{"id":1774,"date":"2020-07-01T04:49:43","date_gmt":"2020-06-30T20:49:43","guid":{"rendered":"http:\/\/39.97.231.10\/?p=1774"},"modified":"2020-07-01T04:49:43","modified_gmt":"2020-06-30T20:49:43","slug":"hbase-region%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"http:\/\/www.weijing.co\/?p=1774","title":{"rendered":"HBase Region\u89e3\u6790"},"content":{"rendered":"<div class=\\\"rEsl9f\\\">\n<div class=\\\"_2mYfmT\\\">\n<div>\n<div class=\\\"s-dsoj\\\"><span style=\\\"color: #1e73be; font-size: 1.38462rem;\\\">\u4ec0\u4e48\u662fRegion \uff1f<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<article class=\\\"_2rhmJa\\\">\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"549\\\" data-height=\\\"355\\\"><img class=\\\"\\\" src=\\\"https:\/\/upload-images.jianshu.io\/upload_images\/13873072-77fde7bd6975a101.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/549\/format\/webp\\\" data-original-src=\\\"\/\/upload-images.jianshu.io\/upload_images\/13873072-77fde7bd6975a101.png\\\" data-original-width=\\\"549\\\" data-original-height=\\\"355\\\" data-original-format=\\\"image\/png\\\" data-original-filesize=\\\"82908\\\" data-image-index=\\\"0\\\" \/><\/div>\n<\/div>\n<div class=\\\"image-caption\\\">image.png<\/div>\n<\/div>\n<p>Region\u662fHBase\u6570\u636e\u7ba1\u7406\u7684\u57fa\u672c\u5355\u4f4d\u3002\u6570\u636e\u7684move,\u6570\u636e\u7684balance\uff0c\u6570\u636e\u7684split\uff0c\u90fd\u662f\u6309\u7167region\u6765\u8fdb\u884c\u64cd\u4f5c\u7684\u3002<br \/>\nregion\u4e2d\u5b58\u50a8\u8fd9\u7528\u6237\u7684\u771f\u5b9e\u6570\u636e\uff0c\u800c\u4e3a\u4e86\u7ba1\u7406\u8fd9\u4e9b\u6570\u636e\uff0cHBase\u4f7f\u7528\u4e86RegionSever\u6765\u7ba1\u7406region\u3002<br \/>\n\u4e00\u4e2a\u8868\u4e2d\u53ef\u4ee5\u5305\u542b\u4e00\u4e2a\u6216\u591a\u4e2aRegion\u3002<br \/>\n\u6bcf\u4e2aRegion\u53ea\u80fd\u901a\u8fc7\u4e00\u4e2aRS\uff08RegionServer\uff09\u63d0\u4f9b\u670d\u52a1\uff0c\u4e00\u4e2aRS\u53ef\u4ee5\u540c\u65f6\u5bf9\u591a\u4e2aRegion\u63d0\u4f9b\u670d\u52a1\uff0c\u6765\u81ea\u4e0d\u540cRS\u4e0a\u7684Region\u7ec4\u5408\u6210\u8868\u683c\u7684\u6574\u4f53\u903b\u8f91\u89c6\u56fe\u3002<br \/>\nregionServer\u5176\u5b9e\u662fhbase\u7684\u670d\u52a1\uff0c\u90e8\u7f72\u5728\u4e00\u53f0\u7269\u7406\u670d\u52a1\u5668\u4e0a\uff0cregion\u6709\u4e00\u70b9\u50cf\u5173\u7cfb\u578b\u6570\u636e\u7684\u5206\u533a\uff0c\u6570\u636e\u5b58\u653e\u5728region\u4e2d\uff0c\u5f53\u7136region\u4e0b\u9762\u8fd8\u6709\u5f88\u591a\u7ed3\u6784\uff0c\u786e\u5207\u6765\u8bf4\u6570\u636e\u5b58\u653e\u5728memstore\u548chfile\u4e2d\u3002\u6211\u4eec\u8bbf\u95eehbase\u7684\u65f6\u5019\uff0c\u5148\u53bbhbase\u7cfb\u7edf\u8868\u67e5\u627e\u5b9a\u4f4d\u8fd9\u6761\u8bb0\u5f55\u5c5e\u4e8e\u54ea\u4e2aregion\uff0c\u7136\u540e\u5b9a\u4f4d\u5230\u8fd9\u4e2aregion\u5c5e\u4e8e\u54ea\u4e2a\u670d\u52a1\u5668\uff0c\u7136\u540e\u5c31\u5230\u54ea\u4e2a\u670d\u52a1\u5668\u91cc\u9762\u67e5\u627e\u5bf9\u5e94region\u4e2d\u7684\u6570\u636e<br \/>\n\u6bcf\u4e2aregion\u6709\u4e09\u4e2a\u4e3b\u8981\u8981\u7d20:<\/p>\n<ul>\n<li>\u5b83\u6240\u5c5e\u4e8e\u54ea\u5f20\u8868<\/li>\n<li>\u5b83\u6240\u5305\u542b\u7684\u7684\u7b2c\u4e00\u884c(\u7b2c\u4e00\u4e2aregion\u6ca1\u6709\u9996\u884c)<\/li>\n<li>\u5b83\u6240\u5305\u542b\u7684\u6700\u540e\u4e00\u884c(\u672b\u4e00\u4e2aregion\u6ca1\u6709\u672b\u884c)<\/li>\n<\/ul>\n<p>\u5f53\u8868\u521d\u5199\u6570\u636e\u65f6\uff0c\u6b64\u65f6\u8868\u53ea\u6709\u4e00\u4e2aregion ,\u5f53\u968f\u7740\u6570\u636e\u7684\u589e\u591a\uff0cregion\u5f00\u59cb\u53d8\u5927\uff0c\u7b49\u5230\u5b83\u8fbe\u5230\u9650\u5b9a\u7684\u9600\u503c\u5927\u5c0f\u65f6\uff0c\u53d8\u5316\u628aregion\u5206\u88c2\u4e3a\u4e24\u4e2a\u5927\u5c0f\u57fa\u672c\u76f8\u540c\u7684region,\u800c\u8fd9\u4e2a\u9600\u503c\u5c31\u662fstorefile\u7684\u8bbe\u5b9a\u5927\u5c0f(\u53c2\u6570:hbase.hregion.max.filesize\u65b0\u7248\u672c\u9ed8\u8ba410G) ,\u5728\u7b2c\u4e00\u6b21\u5206\u88c2region\u4e4b\u524d\uff0c\u6240\u6709\u52a0\u8f7d\u7684\u6570\u636e\u90fd\u653e\u5728\u539f\u59cb\u533a\u57df\u7684\u90a3\u53f0\u670d\u52a1\u5668\u4e0a\uff0c\u968f\u7740\u8868\u7684\u53d8\u5927region\u7684\u4e2a\u6570\u4e5f\u4f1a\u76f8\u5e94\u7684\u589e\u52a0\uff0c\u800cregion\u662fHbase\u96c6\u7fa4\u5206\u5e03\u6570\u636e\u7684\u6700\u5c0f\u5355\u4f4d\u3002(\u4f46region\u4e5f\u662f\u7531block\u7ec4\u6210\uff0c\u5177\u4f53\u8fd9\u4e2ablock\u548chdfs block\u4ec0\u4e48\u6837\u7684\u5173\u7cfb\u540e\u9762\u518d\u8bf4\uff0cregion\u662f\u5c5e\u4e8e\u5355\u4e00\u7684regionserver\uff0c\u9664\u975e\u8fd9\u4e2aregionserver\u5b95\u673a\uff0c\u6216\u8005\u5176\u5b83\u65b9\u5f0f\u6302\u6389\uff0c\u518d\u6216\u8005\u6267\u884cbalance\u65f6\uff0c\u624d\u53ef\u80fd\u4f1a\u5c06\u8fd9\u90e8\u5206region\u7684\u4fe1\u606f\u8f6c\u79fb\u5230\u5176\u5b83\u673a\u5668\u4e0a\u3002)<br \/>\n\u8fd9\u4e5f\u5c31\u662f\u4e3a\u4ec0\u4e48region\u6bd4\u8f83\u5c11\u7684\u65f6\u5019\uff0c\u5bfc\u81f4region\u5206\u914d\u4e0d\u5747\uff0c\u603b\u662f\u5206\u6d3e\u5230\u5c11\u6570\u7684\u8282\u70b9\u4e0a\uff0c\u8bfb\u5199\u5e76\u53d1\u6548\u679c\u4e0d\u663e\u8457\uff0c\u8fd9\u5c31\u662fhbase\u8bfb\u5199\u6548\u7387\u6bd4\u8f83\u4f4e\u7684\u539f\u56e0\u3002<\/p>\n<h2>Region \u7684\u7ed3\u6784\uff1f<\/h2>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"1278\\\" data-height=\\\"684\\\"><img class=\\\"\\\" src=\\\"https:\/\/upload-images.jianshu.io\/upload_images\/13873072-978bfcc017aa6124.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\\\" data-original-src=\\\"\/\/upload-images.jianshu.io\/upload_images\/13873072-978bfcc017aa6124.png\\\" data-original-width=\\\"1278\\\" data-original-height=\\\"684\\\" data-original-format=\\\"image\/png\\\" data-original-filesize=\\\"472539\\\" data-image-index=\\\"1\\\" \/><\/div>\n<\/div>\n<div class=\\\"image-caption\\\"><\/div>\n<\/div>\n<ol>\n<li>\u5c42\u7ea7\u7ed3\u6784<\/li>\n<\/ol>\n<ul>\n<li>Table (HBase \u8868)<\/li>\n<li>Region(\u8868\u7684Regions)\n<ul>\n<li>Store(Region\u4e2d\u4ee5\u5217\u65cf\u4e3a\u5355\u4f4d\u7684\u5355\u5143)\n<ul>\n<li>MemStore (\u7528\u4e8e\u5199\u7f13\u5b58)\n<ul>\n<li>StoreFile (StoreFiles for each Store for each Region for the table)\n<ul>\n<li>Block (\u8bfb\u5199\u7684\u6700\u5c0f\u5355\u5143)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ol start=\\\"2\\\">\n<li>\u91cd\u8981\u6210\u5458<\/li>\n<\/ol>\n<h2>2.1 Region<\/h2>\n<p>Region\u662fHBase\u6570\u636e\u5b58\u50a8\u548c\u7ba1\u7406\u7684\u57fa\u672c\u5355\u4f4d<\/p>\n<h3>2.1.1 Region\u7684\u6570\u91cf\u8bbe\u8ba1<\/h3>\n<p>\u8bbe\u8ba1\u7684\u672c\u610f\u662f\u6bcf\u4e2aServer\u8fd0\u884c\u5c0f\u6570\u91cf\uff082-200\uff09\u4e2a\u5927\u5bb9\u91cf\uff085-20Gb\uff09\u7684Region\uff0c\u7406\u7531\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u6bcf\u4e2aMemStore\u9700\u89812MB\u7684\u5806\u5185\u5b58\uff0c2MB\u662f\u914d\u7f6e\u7684\uff0c\u5047\u5982\u67091000\u62e5\u6709\u4e24\u4e2a\u5217\u65cf\u7684Region\uff0c\u90a3\u4e48\u5c31\u9700\u89813.9GB\u7684\u5806\u5185\u5b58\uff0c\u8fd8\u662f\u6ca1\u6709\u5b58\u50a8\u4efb\u4f55\u6570\u636e\u7684\u60c5\u51b5\u4e0b<\/li>\n<li>HMaster\u8981\u82b1\u5927\u91cf\u7684\u65f6\u95f4\u6765\u5206\u914d\u548c\u79fb\u52a8Region<\/li>\n<li>\u8fc7\u591aRegion\u4f1a\u589e\u52a0ZooKeeper\u7684\u8d1f\u62c5<\/li>\n<li>\u6bcf\u4e2aRegion\u4f1a\u5bf9\u5e94\u4e00\u4e2aMapReduce\u4efb\u52a1\uff0c\u8fc7\u591aRegion\u4f1a\u4ea7\u751f\u592a\u591a\u4efb\u52a1<\/li>\n<\/ul>\n<h3>2.1.2 Region\u7684\u5206\u914d<\/h3>\n<h4>2.1.2.1 \u542f\u52a8\u65f6\u7684\u5206\u914d\u6b65\u9aa4<\/h4>\n<ol>\n<li>Master\u542f\u52a8\u65f6\u8c03\u7528 AssignmentManager\u3002<\/li>\n<li>AssignmentManager \u67e5\u770bhbase:meta\u4e2d\u5df2\u7ecf\u5206\u914d\u597d\u7684Region<\/li>\n<li>\u5982\u679cRegiond\u7684\u5206\u914d\u4f9d\u7136\u6709\u6548\u7684\u8bdd (\u5982\u679cRegionServer \u4ecd\u7136\u5728\u7ebf\u7684\u8bdd) \u7ef4\u6301\u5f53\u524d\u5206\u914d<\/li>\n<li>\u5982\u679c\u5206\u914d\u5931\u6548,LoadBalancerFactory \u4f1a\u88ab\u8c03\u7528\u6765\u5206\u914dregion. \u8d1f\u8f7d\u5747\u8861\u5668(HBase 1.0\u9ed8\u8ba4\u4f7f\u7528StochasticLoadBalancer ) \u5206\u914d\u4efb\u52a1\u5230Region Server\u4e2d<\/li>\n<li>\u5982\u679c\u9700\u8981\u7684\u8bdd\uff0cRegion Server\u5206\u914d\u4fe1\u606f\u4f1a\u66f4\u65b0\u5230hbase:meta\u4e2d\u3002RegionServer\u542f\u52a8\u65f6\u8c03\u7528\u542f\u52a8\u4ee3\u7801\u6765\u542f\u52a8region\u3002<\/li>\n<\/ol>\n<h4>2.1.2.2 RegionServer\u5931\u6548\u65f6\u7684\u5206\u914d\u6b65\u9aa4<\/h4>\n<ol>\n<li>Region Server\u6302\u6389\u540e\u5b83\u4e0a\u9762\u7684regions\u53d8\u5f97\u4e0d\u53ef\u7528\u3002<\/li>\n<li>Master\u68c0\u6d4b\u5230Region Server\u6302\u6389\u4e86\u3002<\/li>\n<li>\u5931\u6548Region Server\u4e0a\u7684region\u5206\u914d\u4f1a\u88ab\u8ba4\u4e3a\u65e0\u6548\u5e76\u91c7\u7528\u8ddf\u542f\u52a8\u65f6\u540c\u6837\u987a\u5e8f\u7684\u6b65\u9aa4\u5206\u914dregion<\/li>\n<li>\u6b63\u5728\u8fdb\u884c\u7684\u67e5\u8be2\u64cd\u4f5c\u4f1a\u91cd\u65b0\u6267\u884c\uff0c\u4e0d\u4f1a\u4e22\u5931<\/li>\n<li>\u5207\u6362\u52a8\u4f5c\u8981\u5728\u4ee5\u4e0b\u65f6\u95f4\u5185\u5b8c\u6210\uff1a