{"id":37018,"date":"2023-10-31T08:05:35","date_gmt":"2023-09-21T05:38:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8databricks%e4%b8%8a%e7%9a%84apache-spark-ui%e8%bf%9b%e8%a1%8c%e8%b0%83%e8%af%95\/"},"modified":"2024-05-04T06:50:58","modified_gmt":"2024-05-03T22:50:58","slug":"%e4%bd%bf%e7%94%a8databricks%e4%b8%8a%e7%9a%84apache-spark-ui%e8%bf%9b%e8%a1%8c%e8%b0%83%e8%af%95","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8databricks%e4%b8%8a%e7%9a%84apache-spark-ui%e8%bf%9b%e8%a1%8c%e8%b0%83%e8%af%95\/","title":{"rendered":"\u4f7f\u7528Databricks\u4e0a\u7684Apache Spark UI\u8fdb\u884c\u8c03\u8bd5"},"content":{"rendered":"<p>\u4f7f\u7528Apache Spark UI\u8fdb\u884c\u8c03\u8bd5| Databricks\u5728AWS\u4e0a [2022\u5e747\u670819\u65e5\u66f4\u65b0]<\/p>\n<div>\u9019\u672c\u66f8\u662f\u64f7\u53d6\u7ffb\u8b6f\uff0c\u4e26\u4e0d\u4fdd\u8b49\u5167\u5bb9\u7684\u6e96\u78ba\u6027\u3002\u8acb\u53c3\u8003\u539f\u6587\u4ee5\u7372\u53d6\u6b63\u78ba\u7684\u5167\u5bb9\u3002<\/div>\n<p>\u5728\u672c\u6307\u5357\u4e2d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u53ef\u7528\u4e8e\u68c0\u67e5\u60a8\u7684Apache Spark\u5e94\u7528\u7a0b\u5e8f\u5185\u90e8\u8fd0\u884c\u60c5\u51b5\u7684\u8c03\u8bd5\u9009\u9879\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spark UI<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c9\u30e9\u30a4\u30d0\u30fc\u30ed\u30b0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30a8\u30b0\u30bc\u30ad\u30e5\u30fc\u30bf\u30fc\u30ed\u30b0<\/ul>\n<h1>\u706b\u82b1\u7528\u6237\u754c\u9762<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/5-0.png\" alt=\"\" \/><\/div>\n<h2>\u6d41\u5a92\u4f53\u9009\u9879\u5361<\/h2>\n<p>\u5f53\u4f60\u5bfc\u822a\u81f3Spark UI\u65f6\uff0c\u4f60\u53ef\u4ee5\u67e5\u770bStreaming\u9009\u9879\u5361\u4ee5\u4e86\u89e3\u5728\u8be5\u96c6\u7fa4\u4e0a\u6267\u884c\u7684\u6d41\u5904\u7406\u4f5c\u4e1a\u3002\u5982\u679c\u8be5\u96c6\u7fa4\u4e0a\u6ca1\u6709\u6b63\u5728\u8fd0\u884c\u7684\u6d41\u5904\u7406\u4f5c\u4e1a\uff0c\u5219\u8be5\u9009\u9879\u5361\u5c06\u4e0d\u53ef\u89c1\u3002\u4e3a\u4e86\u5b66\u4e60\u5982\u4f55\u68c0\u67e5\u542f\u52a8\u6d41\u5904\u7406\u4f5c\u4e1a\u65f6\u662f\u5426\u53d1\u751f\u5f02\u5e38\uff0c\u4f60\u4e5f\u53ef\u4ee5\u8df3\u8f6c\u5230Driver\u65e5\u5fd7\u3002<\/p>\n<p>\u60a8\u5728\u6b64\u9875\u9762\u4e0a\u9996\u5148\u8981\u5173\u6ce8\u7684\u662f\u60a8\u7684\u6d41\u5a92\u4f53\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u63a5\u6536\u5230\u6570\u636e\u6e90\u7684\u8f93\u5165\u4e8b\u4ef6\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4f5c\u4e1a\u6bcf\u79d2\u63a5\u6536\u52301000\u4e2a\u4e8b\u4ef6\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/9-0.png\" alt=\"\" \/><\/div>\n<h2>\u5904\u7406\u65f6\u95f4<\/h2>\n<p>\u5411\u4e0b\u6eda\u52a8\u53ef\u4ee5\u67e5\u770bProcessing