{"id":16057,"date":"2025-03-11T15:32:27","date_gmt":"2025-03-11T07:32:27","guid":{"rendered":"https:\/\/nj.transwarp.cn:8180\/?p=16057"},"modified":"2026-03-04T17:32:02","modified_gmt":"2026-03-04T09:32:02","slug":"sql%e5%b8%b8%e8%a7%81%e6%8a%a5%e9%94%99%e4%b9%8b-bucket-size-is-too-large-2g-after-compress","status":"publish","type":"post","link":"https:\/\/kbwp.transwarp.cn\/?p=16057","title":{"rendered":"sql\u5e38\u89c1\u62a5\u9519\u4e4b bucket size is too large (>2G) after compress"},"content":{"rendered":"<h3>\u6982\u8981\u63cf\u8ff0<\/h3>\n<hr \/>\n<p><code>bucket size is too large (&gt;2G) after compress<\/code> \u7684\u62a5\u9519\uff0c\u4e00\u822c\u662f\u5728 shuffle write \u9636\u6bb5\uff0c\u7531\u4e8e <strong>\u67d0\u4e9btask\u7684\u6570\u636e\u91cf\u8fc7\u5927<\/strong>\uff0c\u6216\u8005 <strong>reduce\u6570\u76ee\u8fc7\u5c11<\/strong> \u5bfc\u81f4\u7684\u3002\u672c\u6587\u63d0\u4f9b\u6bcf\u79cd\u573a\u666f\u7684\u89e3\u91ca\u8bf4\u660e\u53ca\u5bf9\u5e94\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<blockquote>\n<p>\u4f7f\u7528holodesk\u8868linac\u6a21\u5f0f\u65f6\uff0c\u62a5\u9519\u4e00\u822c\u662f <code>huge bucket size 2151453271,exceed limit 2147483648<\/code>\uff0c\u4e5f\u53ef\u4ee5\u53c2\u8003\u5982\u4e0b\u6392\u67e5\u903b\u8f91\u3002<\/p>\n<\/blockquote>\n<h3>\u8be6\u7ec6\u8bf4\u660e<\/h3>\n<hr \/>\n<p><strong>\u4ece\u4ee5\u5f80\u5de5\u5355\u7684\u7ecf\u9a8c\u6765\u770b\uff0c\u8be5\u62a5\u9519\u51fa\u73b0\u5728join\u9636\u6bb5\u7684\u51e0\u7387\u66f4\u5927\u4e00\u4e9b\uff0c\u4e5f\u5c31\u662f\u8ba1\u7b97\u503e\u659c\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u4f18\u5148\u5efa\u8bae\u6392\u67e5joinkey\u96c6\u4e2d\u60c5\u51b5\u3002<\/strong><\/p>\n<h4>1. \u67d0\u4e9btask\u6570\u636e\u91cf\u8fc7\u5927<\/h4>\n<p><strong>\u5982\u4f55\u5224\u65ad\u8ba1\u7b97\u503e\u659c\uff1f<\/strong><br \/>\n\u6267\u884c\u62a5\u9519\u7684stage\uff0ctask\u4efb\u52a1\u6839\u636eduration\u6267\u884c\u65f6\u957f\u6392\u5e8f\uff0c\u51fa\u73b0\u4e00\u4e2a\u6216\u591a\u4e2atask\u6267\u884c\u65f6\u95f4\u8d85\u957f\uff0cshuffle read \u548c shuffle write \u76f8\u6bd4\u5176\u4ed6task\u8f83\u5927\u3002<\/p>\n<h5>a\uff09\u8ba1\u7b97\u503e\u659c\uff0c\u6392\u67e5joinkey\u96c6\u4e2d\u60c5\u51b5\uff0c\u770b\u80fd\u5426\u8d70mapjoin\u6216skewjoin<\/h5>\n<p><strong>\u67e5\u627e\u96c6\u4e2d\u7684joinkey\u7684\u65b9\u6cd5\uff1a<\/strong><\/p>\n<p>\u6bd4\u5982 \u8fd9\u662f\u539f\u59cb\u7684\u62a5\u9519\u8bed\u53e5\uff0c\u4eceDBAService\u9875\u9762DAG\u56fe\u53ef\u4ee5\u770b\u5230\u62a5\u9519\u7684stage\u5728join\u9636\u6bb5\uff1a<\/p>\n<pre><code class=\"language-sql\">SELECT \n    ...