{"id":50387,"date":"2023-07-11T21:19:55","date_gmt":"2023-01-17T07:18:56","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%80%e6%ba%90%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e6%95%b0%e6%8d%ae%e5%ba%93%e7%9a%84%e5%88%86%e6%9e%90-%e7%ac%ac1%e9%83%a8%e5%88%86\/"},"modified":"2024-04-30T13:07:20","modified_gmt":"2024-04-30T05:07:20","slug":"%e5%bc%80%e6%ba%90%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e6%95%b0%e6%8d%ae%e5%ba%93%e7%9a%84%e5%88%86%e6%9e%90-%e7%ac%ac1%e9%83%a8%e5%88%86","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%80%e6%ba%90%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e6%95%b0%e6%8d%ae%e5%ba%93%e7%9a%84%e5%88%86%e6%9e%90-%e7%ac%ac1%e9%83%a8%e5%88%86\/","title":{"rendered":"\u5f00\u6e90\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u7684\u5206\u6790 &#8211; 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\/><\/div>\n<p>\u4ee5\u4e0b\u662fDB-Engines\u7f51\u7ad9\u57282019\u5e744\u6708\u65f6\u523b\u7684\u65f6\u5e8f\u6570\u636e\u5e93\u6392\u540d\u3002\u4e3a\u4e86\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u5f00\u6e90\u7684\u548c\u5206\u5e03\u5f0f\u7684\u65f6\u5e8f\u6570\u636e\u5e93\u3002\u6392\u540d\u524d\u5341\u4f4d\u4e2d\uff0c\u88ab\u516c\u8ba4\u4e3a\u72ec\u7acb\u7684\u5b58\u50a8\u5f15\u64ce\u7684RRD\u5165\u699c\u3002Graphite\u5e95\u5c42\u91c7\u7528\u7684\u662fWhisper\uff0c\u53ef\u4ee5\u8ba4\u4e3a\u662f\u7ecf\u8fc7\u4f18\u5316\u7684\u66f4\u5f3a\u5927\u7684RRD\u6570\u636e\u5e93\u3002\u7531\u4e8eKdb+\u548ceXtremeDB\u4e0d\u662f\u5f00\u6e90\u7684\uff0c\u6240\u4ee5\u5b83\u4eec\u4e0d\u5728\u5206\u6790\u8303\u56f4\u4e4b\u5185\u3002\u5f00\u6e90\u7684InfluxDB\u548cPrometheus\u5e95\u5c42\u90fd\u662f\u57fa\u4e8elevelDB\u5f00\u53d1\u7684\u72ec\u7acb\u5b58\u50a8\u5f15\u64ce\u3002\u5546\u4e1a\u7248\u672c\u7684InfluxDB\u652f\u6301\u5206\u5e03\u5f0f\u5b58\u50a8\u5f15\u64ce\uff0c\u5e76\u4e14Prometheus\u7684\u8def\u7ebf\u56fe\u4e5f\u8ba1\u5212\u652f\u6301\u5206\u5e03\u5f0f\u5b58\u50a8\u5f15\u64ce\u3002<\/p>\n<p>\u6700\u7ec8\uff0c\u6211\u4eec\u9009\u62e9\u4e86OpenTSDB\u3001KairosDB\u548cInfluxDB\u8fdb\u884c\u8be6\u7ec6\u5206\u6790\u3002\u7531\u4e8e\u6211\u5bf9OpenTSDB\u975e\u5e38\u719f\u6089\uff0c\u5e76\u4e14\u4e00\u76f4\u5728\u7814\u7a76\u5176\u6e90\u4ee3\u7801\uff0c\u6240\u4ee5\u6211\u5bf9OpenTSDB\u7684\u63cf\u8ff0\u66f4\u52a0\u8be6\u7ec6\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u5176\u4ed6\u65f6\u5e8f\u6570\u636e\u5e93\u6211\u77e5\u4e4b\u751a\u5c11\uff0c\u5982\u679c\u5728\u5206\u6790\u8fc7\u7a0b\u4e2d\u6709\u8bef\