Time\u56fe\u8868\u3002\u5b83\u662f\u7406\u89e3\u60a8\u7684\u6d41\u5f0f\u4f5c\u4e1a\u6027\u80fd\u7684\u91cd\u8981\u56fe\u8868\u4e4b\u4e00\u3002\u4e00\u822c\u89c4\u5219\u662f\uff0c\u5982\u679c\u5728\u6279\u5904\u7406\u65f6\u95f4\u768480%\u5185\u80fd\u591f\u5904\u7406\u6bcf\u4e2a\u6279\u5904\u7406\uff0c\u5219\u53ef\u4ee5\u8ba4\u4e3a\u8868\u73b0\u826f\u597d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/12-0.png\" alt=\"\" \/><\/div>\n<h2>\u5b8c\u6210\u4e86\u6279\u5904\u7406<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/14-0.png\" alt=\"\" \/><\/div>\n<h2>\u6279\u5904\u7406\u8be6\u7ec6\u9875\u9762<\/h2>\n<p>\u8fd9\u4e2a\u9875\u9762\u5305\u542b\u4e86\u5173\u4e8e\u6279\u5904\u7406\u7684\u6240\u6709\u8be6\u7ec6\u4fe1\u606f\uff0c\u8fd9\u662f\u4f60\u53ef\u80fd\u60f3\u8981\u4e86\u89e3\u7684\u3002\u5176\u4e2d\u4e24\u4e2a\u5173\u952e\u70b9\u662f\uff1a<\/p>\n<p>Input: \u30d0\u30c3\u30c1\u3078\u306e\u5165\u529b\u306b\u95a2\u3059\u308b\u8a73\u7d30\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u3053\u306e\u30d0\u30c3\u30c1\u306b\u304a\u3044\u3066Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u3088\u3063\u3066\u8aad\u307f\u8fbc\u307e\u308c\u305fApache Kafka\u306e\u30c8\u30d4\u30c3\u30af\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u30aa\u30d5\u30bb\u30c3\u30c8\u306e\u8a73\u7d30\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002TextFileStream\u306e\u5834\u5408\u3001\u3053\u306e\u30d0\u30c3\u30c1\u3067\u8aad\u307f\u8fbc\u307e\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u4e00\u89a7\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3092\u8aad\u307f\u8fbc\u3080\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c7\u30d0\u30c3\u30b0\u3059\u308b\u969b\u306e\u30d9\u30b9\u30c8\u306a\u30b9\u30bf\u30fc\u30c8\u5730\u70b9\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>Processing: \u3053\u306e\u30d0\u30c3\u30c1\u306e\u9593\u306b\u51e6\u7406\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u8a73\u7d30\u3092\u542b\u3080\u30b8\u30e7\u30d6ID\u306e\u30ea\u30f3\u30af\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/18-0.png\" alt=\"\" \/><\/div>\n<h2>\u8077\u4f4d\u8a73\u7d30\u9801<\/h2>\n<p>\u8077\u4f4d\u8a73\u7d30\u9875\u9762\u4e0a\u5c06\u663e\u793aDAG\u7684\u53ef\u89c6\u5316\u3002\u8fd9\u5bf9\u4e8e\u7406\u89e3\u6240\u6709\u6279\u6b21\u4e2d\u64cd\u4f5c\u7684\u987a\u5e8f\u548c\u4f9d\u8d56\u5173\u7cfb\u975e\u5e38\u6709\u7528\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6279\u6b21\u4eceKafka\u6d41\u76f4\u63a5\u8bfb\u53d6\u8f93\u5165\uff0c\u6267\u884cflat