4e8eHadoop MapReduce\uff0c\u5b83\u80fd\u63d0\u4f9b\u66f4\u9ad8\u7684\u5904\u7406\u901f\u5ea6\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Spark\u7684\u6838\u5fc3\u7279\u6027\u4e4b\u4e00\u662f\u5176\u5185\u5b58\u8ba1\u7b97\u80fd\u529b<\/strong>\uff0c\u8fd9\u4f7f\u5f97\u4efb\u52a1\u6267\u884c\u901f\u5ea6\u5927\u5927\u52a0\u5feb\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u8bfb\u5199\u78c1\u76d8\u7684\u590d\u6742\u4efb\u52a1\u3002Spark\u652f\u6301\u591a\u79cd\u6570\u636e\u5904\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u6279\u5904\u7406\u3001\u4ea4\u4e92\u5f0f\u67e5\u8be2\u3001\u5b9e\u65f6\u5206\u6790\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u548c\u56fe\u5f62\u5904\u7406\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>Spark\u901a\u8fc7\u5176\u5f3a\u5927\u7684API\u652f\u6301\u4f7f\u7528Python\u3001Java\u3001Scala\u548cR\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002\u8fd8\u5305\u62ecSpark SQL\u7528\u4e8eSQL\u548c\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\u3001MLlib\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u3001GraphX\u7528\u4e8e\u56fe\u5f62\u5904\u7406\u4ee5\u53caSpark Streaming\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e09\u3001APACHE FLINK<\/h3>\n<\/p>\n<p><p>Apache Flink\u662f\u4e00\u4e2a\u9762\u5411\u6709\u754c\u548c\u65e0\u754c\u6570\u636e\u6d41\u7684\u5206\u5e03\u5f0f\u5904\u7406\u5f15\u64ce\uff0c\u4ee5\u5176\u4f4e\u5ef6\u8fdf\u548c\u9ad8\u541e\u5410\u91cf\u7684\u5b9e\u65f6\u6570\u636e\u5904\u7406\u80fd\u529b\u8457\u79f0\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Flink\u7684\u4e3b\u8981\u4eae\u70b9\u5728\u4e8e\u5176\u6d41\u5904\u7406\u80fd\u529b<\/strong>\uff0c\u5b83\u80fd\u591f\u4ee5\u8fd1\u4e4e\u5b9e\u65f6\u7684\u65b9\u5f0f\u5904\u7406\u548c\u5206\u6790\u6570\u636e\u6d41\u3002\u8fd9\u4f7f\u5f97Flink\u975e\u5e38\u9002\u5408\u9700\u8981\u5b9e\u65f6\u5206\u6790\u7684\u5e94\u7528\u573a\u666f\uff0c\u5982\u5b9e\u65f6\u76d1\u63a7\u3001\u5b9e\u65f6\u62a5\u8b66\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>Flink\u63d0\u4f9b\u4e86\u7cbe\u786e\u7684\u65f6\u95f4\u63a7\u5236\u548c\u72b6\u6001\u7ba1\u7406\u529f\u80fd\uff0c\u652f\u6301\u590d\u6742\u7684\u4e8b\u4ef6\u65f6\u95f4\u5904\u7406\u548c\u5bf9\u72b6\u6001\u7684\u7ec6\u7c92\u5ea6\u63a7\u5236\uff0c\u4ece\u800c\u53ef\u4ee5\u6784\u5efa\u9ad8\u7ea7\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e94\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u56db\u3001ELASTICSEARCH<\/h3>\n<\/p>\n<p><p>Elasticsearch\u662f\u4e00\u4e2a\u9ad8\u5ea6\u53ef\u6269\u5c55\u7684\u5f00\u6e90\u5168\u6587\u641c\u7d22\u548c\u5206\u6790\u5f15\u64ce\u3002\u5b83\u5141\u8bb8\u5feb\u901f\u5730\u3001\u8fd1\u5b9e\u65f6\u5730\u5b58\u50a8\u3001\u641c\u7d22\u548c\u5206\u6790\u5927\u91cf\u6570\u636e\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>Elasticsearch\u6700\u521d\u8bbe\u8ba1\u7528\u4e8e\u6587\u672c\u7d22\u5f15\u548c\u641c\u7d22<\/strong>\uff0c\u4f46\u5b83\u7684\u5f3a\u5927\u529f\u80fd\u4f7f\u5176\u6210\u4e3a\u65e5\u5fd7\u548c\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5206\u6790\u7684\u7406\u60f3\u5e73\u53f0\u3002Elasticsearch\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u5176\u5206\u5e03\u5f0f\u67b6\u6