{"id":29796,"date":"2022-11-14T10:31:27","date_gmt":"2023-08-29T07:17:33","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8mongodb%e5%92%8cmetabase%e4%b8%ad%e5%8f%af%e8%a7%86%e5%8c%96iot%e6%95%b0%e6%8d%ae%e7%9a%84%e6%8a%80%e5%b7%a7%e3%80%82\/"},"modified":"2025-08-12T15:57:19","modified_gmt":"2025-08-12T07:57:19","slug":"%e5%9c%a8mongodb%e5%92%8cmetabase%e4%b8%ad%e5%8f%af%e8%a7%86%e5%8c%96iot%e6%95%b0%e6%8d%ae%e7%9a%84%e6%8a%80%e5%b7%a7%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%9c%a8mongodb%e5%92%8cmetabase%e4%b8%ad%e5%8f%af%e8%a7%86%e5%8c%96iot%e6%95%b0%e6%8d%ae%e7%9a%84%e6%8a%80%e5%b7%a7%e3%80%82\/","title":{"rendered":"\u5728MongoDB\u548cMetabase\u4e2d\u53ef\u89c6\u5316IoT\u6570\u636e\u7684\u6280\u5de7"},"content":{"rendered":"<h2>\u9996\u5148<\/h2>\n<p>\u521d\u6b21\u89c1\u9762\u3002\u8fd9\u662f\u6211\u5728 Qiita \u7684\u9996\u6b21\u6295\u7a3f\uff01<\/p>\n<p>\u6211\u5e0c\u671b\u5c06\u4f20\u611f\u5668\u6536\u96c6\u7684\u6e29\u5ea6\u3001\u6e7f\u5ea6\u548c\u6c14\u538b\u6570\u636e\u4f20\u8f93\u5230\u4e91\u7aef\u5e76\u8fdb\u884c\u53ef\u89c6\u5316\u3002\u867d\u7136\u4f7f\u7528AWS IoT Core\u6216Azure IoT Hub\u8fd9\u6837\u7684\u4e91\u670d\u52a1\u662f\u6700\u4fbf\u6377\u7684\u9009\u62e9\uff0c\u4f46\u4e3a\u4e86\u8282\u7701\u8d39\u7528\uff0c\u6211\u5c1d\u8bd5\u4f7f\u7528\u5f00\u6e90\u8f6f\u4ef6\u642d\u5efa\u81ea\u5df1\u7684\u6570\u636e\u5e93\u548c\u53ef\u89c6\u5316\u5de5\u5177\uff08\u5546\u4e1a\u667a\u80fd\u5de5\u5177\uff09\u3002<\/p>\n<h3>\u7528\u8fc7\u7684\u5f00\u6e90\u8f6f\u4ef6<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Database : MongoDB\uff08v4.2.2\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">BI Tool : Metabase\uff08v0.33.5.1\uff09<\/ul>\n<p>\u56e0\u4e3a\u8fd9\u4e24\u4e2a\u90fd\u662f\u4e3b\u8981\u7684\u5f00\u6e90\u8f6f\u4ef6\uff0c\u6240\u4ee5\u5173\u4e8e\u5b83\u4eec\u7684\u4f7f\u7528\u65b9\u5f0f\u6709\u5f88\u591a\u8bf4\u660e\uff0c\u5728\u5404\u4e2a\u5730\u65b9\u90fd\u53ef\u4ee5\u627e\u5230\u3002\u4f46\u662f\u5173\u4e8eMongoDB + Metabase\u7ec4\u5408\u7684\u89e3\u91ca\u6587\u7ae0\u5e76\u4e0d\u591a\uff0c\u4e5f\u6ca1\u6709\u5728\u6587\u6863\u4e2d\u5199\u660e\u4e00\u4e9b\u5bb9\u6613\u9677\u5165\u56f0\u5883\u7684\u5730\u65b9\uff0c\u6240\u4ee5\u6211\u5c06\u5728\u8fd9\u91cc\u8fdb\u884c\u89e3\u91ca\u3002<\/p>\n<h2>\u6240\u6709\u6210\u54e1<\/h2>\n<p>\u8be6\u7ec6\u5185\u5bb9\u7701\u7565\uff0c\u4f46\u6211\u4f7f\u7528VM\u73af\u5883\u548cOpenStack\u5728\u5bb6\u4e2d\u7684\u670d\u52a1\u5668\u4e0a\u8fdb\u884c\u4e86\u642d\u5efa\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d044237434c4406bd5ef3\/8-0.png\" alt=\"fig-1.png\" \/><\/div>\n<h3>\u6570\u636e\u7684\u6d41\u52a8<\/h3>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528BME280\uff08\u6e29\u5ea6\u30fb\u6e7f\u5ea6\u30fb\u6c17\u5727\uff09+ ESP32\u901a\u8fc7Wi-Fi\u53d1\u9001\u6570\u636e<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>IoT-Hub\u548c\u6570\u636e\u4ee3\u7406OM2M\u63a5\u6536\u6570\u636e<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5f53\u65b0\u6570\u636e\u5230\u8fbe\u65f6\uff0cOM2M\u901a\u77e5\u5e94\u7528\u7a0b\u5e8f\uff08ADN-AE\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5e94\u7528\u7a0b\u5e8f\u63d0\u53d6\u4f20\u611f\u5668\u6570\u636e\u5e76\u5b58\u50a8\u5230MongoDB\u4e2d<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528BI\u5de5\u5177\uff08Metabase\uff09\u53ef\u89c6\u5316\u6570\u636e<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u53e6\u5916\uff0c\u4f7f\u7528M5Stack\u53ef\u4ee5\u76d1\u63a7\u6700\u65b0\u7684\u6570\u636e<\/ol>\n<h2>MongoDB\u7684\u6280\u5de7<\/h2>\n<h3>\u6570\u636e\u7684\u63cf\u8ff0\u65b9\u5f0f<\/h3>\n<p>\u7528JSON\u683c\u5f0f\u5316\u6570\u636e\u5e76\u4ee5\u952e\u503c\u5bf9\u5f62\u5f0f\u8868\u793a\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n    \"Location\" : \"Outside\", \r\n    \"RSSI\" : -55, \r\n    \"TemperatureC\" : 10.79, \r\n    \"Humidity\" : 79.7, \r\n    \"PressureHpa\" : 988.53, \r\n    \"Battery\" : 2.78, \r\n    \"CreateDate\" : \"2019-12-26T21:29:59Z\", \r\n}\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">JSON\u306e\u300c\u30ad\u30fc\u300d\u306fMongoDB\u306e\u691c\u7d22\u30ad\u30fc\u306b\u3082\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u7c21\u6f54\u3067\u5206\u304b\u308a\u3084\u3059\u3044\u540d\u524d\u3092\u4ed8\u3051\u307e\u3059<\/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\">\u4ed6\u306e\u4eba\u304c\u898b\u3066\u3082\u5206\u304b\u308b\u3088\u3046\u306b\u540d\u524d\u306b\u5358\u4f4d\u60c5\u5831\uff08TempretureC \u2192 \u6442\u6c0f\u3060\u3088\uff09\u3092\u5165\u308c\u308b\u3068\u89aa\u5207<\/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\">\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u6642\u523b\uff08CreateDate\uff09\u306fUTC\u6642\u9593\u3092ISO8601\u5f62\u5f0f\u3067\u30d5\u30a9\u30fc\u30de\u30c3\u30c8 \u2192 UTC\u3067\u683c\u7d0d\u3057\u3066\u304a\u3051\u3070\u3001Metabase\u304c\u30d6\u30e9\u30a6\u30b6\u306e\u8a2d\u5b9a\u306b\u5408\u308f\u305b\u305f\u30ed\u30fc\u30ab\u30eb\u30bf\u30a4\u30e0\u306b\u5909\u63db\u3057\u3066\u8868\u793a\u3057\u307e\u3059<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u53ce\u96c6\u6642\u9593\u306b\u52a0\u3048\u3066\u30bb\u30f3\u30b5\u30fc\u306e\u8a2d\u7f6e\u5834\u6240\u3082\u5165\u308c\u3066\u304a\u304f\u3068\u3088\u3044<\/ul>\n<h3>\u8ba9MongoDB\u8bc6\u522b\u65e5\u671f<\/h3>\n<p>\u5728\u8fde\u63a5MongoDB\u548cMetabase\u4e4b\u524d\uff0c\u5e76\u4e0d\u9700\u8981\u50cfRDB\u4e00\u6837\u521b\u5efa\u6a21\u5f0f\u6765\u5b9a\u4e49\u6bcf\u4e2a\u6570\u636e\u7684\u5c5e\u6027\u3002\u4f46\u662f\uff0c\u4e3a\u4e86\u8fde\u63a5MongoDB\u548cMetabase\uff0c\u53ea\u6709\u65e5\u671f\u9700\u8981\u8fdb\u884c&#8221;\u8fd9\u662f\u4e00\u4e2a\u65e5\u671f\u7684\u6570\u636e&#8221;\u7684\u6ce8\u91ca\u3002\u5982\u679c\u4e0d\u8fd9\u6837\u505a\uff0c\u5f53\u4eceMetabase\u6267\u884c\u6307\u5b9a\u65e5\u671f\u8303\u56f4\u7684\u67e5\u8be2\u65f6\uff0c\u53ef\u80fd\u4f1a\u53d1\u751f&#8221;\u65e0\u6cd5\u5c06BSON\u7c7b\u578b\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3a\u65e5\u671f&#8221;\u7684\u9519\u8bef\uff0c\u5e76\u4e14\u65e0\u6cd5\u83b7\u53d6\u6570\u636e\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5728\u5c06\u65e5\u671f\u6570\u636e\u5b58\u50a8\u5230MongoDB\u4e2d\u65f6\uff0c\u9700\u8981\u5c06\u65e5\u671f\u8f6c\u6362\u4e3aISODate\u5bf9\u8c61\u3002\u4e3a\u6b64\uff0c\u5728\u670d\u52a1\u5668\u4e0a\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u5c06\u4ece&#8221;CreateDate&#8221;\u751f\u6210\u548c\u6dfb\u52a0ISODate\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5230MongoDB\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>{\r\n    \"Location\" : \"Outside\", \r\n    \"RSSI\" : -55, \r\n    \"TemperatureC\" : 