map\u64cd\u4f5c\uff0c\u7136\u540e\u6267\u884cmap\u64cd\u4f5c\u3002\u7136\u540e\uff0c\u901a\u8fc7\u4f7f\u7528updateStateByKey\uff0c\u53ef\u4ee5\u4f7f\u7528\u5f97\u5230\u7684\u6d41\u6765\u66f4\u65b0\u5168\u5c40\u72b6\u6001\u3002\uff08\u7070\u8272\u7684\u6846\u8868\u793a\u8df3\u8fc7\u7684\u9636\u6bb5\u3002Spark\u5f88\u806a\u660e\uff0c\u5982\u679c\u4e0d\u9700\u8981\u91cd\u65b0\u8ba1\u7b97\uff0c\u5b83\u4f1a\u8df3\u8fc7\u4e00\u4e9b\u9636\u6bb5\u3002\u5f53\u6570\u636e\u68c0\u67e5\u70b9\u88ab\u521b\u5efa\u6216\u88ab\u7f13\u5b58\u65f6\uff0cSpark\u4f1a\u8df3\u8fc7\u8fd9\u4e9b\u9636\u6bb5\u7684\u91cd\u65b0\u8ba1\u7b97\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u7531\u4e8eupdateStateBykey\uff0c\u8fd9\u4e9b\u9636\u6bb5\u4e0e\u5148\u524d\u6279\u6b21\u7684\u4f9d\u8d56\u5173\u7cfb\u5bf9\u5e94\u3002\uff09<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/21-1.png\" alt=\"\" \/><\/div>\n<h2>\u4efb\u52a1\u8be6\u7ec6\u9875\u9762<\/h2>\n<p>\u5728Spark\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u8fd9\u662f\u53ef\u4ee5\u901a\u8fc7Spark UI\u67e5\u770b\u7684\u6700\u7ec6\u81f4\u7ea7\u522b\u7684\u8c03\u8bd5\u4fe1\u606f\u3002\u6b64\u9875\u9762\u5305\u542b\u6709\u5173\u5728\u6279\u5904\u7406\u4e2d\u6267\u884c\u7684\u6240\u6709\u4efb\u52a1\u7684\u4fe1\u606f\u3002\u5982\u679c\u6b63\u5728\u8c03\u67e5\u6d41\u5f0f\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u95ee\u9898\uff0c\u6b64\u9875\u9762\u5c06\u63d0\u4f9b\u5173\u4e8e\u5df2\u6267\u884c\u4efb\u52a1\u7684\u6570\u91cf\uff0c\u4ee5\u53ca\u5728\u4f55\u5904\uff08\u5728\u54ea\u4e2a\u6267\u884c\u5668\u4e2d\uff09\u6267\u884c\u4ee5\u53ca\u6709\u5173\u6d17\u724c\u7684\u4fe1\u606f\u3002<\/p>\n<div>\u8bf7\u786e\u4fdd\u5728\u5904\u7406\u8fc7\u7a0b\u4e2d\u6709\u8db3\u591f\u7684\u5e76\u884c\u5ea6\uff0c\u5373\u5728\u96c6\u7fa4\u7684\u591a\u4e2a\u6267\u884c\u8005\uff08\u8282\u70b9\uff09\u4e0a\u6267\u884c\u4efb\u52a1\u3002\u5982\u679c\u53ea\u4f7f\u7528\u4e00\u4e2a\u63a5\u6536\u8005\uff0c\u5219\u5373\u4f7f\u96c6\u7fa4\u4e2d\u6709\u4e00\u4e2a\u4ee5\u4e0a\u7684\u6267\u884c\u8005\uff0c\u4e5f\u53ef\u80fd\u7531\u4e00\u4e2a\u6267\u884c\u8005\u5904\u7406\u6240\u6709\u5de5\u4f5c\u3002<\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/25-0.png\" alt=\"\" \/><\/div>\n<h2>\u7ebf\u7a0b\u8f6c\u50a8<\/h2>\n<p>\u7ebf\u7a0b\u8f6c\u50a8\u4f1a\u663e\u793aJVM\u7ebf\u7a0b\u72b6\u6001\u7684\u5feb\u7167\u3002<\/p>\n<p>\u5f53\u6211\u4eec\u8c03\u8bd5\u7279\u5b9a\u7684\u6302\u8d77\u6216\u5904\u7406\u7f13\u6162\u7684\u4efb\u52a1\u65f6\uff0c\u7ebf\u7a0b\u8f6c\u50a8\u975e\u5e38\u6709\u7528\u3002\u8981\u5728Spark