ZooKeeper session timeout + split time + assignment\/replay time<\/li>\n<\/ol>\n<h3>2.1.3 Region\u7684\u4f4d\u7f6e\u9009\u62e9<\/h3>\n<p>Region\u7684\u4f4d\u7f6e\u9009\u62e9\u901a\u8fc7HDFS\u7684\u590d\u5236\u673a\u5236\u5b8c\u6210<br \/>\n1\uff09\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li>\u7b2c\u4e00\u4e2a\u526f\u672c\u5199\u5728\u672c\u5730\u8282\u70b9<\/li>\n<li>\u7b2c\u4e8c\u526f\u672c\u5199\u5230\u53e6\u4e00\u4e2a\u673a\u4e0a\u4efb\u610f\u8282\u70b9<\/li>\n<li>\u7b2c\u4e09\u4e2a\u526f\u672c\u5199\u5230\u8ddf\u7b2c\u4e8c\u526f\u672c\u76f8\u540c\u673a\u67b6\u4e0d\u540c\u8282\u70b9\u7684\u5176\u4ed6\u8282\u70b9<\/li>\n<li>\u540e\u9762\u7684\u526f\u672c\u5c06\u5199\u5230\u96c6\u7fa4\u4e2d\u7684\u4efb\u610f\u8282\u70b9\u4e2d\u3002<\/li>\n<\/ol>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"1304\\\" data-height=\\\"582\\\"><img class=\\\"\\\" src=\\\"https:\/\/upload-images.jianshu.io\/upload_images\/13873072-c9e91d097211a377.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\\\" data-original-src=\\\"\/\/upload-images.jianshu.io\/upload_images\/13873072-c9e91d097211a377.png\\\" data-original-width=\\\"1304\\\" data-original-height=\\\"582\\\" data-original-format=\\\"image\/png\\\" data-original-filesize=\\\"481491\\\" data-image-index=\\\"2\\\" \/><\/div>\n<\/div>\n<div class=\\\"image-caption\\\"><\/div>\n<\/div>\n<p>2\uff09\u8981\u70b9\uff1a<\/p>\n<ul>\n<li>\u9009\u5740\u662f\u5728flush\u6216\u8005compaction\u4e4b\u540e\u6267\u884c\u7684<\/li>\n<li>\u5f53RegionServer\u5931\u6548\u540e\uff0c\u5176\u4e0a\u7684Region\u88ab\u8f6c\u79fb\u5230\u5176\u4ed6\u7684RegionServer\uff0c\u90a3\u4e48\u6b64\u65f6\u88ab\u8f6c\u79fb\u7684Region\u4e0d\u5177\u5907\u6570\u636e\u672c\u5730\u6027\uff0c\u76f4\u5230\u4e0b\u4e00\u6b21compaction\u6267\u884c\u4e4b\u540e\u624d\u91cd\u65b0\u5177\u5907\u6570\u636e\u672c\u5730\u6027<\/li>\n<\/ul>\n<h3>2.1.4 Region\u7684\u5207\u5206<\/h3>\n<ul>\n<li>\u5f53Region\u7684\u5927\u5c0f\u8fbe\u5230\u6307\u5b9a\u7684\u9600\u503c\u65f6\uff0cRegionServer\u4f1a\u6267\u884cRegion\u7684\u5207\u5206<\/li>\n<li>\u8be5\u64cd\u4f5c\u7531RegionServer\u5355\u72ec\u6267\u884c\uff0cMaster\u4e0d\u53c2\u4e0e<\/li>\n<li>\u5206\u88c2\u6267\u884c\u5b8c\u6bd5\u540e\uff0c\u4f1a\u5c06\u5b50Region\u6dfb\u52a0\u5230hbase:meta\u5e76\u4e14\u6c47\u62a5\u7ed9Master<\/li>\n<li>\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5207\u5206\u7b56\u7565\uff0c\u53ef\u4ee5\u5728hbase-site.xml\u8bbe\u7f6e<\/li>\n<\/ul>\n<p>&lt;property&gt;<br \/>\n&lt;name&gt;hbase.regionserver.region.split.policy&lt;\/name&gt;<br \/>\n&lt;value&gt;org.apache.hadoop.hbase.regionserver.IncreasingToUpperBoundRegionSplitPolicy&lt;\/value&gt;&lt;\/property&gt;<\/p>\n<ul>\n<li>\u652f\u6301\u624b\u52a8\u6267\u884c\u5207\u5206<\/li>\n<li>\u53ef\u4ee5\u6307\u5b9a\u5207\u5206\u70b9<\/li>\n<\/ul>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"1288\\\" data-height=\\\"688\\\"><img class=\\\"\\\" src=\\\"https:\/\/upload-images.jianshu.io\/upload_images\/13873072-cf860670a1ed7468.