\nFROM ods.ods_hisdb_DrugPC a\nINNER JOIN ods.ods_hisdb_vdrugwastebook_df b \nON a.kcid = b.serialno  AND b.ds='20240107'\nWHERE a.status IN (2) and a.tabletype='mid';<\/code><\/pre>\n<p>\u6211\u4eec\u901a\u8fc7\u5982\u4e0b\u65b9\u5f0f\u6392\u67e5joinkey\u7684\u96c6\u4e2d\u60c5\u51b5\uff1a<\/p>\n<blockquote>\n<p>\u5982\u679c\u662f\u591a\u4e2a\u8868\u7684\u590d\u6742join\uff0c\u9700\u8981\u7ed3\u5408DAG\u56fe\u5224\u65ad\u662f\u54ea2\u4e2a\u90e8\u5206\u7684join\uff0c\u518d\u901a\u8fc7\u4e0b\u9762\u7684\u65b9\u6cd5\u6392\u67e5joinkey\u3002<\/p>\n<\/blockquote>\n<p>\u65b9\u6cd5\u4e00\uff1a\u5206\u522b\u805a\u5408\u67e5\u8be2\u7edf\u8ba1<\/p>\n<pre><code class=\"language-sql\">SELECT a.kcid, count(*) AS cnt1 \nFROM ods.ods_hisdb_DrugPC a WHERE a.status IN (2) and a.tabletype='mid' GROUP BY a.kcid ORDER BY cnt1 desc limit 10;\n\nSELECT b.serialno, count(*) AS cnt2 \nFROM  ods.ods_hisdb_vdrugwastebook_df b GROUP BY b.serialno ORDER BY cnt2 desc limit 10;<\/code><\/pre>\n<p>\u65b9\u6cd5\u4e8c\uff1a\u5982\u679c\u503e\u659c\u4e0d\u662f\u592a\u4e25\u91cd\uff0c\u80fdjoin\u51fa\u7ed3\u679c\uff0c\u53ef\u4ee5\u7528\u4e0b\u9762\u7684\u65b9\u5f0f\u7ee7\u7eed\u5224\u65ad\uff1a<\/p>\n<pre><code class=\"language-sql\">SELECT t1.empno,count(*) AS cnt  \nFROM emp t1 \nJOIN emp_orc t2 \nON t1.empno=t2.empno \nWHERE a.status IN (2) and a.tabletype='mid'\nGROUP BY t1.empno ORDER BY cnt DESC LIMIT 10;<\/code><\/pre>\n<p>\u65b9\u6cd5\u4e09\uff1a\u5982\u679c\u503e\u659c\u975e\u5e38\u4e25\u91cd\uff0cjoin\u4e0d\u51fa\u7ed3\u679c\uff0c\u53ef\u4ee5\u7528\u4e0b\u9762\u7684\u65b9\u5f0f\u7ee7\u7eed\u5224\u65ad\uff08\u4f1a\u5c55\u793a\u51fa\u5de6\u53f3joinkey\u7684\u6570\u91cf\uff09\uff1a<\/p>\n<blockquote>\n<p>\u6ce8\u610f\uff1a\u4e0b\u9762\u7684\u8bed\u53e5\u4f1a\u628ajoinkey\u503c\u4e3anull\u7684\u573a\u666f\u5ffd\u7565\u6389<\/p>\n<\/blockquote>\n<pre><code class=\"language-sql\">WITH tb1 AS \n(SELECT a.kcid, count(*) AS cnt1 FROM ods.ods_hisdb_DrugPC a WHERE a.status IN (2) and a.tabletype='mid' GROUP BY a.kcid ),\ntb2 AS \n(SELECT b.serialno, count(*) AS cnt2 FROM ods.ods_hisdb_vdrugwastebook_df b GROUP BY b.serialno )\nSELECT tb1.kcid,tb1.cnt1,tb2.cnt2,tb1.cnt1*tb2.cnt2 AS totalcnt \nFROM tb1 \nJOIN tb2\nON tb1.kcid=tb2.serialno\nORDER