UI\u4e2d\u67e5\u770b\u7279\u5b9a\u4efb\u52a1\u7684\u7ebf\u7a0b\u8f6c\u50a8\uff0c\u8bf7\uff1a<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u70b9\u51fbJobs\u9009\u9879\u5361\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>\u5728Jobs\u8868\u4e2d\uff0c\u67e5\u627e\u4e0e\u6240\u53c2\u8003\u7684\u7ebf\u7a0b\u8f6c\u50a8\u5bf9\u5e94\u7684\u76ee\u6807\u4f5c\u4e1a\uff0c\u5e76\u5355\u51fbDescription\u5217\u4e2d\u7684\u94fe\u63a5\u3002<br \/>\n\u5728\u4f5c\u4e1a\u7684Stages\u8868\u4e2d\uff0c\u67e5\u627e\u4e0e\u6240\u53c2\u8003\u7684\u7ebf\u7a0b\u8f6c\u50a8\u5bf9\u5e94\u7684\u76ee\u6807\u9636\u6bb5\uff0c\u5e76\u5355\u51fbDescription\u5217\u4e2d\u7684\u94fe\u63a5\u3002<br \/>\n\u5728\u9636\u6bb5\u7684Tasks\u5217\u8868\u4e2d\uff0c\u67e5\u627e\u4e0e\u6240\u53c2\u8003\u7684\u7ebf\u7a0b\u8f6c\u50a8\u5bf9\u5e94\u7684\u76ee\u6807\u4efb\u52a1\uff0c\u5e76\u8bb0\u5f55\u4e0bTask ID\u548cExecutor ID\u7684\u503c\u3002<\/p>\n<p>\u70b9\u51fbExecutors\u9009\u9879\u5361\u3002<\/p>\n<p>\u5728Executors\u8868\u4e2d\uff0c\u67e5\u627e\u5305\u542b\u5df2\u8bb0\u5f55\u7684Executor ID\u7684\u884c\u3002\u5728\u8be5\u884c\u4e2d\uff0c\u5355\u51fbThread Dump\u5217\u4e2d\u7684\u94fe\u63a5\u3002<\/p>\n<p>\u5728Thread dump for executor\u8868\u4e2d\uff0c\u70b9\u51fb\u5305\u542b\u5df2\u8bb0\u5f55\u7684Task ID\u540e\u9762\u7684TID\u7684Thread Name\u5217\u7684\u884c\u3002\uff08\u5f53\u4efb\u52a1\u5b8c\u6210\u5904\u7406\u540e\uff0c\u5c06\u65e0\u6cd5\u518d\u53c2\u8003\u5339\u914d\u7684\u7ebf\u7a0b\uff09\u3002\u5c06\u663e\u793a\u4efb\u52a1\u7684\u8f6c\u50a8\u4fe1\u606f\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u5728\u8c03\u8bd5\u95ee\u9898\u65f6\uff0c\u7ebf\u7a0b\u8f6c\u50a8\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u67e5\u770b\u9a71\u52a8\u7a0b\u5e8f\u662f\u5426\u6302\u8d77\uff08\u4f8b\u5982\uff0cSpark\u8fdb\u5ea6\u6761\u672a\u663e\u793a\uff09\u6216\u67e5\u8be2\u662f\u5426\u6ca1\u6709\u8fdb\u5c55\uff08\u4f8b\u5982\uff0cSpark\u8fdb\u5ea6\u6761\u505c\u7559\u5728100%\uff09\u3002\u8981\u5728Spark UI\u4e2d\u67e5\u770b\u9a71\u52a8\u7a0b\u5e8f\u7684\u7ebf\u7a0b\u8f6c\u50a8\uff0c\u8bf7\uff1a<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u70b9\u51fbExecutors\u9009\u9879\u5361\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5728Executors\u8868\u7684driver\u884c\u4e0a\uff0c\u70b9\u51fbThread