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/1200\/format\/webp\\\" data-original-src=\\\"\/\/upload-images.jianshu.io\/upload_images\/13873072-cf860670a1ed7468.png\\\" data-original-width=\\\"1288\\\" data-original-height=\\\"688\\\" data-original-format=\\\"image\/png\\\" data-original-filesize=\\\"471178\\\" data-image-index=\\\"3\\\" \/><\/div>\n<\/div>\n<div class=\\\"image-caption\\\">image.png<\/div>\n<\/div>\n<h3>2.1.5 Region\u7684\u5408\u5e76<\/h3>\n<h4>2.1.5.1 \u610f\u4e49<\/h4>\n<ul>\n<li>\u5f53\u5b58\u5728\u5927\u91cf\u6ca1\u6709\u6570\u636e\u7684region\u65f6\uff0c\u6267\u884cregion\u7684\u5408\u5e76\u6765\u907f\u514dregion\u8fc7\u591a<\/li>\n<li>\u4e4b\u6240\u4ee5\u4f1a\u5b58\u5728\u5927\u91cf\u6ca1\u6709\u6570\u636e\u7684region\u662f\u4e3a\u4e86\u907f\u514dregion\u5230\u8fbe\u9600\u503c\u5f15\u8d77\u5206\u88c2\u7684\u5f00\u9500\uff0c\u521b\u5efa\u8868\u683c\u65f6\u5148\u8fdb\u884c\u9884\u5206\u533a\u3002<\/li>\n<\/ul>\n<h4>2.1.5.2 \u6b65\u9aa4<\/h4>\n<ol>\n<li>\u5ba2\u6237\u7aef\u53d1\u9001\u6307\u4ee4\u7ed9Master<\/li>\n<li>Master\u6536\u5230\u6307\u4ee4\u540e\u5c06\u8981\u5408\u5e76\u7684region\u79fb\u52a8\u5230\u6307\u5b9a\u7684RegionServer<\/li>\n<li>Master\u53d1\u9001Merge\u8bf7\u6c42\u7ed9\u6307\u5b9a\u7684RegionServer\u6267\u884c\u5408\u5e76\u64cd\u4f5c<\/li>\n<li>\u6700\u540e\u5c06\u88ab\u5408\u5e76\u7684regions\u4ecehbase:meta\u4e2d\u5220\u9664\u5e76\u6dfb\u52a0\u5408\u5e76\u540e\u7684region<\/li>\n<\/ol>\n<h2>2.2 Store<\/h2>\n<ul>\n<li>\u4ee5\u5217\u65cf\u4e3a\u5355\u5143\uff0c\u5373\u5bf9\u5e94\u8868\u4e2d\u6bcf\u4e2aregion\u4e2d\u4e00\u4e2a\u5217\u65cf<\/li>\n<li>\u5305\u542b\u4e00\u4e2aMemStore\u548c0\u5230\u591a\u4e2aStoreFile\uff08HFile\uff09<\/li>\n<\/ul>\n<h3>2.2.1 MemStore<\/h3>\n<ul>\n<li>\u5c06\u4fee\u6539\u4fe1\u606f\u7f13\u5b58\u5728\u5185\u5b58\u5f53\u4e2d<\/li>\n<li>\u4fe1\u606f\u683c\u5f0f\u4e3aCell\/KeyValue<\/li>\n<li>\u5f53flush\u89e6\u53d1\u65f6\uff0cMemStore\u4f1a\u751f\u6210\u5feb\u7167\u4fdd\u5b58\u8d77\u6765\uff0c\u65b0\u7684MemStore\u4f1a\u7ee7\u7eed\u63a5\u6536\u4fee\u6539\u4fe1\u606f\uff0c\u6307\u5bfcflush\u5b8c\u6210\u4e4b\u540e\u5feb\u7167\u4f1a\u88ab\u5220\u9664<\/li>\n<li>\u5f53\u4e00\u4e2aMemStore flush\u53d1\u751f\u65f6\uff0c\u5c5e\u4e8e\u540c\u4e00\u4e2aregion\u7684memStore\u4f1a\u4e00\u8d77flush<\/li>\n<\/ul>\n<h4>2.2.2.1 MemStore Flush\u7684\u89e6\u53d1\u60c5\u51b5<\/h4>\n<ul>\n<li>MemStore\u7684\u5927\u5c0f\u8fbe\u5230\u5355\u4e2aMemStore\u9600\u503c<\/li>\n<li>RegionServer\u4e2d\u6240\u6709MemStore\u7684\u4f7f\u7528\u7387\u8d85\u8fc7RS\u4e2dMemStore\u4e0a\u9650\u503c\uff0c\u8be5Server\u4e0a\u6240\u6709MemStore\u4f1a\u6267\u884cflush\u76f4\u5230\u5b8c\u6210\u6216\u8005\u5c0f\u4e8eRS\u4e2dMemStore\u5b89\u5168\u503c<\/li>\n<li>RegionServer\u4e2dWAL\u8d85\u8fc7WAL\u9600\u503c<br \/>\n\u5355\u4e2aMemStore\u9600\u503c\uff1ahbase.hregion.memstore.flush.size RS\u4e2dMemStore\u4e0a\u9650\u503c\uff1ahbase.regionserver.global.memstore.upperLimit<br \/>\nRS\u4e2dMemStore\u5b89\u5168\u503c\uff1ahbase.regionserver.global.memstore.lowerLimit WAL\u9600\u503c\uff1ahbase.regionserver.max.logs<\/li>\n<\/ul>\n<h2>2.3 StoreFile\/HFile<\/h2>\n<h3>2.3.1 \u683c\u5f0f<\/h3>\n<h4>2.3.1.1 \u6982\u5ff5\uff1a<\/h4>\n<ul>\n<li>Data Block Size\uff1a\u6570\u636e\u5757\u5927\u5c0f\u3002\u9ed8\u8ba4\u4e3a64KB\u3002\u56e0\u4e3a\u67e5\u8be2key\u662f\u6309\u7167\u987a\u5e8f\u67e5\u8be2\u7684\uff0c\u6240\u4ee5\u9700\u8981\u9009\u62e9\u5408\u9002\u7684Size\u6765\u907f\u514d\u4e00\u4e2aBlock\u5305\u542b\u8fc7\u591aKey\/Value\u5bf9\u3002<\/li>\n<li>Maximum Key Length\uff1a\u6700\u5927key\u957f\u5ea6\u300210-100\u5b57\u8282\u662f\u6bd4\u8f83\u5408\u9002\u7684\u5927\u5c0f\uff0ckey\u7684\u5f62\u5f0f\uff1arowkey+column family:qualifier+timestamp<\/li>\n<li>Maximum File Size\uff1a\u6700\u5927File\u5927\u5c0f\u3002Trailer\u3001File-Info\u548cData-Index\u90fd\u4f1a\u5728\u8bfb\u53d6\u548c\u5199\u5165\u65f6\u5b58\u5230\u5185\u5b58\u4e2d\uff0c\u6240\u4ee5\u6700\u597d\u4fdd\u8bc1File\u7684\u5927\u5c0f\u5728\u5408\u7406\u7684\u8303\u56f4\uff0c\u907f\u514d\u5360\u7528\u8fc7\u591a\u5185\u5b58\u3002<\/li>\n<li>Compression Algorithm\uff1a\u538b\u7f29\u7b97\u6cd5\u3002<\/li>\n<li>\u597d\u5904\uff1a\n<ul>\n<li>\u51cf\u5c11\u78c1\u76d8I\/O<\/li>\n<li>\u63d0\u9ad8\u4f20\u8f93\u6548\u7387\u548c\u51cf\u5c11\u78c1\u76d8\u7a7a\u95f4<\/li>\n<li>\u51cf\u5c11\u8bfb\u53d6\u8bf7\u6c42\u7684\u8fd4\u56de\u91cf<\/li>\n<\/ul>\n<\/li>\n<li>\u652f\u6301\u7684\u538b\u7f29\u5e93\n<ul>\n<li>GZ<\/li>\n<li>LZO<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>2.3.1.2 HFile \u7ed3\u6784<\/h4>\n<p>\u7ed3\u6784\u56fe\u5982\u4e0b\uff1a<\/p>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"956\\\" data-height=\\\"1596\\\"><img class=\\\"\\\" src=\\\"https:\/\/upload-images.jianshu.io\/upload_images\/13873072-272713a0dc3fbdf9.png?imageMogr2\/auto-orient\/strip|imageView2\/2\/w\/956\/format\/webp\\\" data-original-src=\\\"\/\/upload-images.jianshu.io\/upload_images\/13873072-272713a0dc3fbdf9.png\\\" data-original-width=\\\"956\\\" data-original-height=\\\"1596\\\" data-original-format=\\\"image\/png\\\" data-original-filesize=\\\"727115\\\" data-image-index=\\\"4\\\" \/><\/div>\n<\/div>\n<div class=\\\"image-caption\\\"><\/div>\n<\/div>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-view\\\" data-width=\\\"640\\\" data-height=\\\"450\\\"><\/div>\n<\/div>\n<div class=\\\"image-caption\\\"><\/div>\n<\/div>\n<p>Trailer\u7ed3\u6784<\/p>\n<ul>\n<li>Data Block\uff1a\u5b58\u50a8\u952e\u503c\u5bf9\u7684\u957f\u5ea6\u548c\u503c<\/li>\n<li>Meta Block\uff1a\u7528\u6237\u5b9a\u4e49\u5143\u6570\u636e<\/li>\n<li>File Info\uff1a\u5173\u4e8eHFile\u7684\u5143\u6570\u636e<\/li>\n<li>Data Index\uff1aData Block\u7684\u7d22\u5f15\uff0c\u4e5f\u5c31\u662f\u6bcf\u4e2aBlock\u7684\u7b2c\u4e00\u4e2aKey\u7684\u504f\u79fb\u91cf<\/li>\n<li>Trailer\uff1a\u56fa\u5b9a\u7684\u6e90\u6570\u636e\uff0c\u7528\u4e8e\u5b58\u50a8\u4ee5\u4e0a\u6bcf\u4e2a\u90e8\u5206\u7684\u504f\u79fb\u91cf\uff0c\u8bfb\u53d6HFile\u65f6\u9996\u5148\u8981\u8bfb\u53d6Trailer\u3002<\/li>\n<\/ul>\n<h3>2.3.2 