uff0c\u6b22\u8fce\u8fdb\u884c\u66f4\u6b63\u3002<\/p>\n<h1>\u5f00\u653e\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\uff08OpenTSDB\uff09<\/h1>\n<p>OpenTSDB\u662f\u4e00\u79cd\u5206\u5e03\u5f0f\u3001\u53ef\u6269\u5c55\u7684\u65f6\u5e8f\u6570\u636e\u5e93\uff0c\u5b83\u652f\u6301\u6bcf\u79d2\u5199\u5165\u901f\u5ea6\u8fbe\u5230\u6570\u767e\u4e07\u6761\u6570\u636e\uff0c\u5e76\u652f\u6301\u4ee5\u6beb\u79d2\u7ea7\u7cbe\u5ea6\u4fdd\u5b58\u6570\u636e\uff0c\u800c\u65e0\u9700\u727a\u7272\u7cbe\u5ea6\u6765\u6301\u4e45\u4fdd\u5b58\u6570\u636e\u3002\u5176\u51fa\u8272\u7684\u5199\u5165\u6027\u80fd\u548c\u5b58\u50a8\u529f\u80fd\u4f9d\u8d56\u4e8e\u5e95\u5c42\u7684HBase\u3002HBase\u901a\u8fc7LSM\u6811\u5b58\u50a8\u5f15\u64ce\u548c\u5206\u5e03\u5f0f\u67b6\u6784\u5b9e\u73b0\u4e86\u51fa\u8272\u7684\u5199\u5165\u6027\u80fd\uff0c\u800c\u51fa\u8272\u7684\u5b58\u50a8\u6027\u80fd\u5219\u4f9d\u8d56\u4e8e\u5b8c\u5168\u5206\u5e03\u5f0f\u53ef\u6269\u5c55\u7684HDFS\u5e95\u5c42\u3002OpenTSDB\u6df1\u5ea6\u4f9d\u8d56\u4e8eHBase\uff0c\u5e76\u6839\u636eHBase\u5e95\u5c42\u5b58\u50a8\u7ed3\u6784\u7684\u5c5e\u6027\u8fdb\u884c\u4e86\u8bb8\u591a\u5fae\u5999\u7684\u4f18\u5316\u3002\u5728\u6700\u65b0\u7248\u672c\u4e2d\uff0c\u8fd8\u652f\u6301\u4e86BigTable\u548cCassandra\u7684\u6269\u5c55\u3002<\/p>\n<h1>\u5efa\u7b51\u5e08<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d915f913a08637a6df57f\/9-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4e0b\u56fe\u5c55\u793a\u4e86OpenTSDB\u7684\u67b6\u6784\uff0c\u5176\u6838\u5fc3\u7ec4\u4ef6\u662fTSD\u548cHBase\u3002TSD\u662f\u65e0\u72b6\u6001\u7684\u8282\u70b9\u96c6\u7fa4\uff0c\u53ef\u4ee5\u4efb\u610f\u6269\u5c55\uff0c\u5e76\u4e14\u4e0d\u4f9d\u8d56\u4e8eHBase\u4ee5\u5916\u7684\u7ec4\u4ef6\u3002TSD\u63d0\u4f9bHTTP\u548cTelnet\u63a5\u53e3\uff0c\u652f\u6301\u6570\u636e\u5199\u5165\u548c\u67e5\u8be2\u3002\u4e0eHBase\u7684O&amp;M\u76f8\u6bd4\uff0cTSD\u7684\u90e8\u7f72\u548c\u8fd0\u7ef4\u975e\u5e38\u7b80\u5355\uff0c\u8fd9\u4e5f\u662f\u652f\u6301BigTable\u548cCassandra\u6269\u5c55\u7684\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<h1>\u6570\u636e\u6a21\u578b<\/h1>\n<p>OpenTSDB\u5728\u6307\u6807\u5efa\u6a21\u4e2d\uff0c\u6570\u636e\u70b9\u5305\u542b\u4ee5\u4e0b\u7ec4\u4ef6\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Metric: sys.cpu.user \u3084 stock.quote \u306e\u3088\u3046\u306a\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u30a4\u30f3\u30b8\u30b1\u30fc\u30bf\u306e\u540d\u524d\u3002<\/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\">Timestamp: \u305d\u306e\u6642\u70b9\u3067\u306e\u7279\u5b9a\u306e\u6642\u9593\u3092\u8868\u3059\u79d2\u307e\u305f\u306f\u30df\u30ea\u79d2\u5358\u4f4d\u306eUnix\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3002<\/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\">\u30bf\u30b0: 1\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u30bf\u30b0\u3002\u30bf\u30b0\u306f\u3001\u5bfe\u8c61\u306e\u7570\u306a\u308b\u6b21\u5143\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30bf\u30b0\u306f\u3001\u30bf\u30b0\u30fb\u30ad\u30fc\u3068\u30bf\u30b0\u5024\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002\u30bf\u30b0\u30fb\u30ad\u30fc\u306f\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u30bf\u30b0\u5024\u306f\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u306e\u5024\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5024\uff1a\u6307\u6a19\u306e\u5024\u3002\u73fe\u5728\u306e\u3068\u3053\u308d\u3001\u6570\u5024\u578b\u306e\u5024\u306e\u307f\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/ul>\n<h1>\u5b58\u50a8\u6a21\u578b<\/h1>\n<p>\u603b\u7ed3\u6700\u4f18\u5316\u7684\u8981\u70b9\u5982\u4e0b:<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u3092\u6700\u9069\u5316:\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30bf\u30b0\u30ad\u30fc\u3001\u30bf\u30b0\u5024\u306bUniqueID\u3092\u5272\u308a\u5f53\u3066\u3001\u5143\u306e\u5024\u3068UniqueID\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u78ba\u7acb\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u3001\u5143\u306e\u5024\u3067\u306f\u306a\u304f\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u3001\u30bf\u30b0\u30ad\u30fc\u3001\u30bf\u30b0\u5024\u306b\u5bfe\u5fdc\u3059\u308buniqueID\u304c\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/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\">\u30ad\u30fc\u5024\u306e\u6570\u3092\u6700\u9069\u5316:HBase\u306e\u30dc\u30c8\u30e0\u5c64\u30b9\u30c8\u30ec\u30fc\u30b8\u30e2\u30c7\u30eb\u3092\u3088\u304f\u7406\u89e3\u3057\u3066\u3044\u308c\u3070\u3001\u884c\u306e\u5404\u30ab\u30e9\u30e0\u304c\u683c\u7d0d\u6642\u306b\u30ad\u30fc\u5024\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u305f\u3081\u3001\u884c\u3084\u30ab\u30e9\u30e0\u306e\u6570\u3092\u6e1b\u3089\u3059\u3053\u3068\u3067\u30b9\u30c8\u30ec\u30fc\u30b8\u30b9\u30da\u30fc\u30b9\u3092\u5927\u5e45\u306b\u7bc0\u7d04\u3067\u304d\u3001\u30af\u30a8\u30ea\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316: HBase\u306e\u30b5\u30fc\u30d0\u30fc\u30b5\u30a4\u30c9\u30d5\u30a3\u30eb\u30bf\u3092\u5229\u7528\u3057\u3066\u591a\u6b21\u5143\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u3057\u3001\u30b0\u30eb\u30fc\u30d7\u30d0\u30a4\u3084\u7cbe\u5ea6\u524a\u6e1b\u30af\u30a8\u30ea\u306f\u4e8b\u524d\u96c6\u7d04\u3084\u30ed\u30fc\u30eb\u30a2\u30c3\u30d7\u3092\u5229\u7528\u3057\u3066\u6700\u9069\u5316\u3057\u3066\u3044\u307e\u3059\u3002<\/ul>\n<p>UIDTable\u662fOpenTSDB\u5728HBase\u4e0a\u7684\u4e00\u4e9b\u5173\u952e\u8868\u7684\u7ed3\u6784\u8bbe\u8ba1\u3002\u9996\u5148\u662ftsdb-uid\u8868\uff0c\u5176\u7ed3\u6784\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d915f913a08637a6df57f\/18-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5ea6\u91cf\u8861\u3001\u6807\u7b7e\u952e\u548c\u6807\u7b7e\u503c\u90fd\u88ab\u5206\u914d\u4e86\u76f8\u540c\u56fa\u5b9a\u957f\u5ea6\u7684\u552f\u4e00ID\uff0c\u5176\u9ed8\u8ba4\u957f\u5ea6\u4e3a3\u5b57\u8282\u3002TSDB-UID\u8868\u4f7f\u7528\u4e24\u4e2a\u5217\u65cf\u5b58\u50a8\u5ea6\u91cf\u8861\u3001\u6807\u7b7e\u952e\u3001\u6807\u7b7e\u503c\u548c\u552f\u4e00ID\u4e4b\u95f4\u7684\u6620\u5c04\u4e0e\u53cd\u5411\u6620\u5c04\uff0c\u5e76\u603b\u5171\u5305\u542b6\u4e2a\u6620\u5c04\u6570\u636e\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u8fd9\u4e2a\u4f8b\u5b50\u7684\u4e00\u4e2a\u89e3\u91ca\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bf\u30b0\u30ad\u30fc\u306f&#8217;host&#8217;\u3067\u3042\u308a\u3001\u5bfe\u5fdc\u3059\u308buniqueID\u306f&#8217;001&#8217;\u3067\u3059\u3002<\/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\">\u30bf\u30b0\u5024\u306f &#8216;static&#8217; \u3067\u3001\u5bfe\u5fdc\u3059\u308b uniqueID \u306f &#8216;001&#8217; \u3067\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30e1\u30c8\u30ea\u30c3\u30af\u306f&#8217;proc.loadavg.1m&#8217;\u3067\u3001\u5bfe\u5fdc\u3059\u308b\u30e6\u30cb\u30fc\u30afID\u306f&#8217;052\u2019\u3067\u3059\u3002<\/ul>\n<p>\u7ed9\u6bcf\u4e2a\u6307\u6807\u3001\u6807\u7b7e\u952e\u548c\u6807\u7b7e\u503c\u5206\u914d\u552f\u4e00\u7684ID\u7684\u597d\u5904\u5982\u4e0b\u3002\u9996\u5148\uff0c\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u5b58\u50a8\u7a7a\u95f4\u548c\u6570\u636e\u4f20\u8f93\u91cf\u3002\u7531\u4e8e\u4e00\u4e2a\u503c\u53ef\u4ee5\u75283\u4e2a\u5b57\u8282\u8868\u793a\uff0c\u6240\u4ee5\u53ef\u4ee5\u83b7\u5f97\u76f8\u5f53\u9ad8\u7684\u538b\u7f29\u7387\u3002\u5176\u6b21\uff0c\u901a\u8fc7\u4f7f\u7528\u56fa\u5b9a\u957f\u5ea6\u7684\u5b57\u8282\uff0c\u80fd\u591f\u8f7b\u677e\u5730\u4ecerowkey\u4e2d\u89e3\u6790\u51fa\u6240\u9700\u7684\u503c\uff0c\u5e76\u4e14\u53ef\u4ee5\u5927\u5e45\u51cf\u5c11Java