784\uff0c\u652f\u6301\u9ad8\u53ef\u7528\u6027\u548c\u6c34\u5e73\u6269\u5c55\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>\u9664\u4e86\u5f3a\u5927\u7684\u641c\u7d22\u529f\u80fd\uff0cElasticsearch\u8fd8\u5305\u62ec\u4e86\u6570\u636e\u805a\u5408\u548c\u5206\u6790\u7684\u529f\u80fd\u3002\u8fd9\u4f7f\u5f97\u5b83\u4e0d\u4ec5\u9002\u7528\u4e8e\u5168\u6587\u68c0\u7d22\uff0c\u4e5f\u9002\u7528\u4e8e\u590d\u6742\u7684\u6570\u636e\u5206\u6790\u4efb\u52a1\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>\u4e94\u3001APACHE HBASE<\/h3>\n<\/p>\n<p><p>Apache HBase\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u975e\u5173\u7cfb\u578b\u5206\u5e03\u5f0f\u6570\u636e\u5e93\uff08NoSQL\uff09\uff0c\u5efa\u7acb\u5728Hadoop\u4e4b\u4e0a\u3002\u5b83\u9002\u7528\u4e8e\u5b58\u50a8\u5927\u89c4\u6a21\u7684\u7ed3\u6784\u5316\u6570\u636e\u96c6\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u9700\u8981\u968f\u673a\u3001\u5b9e\u65f6\u8bfb\/\u5199\u8bbf\u95ee\u7684\u573a\u666f\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>HBase\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u4e3a\u4e86\u652f\u6301\u6d77\u91cf\u6570\u636e\u7684\u5b58\u50a8\u4e0e\u968f\u673a\u8bbf\u95ee<\/strong>\uff0c\u5b83\u901a\u8fc7\u5229\u7528HDFS\u4f5c\u4e3a\u5176\u5e95\u5c42\u5b58\u50a8\uff0c\u63d0\u4f9b\u4e86\u9ad8\u53ef\u7528\u6027\u548c\u6269\u5c55\u6027\u3002HBase\u7684\u6570\u636e\u662f\u6309\u884c\u5b58\u50a8\u7684\uff0c\u8fd9\u4f7f\u5f97\u5b83\u975e\u5e38\u9002\u5408\u4e8e\u8bfb\/\u5199\u5bc6\u96c6\u578b\u7684\u5927\u6570\u636e\u5e94\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p>HBase\u652f\u6301\u901a\u8fc7\u8868\u3001\u884c\u548c\u5217\u65cf\u6765\u7ec4\u7ec7\u6570\u636e\uff0c\u540c\u65f6\u652f\u6301\u6570\u636e\u7684\u7248\u672c\u63a7\u5236\u3002\u5b83\u7684\u8fd9\u4e9b\u7279\u6027\u4f7f\u5f97HBase\u5728\u5206\u5e03\u5f0f\u6570\u636e\u5b58\u50a8\u548c\u5b9e\u65f6\u5206\u6790\u65b9\u9762\u5177\u6709\u5f3a\u5927\u7684\u80fd\u529b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p><strong>1. \u6709\u4ec0\u4e48\u503c\u5f97\u63a8\u8350\u7684\u5f00\u6e90\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\uff1f<\/strong><\/p>\n<ul>\n<li>Apache Hadoop\uff1a\u8fd9\u662f\u6700\u5e38\u89c1\u7684\u5f00\u6e90\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u4e4b\u4e00\uff0c\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li>Apache Spark\uff1aSpark\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u5f00\u6e90\u8ba1\u7b97\u5f15\u64ce\uff0c\u53ef\u4ee5\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u3001\u673a\u5668\u5b66\u4e60\u548c\u56fe\u5f62\u5904\u7406\u3002<\/li>\n<li>Apache Cassandra\uff1aCassandra\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684NoSQL\u6570\u636e\u5e93\uff0c\u5177\u6709\u9ad8\u53ef\u7528\u6027\u548c\u9ad8\u6269\u5c55\u6027\uff0c\u9002\u7528\u4e8e\u5904\u7406\u6d77\u91cf\u6570\u636e\u3002<\/li>\n<li>Apache Kafka\uff1a\u8fd9\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u6d41\u5904\u7406\u5e73\u53f0\uff0c\u7528\u4e8e\u5b9e\u65f6\u6570\u636e\u63d0\u53d6\u548c\u4f20\u8f93\u3002<\/li>\n<li>Apache <a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>rflow\uff1aAirflow\u662f\u4e00\u4e2a\u4efb\u52a1\u8c03\u5ea6\u548c\u5de5\u4f5c\u6d41\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u7ec4\u7ec7\u548c\u7ba1\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u5de5\u4f5c\u6d41\u3002<\/li>\n<\/ul>\n<p><strong>2. \u90a3\u4e9b\u5f00\u6e90\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u9002\u7528\u4e8e\u4e0d\u540c\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u9700\u6c42\uff1f<\/strong><\/p>\n<ul>\n<li>\u5bf9\u4e8e\u5c0f\u89c4\u6a21\u6570\u636e\u5904\u7406\u9700\u6c42\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528Apache Sqoop\u6765\u5b9e\u73b0\u6279\u91cf\u6570\u636e\u4f20\u8f93\u548c\u5bfc\u5165\u3002<\/li>\n<li>\u5bf9\u4e8e\u4e2d\u7b49\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u9700\u6c42\uff0c\u53ef\u4ee5\u9009\u62e9Apache Pig\u548cApache Hive\u6765\u8fdb\u884c\u6570\u636e\u5206\u6790\u548c\u67e5\u8be2\u3002<\/li>\n<li>\u5bf9\u4e8e\u5927\u89c4\u6a21\u7684\u6570\u636e\u5904\u7406\u9700\u6c42\uff0cApache Hadoop\u548cApache Spark\u662f\u5e38\u89c1\u7684\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u5904\u7406\u6d77\u91cf\u6570\u636e\u5e76\u5177\u6709\u826f\u597d\u7684\u53ef\u6269\u5c55\u6027\u3002<\/li>\n<\/ul>\n<p><strong>3. \u5982\u4f55\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u5f00\u6e90\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\uff1f<\/strong><\/p>\n<ul>\n<li>\u9996\u5148\uff0c\u8981\u660e\u786e\u81ea\u5df1\u7684\u6570\u636e\u5904\u7406\u9700\u6c42\u548c\u76ee\u6807\uff0c\u662f\u5426\u9700\u8981\u5b9e\u65f6\u5904\u7406\u3001\u6279\u5904\u7406\u8fd8\u662f\u4ea4\u4e92\u5f0f\u5206\u6790\u3002<\/li>\n<li>\u5176\u6b21\uff0c\u8003\u8651\u5e73\u53f0\u7684\u53ef\u6269\u5c55\u6027\u548c\u6027\u80fd\uff0c\u4ee5\u786e\u4fdd\u5b83\u80fd\u591f\u6ee1\u8db3\u672a\u6765\u7684\u53d1\u5c55\u9700\u6c42\u3002<\/li>\n<li>\u6b64\u5916\uff0c\u4e86\u89e3\u5e73\u53f0\u7684\u751f\u6001\u7cfb\u7edf\u548c\u793e\u533a\u652f\u6301\u60c5\u51b5\u4e5f\u5f88\u91cd\u8981\uff0c\u8fd9\u5c06\u51b3\u5b9a\u60a8\u662f\u5426\u80fd\u5f97\u5230\u53ca\u65f6\u7684\u6280\u672f\u652f\u6301\u548c\u66f4\u65b0\u3002\u6700\u540e\uff0c\u8003\u8651\u5e73\u53f0\u7684\u6613\u7528\u6027\u548c\u5b66\u4e60\u66f2\u7ebf\uff0c\u9009\u62e9\u4e00\u4e2a\u9002\u5408\u60a8\u56e2\u961f\u6280\u672f\u6c34\u5e73\u7684\u5e73\u53f0\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"\u5f00\u6e90\u7684\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\u6db5\u76d6\u4e86\u5404\u5f0f\u529f\u80fd\uff0c\u4ee5\u652f\u6301\u6570\u636e\u7684\u91c7\u96c6\u3001\u5b58\u50a8\u3001\u5904\u7406\u3001\u5206\u6790\uff0c\u4ee5\u53ca\u53ef\u89c6\u5316\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u5176\u4e2d\u6700\u4e3a\u4eba\u6240\u719f\u77e5 [&hellip;]","protected":false},"author":3,"featured_media":103617,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/103610"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=103610"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/103610\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/103617"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=103610"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=103610"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=103610"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}