Dump\u5217\u7684\u94fe\u63a5\u3002\u5c06\u663e\u793a\u9a71\u52a8\u7a0b\u5e8f\u7684\u7ebf\u7a0b\u8f6c\u50a8\u3002<\/ol>\n<h1>\u9a7e\u9a76\u5458\u65e5\u5fd7<\/h1>\n<p>\u9a7e\u9a76\u5458\u65e5\u5fd7\u5728\u4e24\u4e2a\u65b9\u9762\u90fd\u975e\u5e38\u6709\u7528\uff1a<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4f8b\u5916: \u6642\u306b\u306fSpark UI\u306b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30bf\u30d6\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4f55\u304b\u3057\u3089\u306e\u4f8b\u5916\u306b\u3088\u3063\u3066\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b8\u30e7\u30d6\u304c\u8d77\u52d5\u3057\u306a\u3044\u305f\u3081\u3067\u3059\u3002\u4f8b\u5916\u306e\u30b9\u30bf\u30c3\u30af\u30c8\u30ec\u30fc\u30b9\u3092\u53c2\u7167\u3059\u308b\u305f\u3081\u306b\u30c9\u30e9\u30a4\u30d0\u30fc\u30ed\u30b0\u306b\u30c9\u30ea\u30eb\u30c0\u30a6\u30f3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3044\u304f\u3064\u304b\u306e\u5834\u5408\u3067\u306f\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30b8\u30e7\u30d6\u304c\u9069\u5207\u306b\u8d77\u52d5\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3059\u3079\u3066\u306e\u30d0\u30c3\u30c1\u304c\u6c7a\u3057\u3066\u5b8c\u4e86\u30d0\u30c3\u30c1\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u5230\u9054\u3057\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u5f97\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u5168\u3066\u304c\u51e6\u7406\u4e2d\u306e\u72b6\u614b\u3001\u3042\u308b\u3044\u306f\u5931\u6557\u72b6\u614b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u304a\u3044\u3066\u3082\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u30ed\u30b0\u306f\u80cc\u5f8c\u306b\u3042\u308b\u554f\u984c\u306e\u7279\u6027\u3092\u7406\u89e3\u3059\u308b\u5f79\u306b\u7acb\u3061\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">print: DAG\u306e\u4e00\u90e8\u306eprint\u6587\u306f\u30ed\u30b0\u306b\u3082\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/ul>\n<h1>\u6267\u884c\u8005\u65e5\u5fd7<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d2c5e37434c4406c4d9dd\/36-2.png\" alt=\"\" \/><\/div>\n<h3>Databricks \u514d\u8d39\u8bd5\u7528<\/h3>\n<p>Databricks\u63d0\u4f9b\u514d\u8d39\u8bd5\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f7f\u7528Apache Spark UI\u8fdb\u884c\u8c03\u8bd5| Databricks\u5728AWS\u4e0a [2022\u5e747\u670819\u65e5\u66f4\u65b0] \u9019 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-37018","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This 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