\u5806\u5185\u5b58\u7684\u5360\u7528\uff08\u4e0e\u5b57\u7b26\u4e32\u76f8\u6bd4\uff0c\u5b57\u8282\u53ef\u4ee5\u8282\u7701\u5927\u91cf\u5185\u5b58\uff09\uff0c\u4ece\u800c\u51cf\u8f7b\u4e86GC\u7684\u8d1f\u62c5\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5728\u56fa\u5b9a\u5b57\u8282\u7684UID\u7f16\u7801\u4e2d\uff0cUID\u7684\u6570\u91cf\u6709\u4e0a\u9650\u3002\u57283\u5b57\u8282\u4e2d\uff0c\u6700\u5927\u5141\u8bb8\u62e5\u670916777216\u4e2a\u4e0d\u540c\u7684\u503c\uff0c\u8fd9\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u8db3\u591f\u4e86\u3002\u957f\u5ea6\u662f\u53ef\u4ee5\u8c03\u6574\u7684\uff0c\u4f46\u4e0d\u80fd\u52a8\u6001\u5730\u6539\u53d8\u3002<\/p>\n<h1>\u6570\u636e\u8868<\/h1>\n<p>\u7b2c\u4e8c\u4e2a\u5173\u952e\u8868\u662f\u4ee5\u4e0b\u6570\u636e\u8868\u7684\u7ed3\u6784\uff1a<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d915f913a08637a6df57f\/26-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5728\u8fd9\u4e2a\u8868\u4e2d\uff0c\u76f8\u540c\u65f6\u95f4\u7684\u6570\u636e\u5b58\u50a8\u5728\u540c\u4e00\u884c\u4e2d\uff0c\u884c\u4e2d\u7684\u6bcf\u4e00\u5217\u8868\u793a\u4e00\u4e2a\u6570\u636e\u70b9\u3002\u5982\u679c\u4e00\u884c\u4ee5\u7b2c\u4e8c\u7ea7\u7cbe\u5ea6\uff0c\u90a3\u4e48\u8be5\u884c\u53ef\u4ee5\u6700\u591a\u5305\u542b3600\u4e2a\u6570\u636e\u70b9\uff0c\u5982\u679c\u4ee5\u6beb\u79d2\u7ea7\u7cbe\u5ea6\uff0c\u8be5\u884c\u53ef\u4ee5\u6700\u591a\u5305\u542b3600000\u4e2a\u6570\u636e\u70b9\u3002<\/p>\n<p>\u8fd9\u4e2a\u8868\u7684\u5fae\u5999\u4e4b\u5904\u5728\u4e8erowkey\u548c\u4fee\u9970\u7b26\uff08\u5217\u540d\uff09\u7684\u8bbe\u8ba1\uff0c\u4ee5\u53ca\u6570\u636e\u884c\u7684\u6574\u4f53\u7d27\u51d1\u7b56\u7565\u3002\u6d89\u53carowkey\u7684\u683c\u5f0f\u3002<\/p>\n<pre class=\"post-pre\"><code>&lt;metric&gt;&lt;timestamp&gt;&lt;tagk1&gt;&lt;tagv1&gt;&lt;tagk2&gt;tagv2&gt;...&lt;tagkn&gt;&lt;tagvn&gt;\r\n<\/code><\/pre>\n<p>\u5ea6\u91cf\u8861\u3001\u6807\u7b7e\u952e\u548c\u6807\u7b7e\u503c\u90fd\u7528UID\u8868\u793a\u3002\u7531\u4e8eUID\u7684\u5b57\u8282\u957f\u5ea6\u662f\u56fa\u5b9a\u7684\u5c5e\u6027\uff0c\u56e0\u6b64\u5728\u89e3\u6790rowkey\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u5b57\u8282\u504f\u79fb\u91cf\u6765\u8f7b\u677e\u63d0\u53d6\u76f8\u5e94\u7684\u503c\u3002Qualifier\u7684\u503c\u8868\u793a\u6570\u636e\u70b9\u7684\u65f6\u95f4\u6233\u7684\u65f6\u95f4\u504f\u5dee\uff0c\u4ee5\u5c0f\u65f6\u4e3a\u5355\u4f4d\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u7cbe\u5ea6\u4e3a\u79d2\u7684\u6570\u636e\uff0c\u5bf9\u5e94\u4e8e\u7b2c30\u79d2\u