BY totalcnt DESC \nLIMIT 10;<\/code><\/pre>\n<p><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong><\/p>\n<p>\u9996\u5148\u8ba9\u5ba2\u6237\u5224\u65adsql\u7684\u4e1a\u52a1\u903b\u8f91\u662f\u5426\u5408\u7406\uff08\u6bd4\u5982\u7b1b\u5361\u5c14\u79ef\uff09\uff0c\u503e\u659c\u7684joinkey\u6570\u636e\u662f\u5426\u5f02\u5e38\uff08\u6bd4\u5982\u6ca1\u6709\u505a\u6570\u636e\u6e05\u6d17\uff09&#8230; <\/p>\n<p>\u5982\u679c\u90fd\u786e\u8ba4\u6ca1\u6709\u95ee\u9898\u7684\u8bdd\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4e0b\u9762\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<p><em>\u65b9\u6848\u4e00\uff1amapjoin \uff08\u53c2\u8003\u5185\u90e8\u6587\u6863 <a href=\"https:\/\/wiki.transwarp.io\/display\/DE\/7.16.6.1.2+MapJoin\" title=\"Inceptor Mapjoin \u4f7f\u7528\u8bf4\u660e\">Inceptor Mapjoin \u4f7f\u7528\u8bf4\u660e<\/a>\uff09:<\/em><\/p>\n<p>mapjoin\u7684<code>hive.mapjoin.smalltable.filesize<\/code>\u5728\u9ad8\u7248\u672c\u5df2\u7ecf\u5168\u5c40\u964d\u4f4e\u52305000000\uff0c\u5982\u679c\u5728\u8fd9\u4e2a\u914d\u7f6e\u4e0b\u4ecd\u7136\u65e0\u6cd5\u8d70mapjoin\u7684\u8bdd\uff0c\u53ef\u4ee5\u914c\u60c5\u5bf9\u5c0f\u8868\u8d70\u5f3a\u5236mapjoin hint (\u614e\u7528)\uff0c\u6bd4\u5982\uff1a<\/p>\n<pre><code class=\"language-sql\">SET ngmr.mapjoin.autoconvert = TRUE;\nSET hive.mapjoin.smalltable.filesize = 5000000;\n\nSELECT \/*+MAPJOIN(table_B)*\/\n    ...\nFROM table_A [left] JOIN table_B\nON ...;\n--\u5176\u4e2d table_B \u4e3a\u5c0f\u8868<\/code><\/pre>\n<p><em>\u65b9\u6848\u4e8c\uff1askewjoin \uff08\u53c2\u8003\u5185\u90e8\u6587\u6863 <a href=\"https:\/\/wiki.transwarp.io\/pages\/viewpage.action?pageId=63429004\" title=\"ArgoDB SKEWJOIN \u4f7f\u7528\u8bf4\u660e\">ArgoDB SKEWJOIN \u4f7f\u7528\u8bf4\u660e<\/a>\uff09:<\/em><\/p>\n<pre><code class=\"language-sql\">SET quark.join.null.optimize=TRUE;\nSET quark.skewjoin.hint.enable=TRUE;\nSET ngmr.windrunner.session.orc=TRUE;\nSET ngmr.windrunner.nonquery.enabled=TRUE;\n\nSELECT \/*+ skewjoin(b(serialno)[(0),(4421),(4412)])*\/\n    ...\nFROM table_A a [left] JOIN table_B b\nON a.srno=b.serialno\n...