KeyValue<\/h3>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-view\\\" data-width=\\\"976\\\" data-height=\\\"205\\\"><\/div>\n<\/div>\n<\/div>\n<p>KeyValue\u4ee5\u5b57\u8282\u6570\u7ec4\u7684\u5f62\u5f0f\u5b58\u50a8\uff0c\u5305\u542b\u4ee5\u4e0b\u90e8\u5206:<\/p>\n<ul>\n<li>keylength<\/li>\n<li>valuelength<\/li>\n<li>key<\/li>\n<li>value<\/li>\n<\/ul>\n<p>Key\u7684\u683c\u5f0f\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>rowlength<\/li>\n<li>row (\u4e5f\u5c31\u662fthe rowkey)<\/li>\n<li>columnfamilylength<\/li>\n<li>columnfamily<\/li>\n<li>columnqualifier<\/li>\n<li>timestamp<\/li>\n<li>keytype (\u4f8b\u5982 Put, Delete, DeleteColumn, DeleteFamily)<\/li>\n<\/ul>\n<h2>2.4 Scan \u6b65\u9aa4<\/h2>\n<ol>\n<li>\u5f53\u5ba2\u6237\u7aef\u63d0\u4ea4scan\u8bf7\u6c42\u65f6\uff0cHBase\u4f1a\u521b\u5efa\u4e3a\u6bcf\u4e2aRegion\u521b\u5efaRegionScanner \u5b9e\u4f8b\u6765\u5904\u7406scan\u8bf7\u6c42<\/li>\n<\/ol>\n<ul>\n<li>RegionScanner \u5305\u542b\u4e00\u7ec4StoreScanner\u5b9e\u4f8b\uff0c\u6bcf\u4e2a\u5217\u65cf\u5bf9\u5e94\u4e00\u4e2aStoreScanner\u5b9e\u4f8b<\/li>\n<li>\u6bcf\u4e2aStoreScanner\u5b9e\u4f8b\u5305\u542b\u4e00\u7ec4StoreFileScanner\u5b9e\u4f8b, \u6bcf\u4e2atoreFileScanner\u5b9e\u4f8b\u5bf9\u5e94\u6bcf\u4e2a\u5217\u65cf\u7684HFile, \u540c\u65f6\u5305\u542b\u4e00\u7ec4\u5bf9\u5e94MemStore\u7684KeyValueScanner\u3002<\/li>\n<li>The two lists are merged into one, which is sorted in ascending order with the scan object for the MemStore at the end of the list.<\/li>\n<li>\u5f53StoreFileScanner\u5b9e\u4f8b\u88ab\u6784\u9020, \u4f1a\u751f\u6210MultiVersionConcurrencyControl \u8bfb\u53d6\u70b9, \u5c31\u662f\u5f53\u524d\u7684memstoreTS, \u7528\u6765\u8fc7\u6ee4\u6389<\/li>\n<\/ul>\n<h2>2.5 Compaction<\/h2>\n<h3>2.5.1 Minor Compaction(\u6b21\u538b\u7f29)<\/h3>\n<p>HBase\u4f1a\u81ea\u52a8\u6311\u9009\u5c0f\u7684\u4e34\u8fd1\u7684HFiles\u5c06\u5b83\u4eec\u91cd\u65b0\u5199\u5230\u4e00\u4e9b\u5927\u7684HFiles\u4e2d\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u79f0\u4e3a\u6b21\u538b\u7f29\u3002\u6b21\u538b\u7f29\u901a\u8fc7\u5c06\u66f4\u5c0f\u7684files\u5199\u5230\u4e00\u4e9b\u5927\u7684flies\u8fdb\u884c\u5408\u5e76\u64cd\u4f5c\u6765\u5b9e\u73b0\u51cf\u5c11file\u7684\u6570\u91cf\u3002<\/p>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<div class=\\\"image-view\\\" data-width=\\\"1018\\\" data-height=\\\"522\\\"><span style=\\\"font-size: 1rem;\\\">image<\/span><\/div>\n<\/div>\n<\/div>\n<h3>2.5.2 Major Compaction(\u4e3b\u538b\u7f29)<\/h3>\n<ul>\n<li>\u5408\u5e76\u4e00\u4e2aRegion\u4e2d\u6bcf\u4e00\u4e2a\u5217\u65cf\u7684\u6240\u6709HFile\u5199\u5230\u4e00\u4e2aHFile\u4e2d<\/li>\n<li>\u4f1a\u5220\u9664\u6389\u90a3\u4e9b\u6807\u8bb0\u5220\u9664\u548c\u8fc7\u671f\u7684cells\u3002\u63d0\u9ad8\u4e86\u8bfb\u53d6\u6027\u80fd<\/li>\n<li>\u5c06\u6240\u6709\u6570\u636e\u8fdb\u884c\u4e86\u91cd\u5199\uff0c\u4ea7\u751f\u5927\u91cf\u7684I\/O\u5f00\u9500\u6216\u8005\u7f51\u7edc\u5f00\u9500\uff0c\u79f0\u4e3a\u5199\u653e\u5927<\/li>\n<li>\u81ea\u52a8\u6267\u884c\uff0c\u901a\u5e38\u5b89\u6392\u5728\u5468\u672b\u6216\u8005\u665a\u4e0a<\/li>\n<\/ul>\n<div