7684\u6570\u636e\u7684\u65f6\u95f4\u504f\u5dee\u4e3a30\uff0c\u56e0\u6b64\u5217\u540d\u7684\u503c\u4e3a30\u3002\u4f7f\u7528\u65f6\u95f4\u504f\u5dee\u503c\u4f5c\u4e3a\u5217\u540d\u7684\u597d\u5904\u662f\u53ef\u4ee5\u5927\u5927\u8282\u7701\u5b58\u50a8\u5bb9\u91cf\u3002\u5bf9\u4e8e\u7b2c\u4e8c\u7ea7\u6570\u636e\uff0c\u53ea\u9700\u89812\u4e2a\u5b57\u8282\uff0c\u5bf9\u4e8e\u6beb\u79d2\u7ea7\u6570\u636e\uff0c\u53ea\u9700\u89814\u4e2a\u5b57\u8282\uff0c\u5bf9\u4e8e\u5b58\u50a8\u5b8c\u6574\u65f6\u95f4\u6233\uff0c\u53ea\u9700\u89816\u4e2a\u5b57\u8282\u3002\u5728\u5b8c\u6574\u7684\u6570\u636e\u884c\u5199\u5165\u540e\uff0cOpenTSDB\u8fd8\u91c7\u7528\u5408\u5e76\u6240\u6709\u5217\u5230\u4e00\u4e2a\u5217\u4e2d\u7684\u538b\u7f29\u7b56\u7565\uff0c\u4e3b\u8981\u662f\u4e3a\u4e86\u51cf\u5c11\u952e\u503c\u7684\u6570\u91cf\u3002<\/p>\n<h1>\u67e5\u8be2\u4f18\u5316<\/h1>\n<p>HBase \u63d0\u4f9b\u4e86\u7b80\u5355\u7684\u67e5\u8be2\u64cd\u4f5c\uff0c\u5982\u5355\u884c\u67e5\u8be2\u548c\u8303\u56f4\u67e5\u8be2\u3002\u5bf9\u4e8e\u5355\u884c\u67e5\u8be2\uff0c\u9700\u8981\u63d0\u4f9b\u5b8c\u6574\u7684 rowkey\u3002\u5728\u8303\u56f4\u67e5\u8be2\u4e2d\uff0c\u9700\u8981\u63d0\u4f9b\u884c\u952e\u8303\u56f4\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u626b\u63cf\u8303\u56f4\u5185\u7684\u6240\u6709\u6570\u636e\u6765\u83b7\u53d6\u7ed3\u679c\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u5355\u884c\u67e5\u8be2\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u4f46\u8303\u56f4\u67e5\u8be2\u7684\u901f\u5ea6\u53d6\u51b3\u4e8e\u626b\u63cf\u8303\u56f4\u7684\u5927\u5c0f\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u626b\u63cf\u51e0\u4e07\u884c\u6ca1\u6709\u95ee\u9898\uff0c\u4f46\u626b\u63cf\u6570\u4ebf\u884c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8bfb\u53d6\u5ef6\u8fdf\u52a0\u5927\u3002<\/p>\n<p>OpenTSDB \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u67e5\u8be2\u529f\u80fd\u3002\u5b83\u652f\u6301\u5bf9\u4efb\u610f\u6807\u7b7e\u952e\u8fdb\u884c\u8fc7\u6ee4\u3001\u6309\u5206\u7ec4\u8fdb\u884c\u7edf\u8ba1\u4ee5\u53ca\u7cbe\u5ea6\u964d\u4f4e\u3002\u6807\u7b7e\u952e\u7684\u8fc7\u6ee4\u662f\u67e5\u8be2\u7684\u4e00\u90e8\u5206\uff0c\u800c\u6309\u5206\u7ec4\u548c\u7cbe\u5ea6\u964d\u4f4e\u662f\u8ba1\u7b97\u67e5\u8be2\u7ed3\u679c\u7684\u4e00\u90e8\u5206\u3002\u67e5\u8be2\u6761\u4ef6\u4e2d\u7684\u4e3b\u8981\u53c2\u6570\u5305\u62ec\u6307\u5b9a\u7684\u6307\u6807\u540d\u79f0\u3001\u6807\u7b7e\u952e\u7684\u8fc7\u6ee4\u6761\u4ef6\u548c\u65f6\u95f4\u8303\u56f4\u3002\u6b63\u5982\u524d\u4e00\u8282\u6240\