<\/code><\/pre>\n<blockquote>\n<p>\/<em>+SKEWJOIN(table_alias (column_name) [(skew_value)],table_alias (column_name) [(skew_value)]&#8230;)<\/em>\/<br \/>\n\u6574\u4f53 hint \u8bed\u6cd5\u5982\u4e0a\uff0c\u5927\u4f53\u4e0a\u5206\u4e3a\u201ctable_alias \u8868\u522b\u540d\u201d\u3001\u201ccolumn_name \u8fde\u63a5\u5217\u540d\u201d\u3001\u201cskew_value \u503e\u659c\u503c\u201d\u4e09\u90e8\u5206<\/p>\n<\/blockquote>\n<h4>2. reduce\u6570\u76ee\u8fc7\u5c11<\/h4>\n<h5>a\uff09\u63d0\u9ad8reduce\u6570\u76ee\uff0c<code>set mapred.reduce.tasks<\/code> \uff0c\u6bd4\u8f83\u9002\u7528\u4e8ejoin\u573a\u666f\u3002<\/h5>\n<blockquote>\n<p>\u6ce8\u610f\uff1a<br \/>\n1.\u5bf9\u5206\u6876\u8868\u63d2\u5165\uff0c\u5982\u679cmapred.reduce.tasks\u8ddf\u6876\u6570\u4e0d\u4e00\u81f4\uff0c\u7ed3\u679c\u53ef\u80fd\u6709\u95ee\u9898\uff0c\u6240\u4ee5\u5206\u6876\u8868\u63d2\u5165\u65f6\uff0c\u4e0d\u8981\u8bbe\u7f6emapred.reduce.tasks\u3002<br \/>\n2.reduce\u6570\u76ee\u907f\u5f0031\u7684\u500d\u6570<\/p>\n<\/blockquote>\n<p><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\uff08\u901a\u8fc7DAG\u5224\u65ad\uff0c\u975e\u5bf9\u5206\u6876\u8868\u7684\u63d2\u5165\u9636\u6bb5\uff09\u5bf9\u6267\u884c\u62a5\u9519\u7684stage\u7684duration\u6267\u884c\u65f6\u957f\u5b57\u6bb5\u6392\u5e8f\uff0c\u5982\u679c\u53d1\u73b0\u666e\u904d\u6267\u884c\u90fd\u5f88\u6162\uff0c\u53ef\u4ee5\u63d0\u9ad8reduce\u6570\u76ee\uff0c<code>set mapred.reduce.tasks<\/code> <\/p>\n<blockquote>\n<p>\u4e00\u79cd\u6bd4\u8f83\u6781\u7aef\u7684\u573a\u666f\uff0c\u6bd4\u5982 \u4e3a\u4e86\u5ba2\u6237\u5c06\u8ba1\u7b97\u7ed3\u679c\u8f93\u51fa\u52301\u4e2a\u6570\u636e\u6587\u4ef6\uff0csession\u7ea7\u8bbe\u7f6e\u4e86 <code>set mapred.reduce.tasks=1<\/code> <\/p>\n<\/blockquote>\n<h5>b\uff09\u5bf9\u5206\u6876\u8868\u63d2\u5165\uff0c\u4e00\u822c\u6765\u8bf4\u5bf9\u5206\u6876\u8868\u7684insert\uff0creduce\u6570\u76ee\u5c31\u662f\u76ee\u6807\u8868\u7684\u5206\u6876\u6570\uff08\u5373\u4f7f\u5206\u533a\u4e5f\u662f\u5982\u6b64\uff0c\u5e76\u975e\u662f \u5206\u533a*\u5206\u6876\u6570\uff09<\/h5>\n<p><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\uff08\u901a\u8fc7DAG\u5224\u65ad\uff0c\u662f\u5bf9\u5206\u6876\u8868\u7684\u63d2\u5165\u9636\u6bb5\uff09\u91cd\u5efa\u76ee\u6807\u8868\uff0c\u63d0\u9ad8\u5206\u6876\u6570<\/p>\n<h5>c\uff09\u8003\u8651\u5230map\u6570\u548creduce\u6570\u7684\u5173\u7cfb\uff0c\u5bf9\u6e90\u8868\u63d0\u9ad8\u5206\u6876\u6570\uff0c\u76f8\u5f53\u4e8e\u63d0\u9ad8map task\u6570\uff0c\u4e5f\u5c31\u95f4\u63a5\u63d0\u9ad8\u4e86reduce task\u7684\u6570\u76ee \uff08\u53c2\u8003 <a href=\"https:\/\/nj.transwarp.cn:8180\/?p=5606\" title=\"inceptor sql \u7684 task \u6570\u91cf\">inceptor sql \u7684 task \u6570\u91cf<\/a>\uff09\u3002<\/h5>\n<p><strong>\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\u67e5\u770b\u6e90\u8868\u5206\u6876\u6587\u4ef6\u5927\u5c0f\uff0c\u4e00\u822c\u6211\u4eec\u5efa\u8baeorc\u5206\u6876\u5927\u5c0f\u63a7\u5236\u5728100~200m\u4ee5\u5185\uff0c\u5982\u679c\u51fa\u73b0\u5206\u6876\u6587\u4ef6\u8fc7\u5927\u7684\u73b0\u8c61\uff0c\u5efa\u8bae\u5bf9\u6e90\u8868\u91cd\u5efa\uff0c\u63d0\u9ad8\u5206\u6876\u6570\u3002\u53e6\u5916\uff0c\u5206\u6876\u5b57\u6bb5\u5efa\u8bae\u9009\u62e9\u8fc7\u6ee4\u7387\u9ad8\u7684\u5217\uff0c\u5982\u679c\u9009\u62e9\u7684\u5217 \u91cd\u590d\u503c\u592a\u591a\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6570\u636e\u503e\u659c\u3002<\/p>\n<p>\u901a\u8fc7hdfs\u547d\u4ee4\u67e5\u770b\u5e95\u5c42bucket\u6587\u4ef6\uff1a<\/p>\n<div style=\"box-shadow: 1px 1px 10px rgba(0,0,0,0.1); padding: 1px; display: inline-block; width: auto; margin-bottom: 10px;\">\n  <img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/03\/image-1741677818797.png\" style=\"display: block;\">\n<\/div>\n<p>\u901a\u8fc7\u5206\u6876\u952e\u805a\u5408\u67e5\u8be2\uff1a<\/p>\n<pre><code class=\"language-sql\">SELECT nation,count(*) FROM people_980w_torc_skew_nation GROUP BY nation ORDER BY 2 DESC;<\/code><\/pre>\n<h4>3. \u5176\u4ed6\u53ef\u80fd\u6027<\/h4>\n<h5>a\uff09insert &#8230; select &#8230; \u4e0b\uff0c\u6e90\u8868\u662ftextfile\u8868\uff0cgzip\u538b\u7f29\u683c\u5f0f\uff0c\u8bfb\u53d6\u9636\u6bb5\u5f02\u5e38<\/h5>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1agzip\u538b\u7f29\u6bd4\u975e\u5e38\u9ad8\uff0c\u4f46\u662f\u8be5\u683c\u5f0f\u4e0b\uff0cmap task\u65e0\u6cd5\u5207\u5206\uff0c\u53ea\u4f1a\u8d77 1\u4e2amap\uff0c\u6027\u80fd\u5f02\u5e38\u7f13\u6162 \u751a\u81f3\u62a5\u9519\u3002\u53ef\u4ee5\u4f7f\u7528linux\u81ea\u5e26\u7684<code>bzip2<\/code>\u547d\u4ee4\u5c06\u539f\u59cb\u6587\u4ef6\u538b\u7f29\u6210\u6210bzip\u683c\u5f0f\uff0c\u8be5\u538b\u7f29\u683c\u5f0f\u4e0b\u80fd\u591f\u5b9e\u73b0 map task \u5207\u5206\u3002<\/p>\n<h5>b\uff09insert &#8230; select &#8230; \u4e0b\uff0c\u6e90\u8868\u662ftorc\u8868\uff0c\u5206\u6876\u6570\u636e\u8fc7\u4e8e\u96c6\u4e2d\uff0c\u8bfb\u53d6\u9636\u6bb5\u5f02\u5e38<\/h5>\n<p>\u6bd4\u5982\u5206\u6876\u5217\u53d6\u503c\u5168\u90e8\u4e3anull\uff0c\u6570\u636e\u5168\u90e8\u96c6\u4e2d\u5230\u4e00\u4e2abucket\u6587\u4ef6\u4e0b<\/p>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u5982\u679c\u662f\u810f\u6570\u636e\uff0c\u4ece\u6e90\u5934\u8fc7\u6ee4\u6389\uff1b\u5982\u679c\u4e0d\u662f\uff0c\u66f4\u6362\u5206\u6876\u952e\u3002<\/p>\n<h5>c\uff09Crux