class=\\\"image-package\\\">\n<div class=\\\"image-container\\\">\n<div class=\\\"image-container-fill\\\"><\/div>\n<\/div>\n<\/div>\n<h2>2.6 Region \u8d1f\u8f7d\u5747\u8861<\/h2>\n<p>\u5f53region\u5206\u88c2\u4e4b\u540e\uff0cRS\u4e4b\u95f4\u7684region\u6570\u91cf\u5dee\u8ddd\u53d8\u5927\u65f6\uff0cHMaster\u4fbf\u4f1a\u6267\u884c\u8d1f\u8f7d\u5747\u8861\u6765\u8c03\u6574\u90e8\u5206region\u7684\u4f4d\u7f6e\uff0c\u4f7f\u5f97\u6bcf\u4e2aRS\u7684region\u6570\u91cf\u4fdd\u6301\u5728\u5408\u7406\u8303\u56f4\u4e4b\u5185\uff0c\u8d1f\u8f7d\u5747\u8861\u4f1a\u5f15\u8d77region\u7684\u91cd\u65b0\u5b9a\u4f4d\uff0c\u4f7f\u5f97\u6d89\u53ca\u7684region\u4e0d\u5177\u5907\u6570\u636e\u672c\u5730\u6027\uff0c\u5373HFile\u548cregion\u4e0d\u5728\u540c\u4e00\u4e2aDataNode\u3002\u8fd9\u79cd\u60c5\u51b5\u4f1a\u5728major compaction \u4e4b\u540e\u5f97\u5230\u89e3\u51b3\u3002<br \/>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\u4ec0\u4e48\u662fRegion \uff1f image.png Region\u662fHBase\u6570\u636e\u7ba1\u7406\u7684\u57fa\u672c\u5355\u4f4d\u3002\u6570\u636e\u7684move,\u6570\u636e\u7684 &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"http:\/\/www.weijing.co\/?p=1774\"> <span class=\"screen-reader-text\">HBase Region\u89e3\u6790<\/span> \u67e5\u770b\u5168\u6587 &raquo;<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"categories":[133,118],"tags":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"mailpoet_newsletter_max":false,"woocommerce_thumbnail":false,"woocommerce_single":false,"woocommerce_gallery_thumbnail":false,"shop_catalog":false,"shop_single":false,"shop_thumbnail":false},"uagb_author_info":{"display_name":"weijing","author_link":"http:\/\/www.weijing.co\/?author=4"},"uagb_comment_info":0,"uagb_excerpt":"\u4ec0\u4e48\u662fRegion \uff1f image.png Region\u662fHBase\u6570\u636e\u7ba1\u7406\u7684\u57fa\u672c\u5355\u4f4d\u3002\u6570\u636e\u7684move,\u6570\u636e\u7684&hellip;","_links":{"self":[{"href":"http:\/\/www.weijing.co\/index.php?rest_route=\/wp\/v2\/posts\/1774"}],"collection":[{"href":"http:\/\/www.weijing.co\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.weijing.co\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.weijing.co\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"http:\/\/www.weijing.co\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1774"}],"version-history":[{"count":0,"href":"http:\/\/www.weijing.co\/index.php?rest_route=\/wp\/v2\/posts\/1774\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.weijing.co\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1774"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.weijing.co\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1774"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.weijing.co\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1774"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}