u6307\u51fa\u7684\uff0c\u6570\u636e\u8868\u7684\u884c\u952e\u683c\u5f0f\u5982\u4e0b\uff1a&lt;\u6307\u6807\u540d\u79f0&gt;&lt;\u65f6\u95f4\u6233&gt;&lt;\u6807\u7b7e\u952e1&gt;&lt;\u6807\u7b7e\u503c1&gt;&lt;\u6807\u7b7e\u952e2&gt;&lt;\u6807\u7b7e\u503c2&gt;&#8230;&lt;\u6807\u7b7e\u952en&gt;&lt;\u6807\u7b7e\u503cn&gt;\u3002\u6839\u636e\u67e5\u8be2\u53c2\u6570\uff0c\u5982\u679c\u786e\u5b9a\u4e86\u6307\u6807\u540d\u79f0\u548c\u65f6\u95f4\u8303\u56f4\uff0c\u5c31\u53ef\u4ee5\u5f97\u51fa\u81f3\u5c11\u6709\u4e00\u4e2a\u884c\u952e\u8303\u56f4\u8fdb\u884c\u626b\u63cf\u7684\u7ed3\u8bba\u3002\u7136\u800c\uff0c\u8fd9\u4e2a\u626b\u63cf\u8303\u56f4\u5c06\u67e5\u8be2\u5177\u6709\u76f8\u540c\u6307\u6807\u540d\u79f0\u548c\u65f6\u95f4\u8303\u56f4\u7684\u6240\u6709\u6807\u7b7e\u952e\u7ec4\u5408\u3002\u5982\u679c\u6807\u7b7e\u952e\u7ec4\u5408\u5f88\u591a\uff0c\u90a3\u4e48\u626b\u63cf\u8303\u56f4\u5c31\u65e0\u6cd5\u63a7\u5236\uff0c\u53ef\u80fd\u4f1a\u975e\u5e38\u5927\uff0c\u56e0\u6b64\u67e5\u8be2\u6548\u7387\u57fa\u672c\u4e0a\u662f\u4e0d\u53ef\u63a5\u53d7\u7684\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u9488\u5bf9OpenTSDB\u67e5\u8be2\u7684\u5177\u4f53\u4f18\u5316\u7b56\u7565\uff1a<\/p>\n<ul class=\"post-ul\">\u30b5\u30fc\u30d0\u5074\u306e\u30d5\u30a3\u30eb\u30bf<\/ul>\n<p>HBase\u5177\u6709\u4e30\u5bcc\u4e14\u5177\u6709\u53ef\u6269\u5c55\u6027\u7684\u8fc7\u6ee4\u5668\u3002\u8fc7\u6ee4\u5668\u7684\u5de5\u4f5c\u539f\u7406\u662f\u5728\u670d\u52a1\u5668\u7aef\u626b\u63cf\u548c\u8fc7\u6ee4\u6570\u636e\uff0c\u7136\u540e\u5c06\u7ed3\u679c\u8fd4\u56de\u7ed9\u5ba2\u6237\u7aef\u3002\u670d\u52a1\u5668\u7aef\u8fc7\u6ee4\u5668\u7684\u4f18\u5316\u7b56\u7565\u4e0d\u80fd\u51cf\u5c11\u88ab\u626b\u63cf\u7684\u6570\u636e\u91cf\uff0c\u4f46\u53ef\u4ee5\u5927\u5e45\u51cf\u5c11\u53d1\u9001\u7684\u6570\u636e\u91cf\u3002\u5728OpenTSDB\u4e2d\uff0c\u7279\u5b9a\u6761\u4ef6\u7684\u6807\u7b7e\u952e\u8fc7\u6ee4\u5668\u88ab\u8f6c\u6362\u4e3a\u5e95\u5c42HBase\u670d\u52a1\u5668\u7aef\u8fc7\u6ee4\u5668\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u4f18\u5316\u6548\u679c\u6709\u9650\uff0c\u5bf9\u67e5\u8be2\u7684\u6700\u91cd\u8981\u5f71\u54cd\u56e0\u7d20\u4e0d\u662f\u53d1\u9001\u6548\u7387\uff0c\u800c\u662f\u5e95\u5c42\u7684\u8303\u56f4\u626b\u63cf\u6548\u7387\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ec\u30f3\u30b8\u30af\u30a8\u30ea\u3067\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u3092\u6e1b\u3089\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul 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