MapJoinManger\uff0c\u5f15\u5165\u4e86fallback\u673a\u5236\uff0c\u4f7fmapjoin\u53ef\u4ee5\u5728\u5185\u5b58\u4e0d\u591f\u7684\u573a\u666f\u4e0b\u81ea\u52a8fallback\u6210common join<\/h5>\n<ul>\n<li>\n<p>\u5728beeline\u754c\u9762\u53ef\u4ee5\u901a\u8fc7config global crux.mapjoin info\u547d\u4ee4\u6765\u67e5\u770b\u5f53\u524dMapJoinManager\u7684\u76f8\u5173\u72b6\u6001:<br \/>\n<img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/03\/image-1761022859086.png\" alt=\"file\" \/><\/p>\n<\/li>\n<li>\n<p>\u5982\u679c\u53d1\u751f\u4e86fallback\u53ef\u4ee5\u5728\u65e5\u5fd7\u4e2d\u641c\u7d22\u5173\u952e\u5b57&quot;MapJoinManager&quot;\uff0c\u62a5\u9519 <code>broadcastId xxx exceeds resource limit, so we fallback to common join<\/code><\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/03\/image-1761022836893.png\" alt=\"file\" \/><\/p>\n<\/li>\n<li>\n<p>Query\u9875\u9762\uff1a \u5982\u679c\u53d1\u751ffallback\u4e86\uff0c\u90a3\u4e48\u5c31\u4f1a\u6709\u5de6\u53f3\u4e24\u4e2a\u6267\u884c\u8ba1\u5212\uff0c\u4e00\u8fb9\u662fmapjoin\uff0c\u4e00\u8fb9\u662fcommon join<\/p>\n<p><img decoding=\"async\" src=\"\/wp-content\/uploads\/2025\/03\/image-1761022608794.png\" alt=\"file\" \/><\/p>\n<\/li>\n<\/ul>\n<h5>d\uff09&#8230; \u5f85\u8865\u5145<\/h5>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981\u63cf\u8ff0 bucket size is too large (&gt;2G) after compress \u7684 ..<\/p>\n<div class=\"clear-fix\"><\/div>\n<p><a href=\"https:\/\/kbwp.transwarp.cn\/?p=16057\" title=\"read more...\">Read more<\/a><\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-16057","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"acf":[],"_links":{"self":[{"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/posts\/16057","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16057"}],"version-history":[{"count":3,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/posts\/16057\/revisions"}],"predecessor-version":[{"id":18051,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=\/wp\/v2\/posts\/16057\/revisions\/18051"}],"wp:attachment":[{"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16057"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16057"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kbwp.transwarp.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16057"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}