10.79, \r\n    \"Humidity\" : 79.7, \r\n    \"PressureHpa\" : 988.53, \r\n    \"Battery\" : 2.78, \r\n    \"CreateDate\" : \"2019-12-26T21:29:59Z\", \r\n    \"isodate\" : ISODate(\"2019-12-26T21:29:59Z\")\r\n}\r\n<\/code><\/pre>\n<p>\u5728JavaScript\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u751f\u6210\u548c\u6dfb\u52a0ISODate\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kd\">var<\/span> <span class=\"nx\">isoDate<\/span> <span class=\"o\">=<\/span>  <span class=\"k\">new<\/span> <span class=\"nb\">Date<\/span><span class=\"p\">(<\/span><span class=\"nx\">jsonData<\/span><span class=\"p\">.<\/span><span class=\"nx\">CreateDate<\/span><span class=\"p\">);<\/span>\r\n<span class=\"nx\">jsonData<\/span><span class=\"p\">.<\/span><span class=\"nx\">isodate<\/span> <span class=\"o\">=<\/span> <span class=\"nx\">isoDate<\/span><span class=\"p\">;<\/span>\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">JSON\u30c7\u30fc\u30bf\u304b\u3089&#8221;CreateDate&#8221;\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u53d6\u308a\u51fa\u3057\u3001\u3053\u306e\u5024\u3092\u5f15\u6570\u306b\u3057\u3066Date\u3092\u751f\u6210 \u2192 \u3053\u308c\u3067ISODate\u306b\u306a\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">JSON\u30c7\u30fc\u30bf\u306b\u8ffd\u52a0\u3059\u308b<\/ul>\n<h2>Metabase\u7684\u6280\u5de7<\/h2>\n<h3>\u6ce8\u518c\u6570\u636e\u5e93\u540d\u79f0\u7b49<\/h3>\n<p>\u4e3a\u4e86\u4e0eMongoDB\u8fdb\u884c\u914d\u5408\uff0c\u60a8\u9700\u8981\u5728Metabase\u7684\u6570\u636e\u5e93\u7ba1\u7406\u5458\u754c\u9762\u4e2d\u8fdb\u884c\u5404\u79cd\u6ce8\u518c\u3002\u4ee5\u4e0b\u662f\u9700\u8981\u6ce8\u610f\u7684\u4e8b\u9879\uff1a<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Database name\u306fMongoDB\u306b\u66f8\u304d\u8fbc\u307f\u3092\u884c\u3063\u305f\u969b\u306b\u4f7f\u7528\u3057\u305fDB\u540d\uff08\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u540d\u3067\u306f\u306a\u3044\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Database username\u306b\u52a0\u3048\u3066\u3001Authentication Database\u3092\u6307\u5b9a\u3059\u308b \u2192 \u3053\u308c\u3092\u6307\u5b9a\u3057\u306a\u3044\u3068\u8a8d\u8a3c\u30a8\u30e9\u30fc\u306b\u306a\u308a\u63a5\u7d9a\u3067\u304d\u307e\u305b\u3093<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d044237434c4406bd5ef3\/27-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-12-27 10.04.18.png\" \/><\/div>\n<p>\u5728MetabaseAdmin \u2192 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decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d044237434c4406bd5ef3\/32-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2019-12-27 10.22.06.png\" \/><\/div>\n<p>\u4e3a\u4e86\u4f7f\u8fd9\u4e2a\u5217\u8868\u66f4\u6613\u4e8e\u9605\u8bfb\uff0c\u6700\u521d\u8fdb\u884c\u4e86\u4e00\u4e9b\u663e\u793a\u5b9a\u5236\uff0c\u5982\u9690\u85cfID\u5e76\u5c06\u65e5\u671f\u79fb\u81f3\u5de6\u4fa7\u3002\u4ece\u5b9a\u5236\u540e\u7684\u663e\u793a\u751f\u6210\u56fe\u8868\u65f6\uff0c\u5f53\u5c06\u65e5\u671f\u6307\u5b9a\u5728X\u8f74\u65f6\u51fa\u73b0\u4e86\u4ee5\u4e0b\u95ee\u9898\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u65e5\u4ed8\u306f\u8868\u793a\u3055\u308c\u308b\u304c\u3001\u6642\u523b\u3092\u8868\u793a\u3057\u3066\u304f\u308c\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul 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