{"id":50696,"date":"2019-10-23T00:00:00","date_gmt":"2019-10-23T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/%e6%9c%aa%e5%88%86%e9%a1%9e\/data-modeling-with-griddb\/"},"modified":"2025-11-14T07:53:59","modified_gmt":"2025-11-14T15:53:59","slug":"data-modeling-with-griddb","status":"publish","type":"post","link":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/data-modeling-with-griddb\/","title":{"rendered":"GridDB\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0"},"content":{"rendered":"<p>\u3053\u306e\u30d6\u30ed\u30b0\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u52d5\u753b\u3067\u3082\u3054\u89a7\u306b\u306a\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<div style=\"text-align: center;\"><iframe src=\"https:\/\/www.youtube.com\/embed\/HVfNymA3NRg\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<div style=\"margin-top: 25px;\">\n<p>GridDB\u306b\u306f\u3001\u30e6\u30cb\u30fc\u30af\u306a\u30ad\u30fc\u30b3\u30f3\u30c6\u30ca\u30fc\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30ad\u30fc\u306f\u5217\u6307\u5411\u30c6\u30fc\u30d6\u30eb\u3067\u3042\u308b\u30b3\u30f3\u30c6\u30ca\u3092\u6307\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u30ad\u30fc\u306f\u591a\u304f\u306e\u5834\u5408\u30b3\u30f3\u30c6\u30ca\u540d\u3068\u306a\u308a\u307e\u3059\u3002 \u30b3\u30f3\u30c6\u30ca\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u30b9\u30ad\u30fc\u30de\u3068\u884c\u30ad\u30fc\u30bf\u30a4\u30d7\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001SQL\u30bf\u30a4\u30d7\u306e\u30c6\u30fc\u30d6\u30eb\u3068\u306f\u7570\u306a\u308a\u3001\u30b3\u30f3\u30c6\u30ca\u306b\u306f\u3001\u3042\u308b\u30b3\u30f3\u30c6\u30ca\u306e\u5024\u304c\u5225\u306e\u30b3\u30f3\u30c6\u30ca\u3068\u56fa\u5b9a\u306e\u95a2\u4fc2\u3092\u6301\u3064\u3068\u3044\u3046\u3088\u3046\u306a\u5236\u7d04\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<\/div>\n<p>\u901a\u5e38\u30011\u3064\u306e\u30c7\u30d0\u30a4\u30b9\u3001\u30bb\u30f3\u30b5\u30fc\u3001\u307e\u305f\u306f\u5165\u529b\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306f1\u3064\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3067\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3068\u306f\u4f55\u304b\u3001\u30b3\u30f3\u30c6\u30ca\u3067\u3067\u304d\u308b\u3053\u3068\u3068\u3067\u304d\u306a\u3044\u3053\u3068\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002 \u307e\u305f\u3001GridDB\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u3067\u306e\u30c7\u30fc\u30bf\u306e\u4e00\u822c\u7684\u306a\u7de8\u6210\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3082\u8aac\u660e\u3057\u307e\u3059\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/griddb-pro.azureedge.net\/wp-content\/uploads\/2017\/07\/Key-container.png\" \/><\/p>\n<p>GridDB\u3068\u4ed6\u306eNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u4e0a\u56f3\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002Redis\u306e\u3088\u3046\u306aKey-Value\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u30ad\u30fc\u306f\u4efb\u610f\u306e\u5024\u3092\u6307\u3057\u3001\u305d\u306e\u5024\u306e\u5c5e\u6027\u306f\u901a\u5e38\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051\u307e\u305f\u306f\u30af\u30a8\u30ea\u3067\u304d\u306a\u3044\u306e\u306b\u5bfe\u3057\u3001MongoDB\u306a\u3069\u306eKey-Document\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30ad\u30fc\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6307\u3057\u3001\u7570\u306a\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u7570\u306a\u308b\u69cb\u9020\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2>\u30b3\u30f3\u30c6\u30ca<\/h2>\n<p>GridDB\u306b\u306f2\u3064\u306e\u30b3\u30f3\u30c6\u30ca\u30bf\u30a4\u30d7\u304c\u3042\u308a\u307e\u3059\u3002\u4efb\u610f\u306e\u30bf\u30a4\u30d7\u306e\u884c\u30ad\u30fc\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u308b\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3068\u3001\u5e38\u306b\u884c\u30ad\u30fc\u3068\u3057\u3066\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3092\u6301\u3064TimeSeries\u3067\u3059\u3002 \u3053\u308c\u3089\u306e\u30b3\u30f3\u30c6\u30ca\u306f\u4ed6\u306b\u3082\u3044\u304f\u3064\u304b\u306e\u30e6\u30cb\u30fc\u30af\u306a\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-large wp-image-26229\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2019\/09\/data-modeling-1024x675.png\" alt=\"\" width=\"1024\" height=\"675\" srcset=\"\/wp-content\/uploads\/2019\/09\/data-modeling-1024x675.png 1024w, \/wp-content\/uploads\/2019\/09\/data-modeling-300x198.png 300w, \/wp-content\/uploads\/2019\/09\/data-modeling-768x506.png 768w, \/wp-content\/uploads\/2019\/09\/data-modeling-600x395.png 600w, \/wp-content\/uploads\/2019\/09\/data-modeling.png 1282w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Java\u3067\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u306f\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u3001\u5358\u7d14\u306a\u6587\u5b57\u5217\u3001\u6570\u5024\u3001\u30b8\u30aa\u30e1\u30c8\u30ea\u30bf\u30a4\u30d7\uff08<a href=\"https:\/\/griddb.net\/en\/blog\/using-geometry-values-griddb\/\">\u8a73\u7d30\u306f\u3053\u3061\u3089<\/a>\uff09\u306a\u3069\u306e\u5909\u6570\u306e\u9759\u7684\u30af\u30e9\u30b9\u306b\u3088\u3063\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u3002\u6587\u5b57\u5217\u3068\u6570\u5024\u306eblob\u307e\u305f\u306f\u914d\u5217\u304c\u3059\u3079\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\uff08<a href=\"https:\/\/www.toshiba-sol.co.jp\/pro\/bigdatapf\/lineup\/GridDB\/doc\/v4_1\/docs_en\/GridDB_TechnicalReference.html#sec-4.3.1.1\">\u5168\u30ea\u30b9\u30c8\u306f\u3053\u3061\u3089<\/a>\uff09\u3002\u4ed6\u306e\u3059\u3079\u3066\u306e\u8a00\u8a9e\u3067\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u306fContainerInfo\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u3088\u3063\u3066\u5b9a\u7fa9\u3055\u308c\u307e\u3059\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f\u914d\u5217\u3068\u30b8\u30aa\u30e1\u30c8\u30ea\u30bf\u30a4\u30d7\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u306a\u3044\u8a00\u8a9e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u884c\u30ad\u30fc\u306f\u4e00\u610f\u306b\u3082\u305d\u308c\u4ee5\u4e0a\u306b\u3082\u3067\u304d\u3001Java\u306e\u578b\u306e\u524d\u306b@RowKey\u5c5e\u6027\u3092\u914d\u7f6e\u3059\u308b\u304b\u3001\u4ed6\u306e\u8a00\u8a9e\u306eContainerInfo\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306erow_key\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u914d\u7f6e\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u6c7a\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h2>\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0<\/h2>\n<p>Key-Container\u30e2\u30c7\u30eb\u3067\u306f\u3001\u5404\u30c7\u30d0\u30a4\u30b9\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30bb\u30f3\u30b5\u30fc\u3001\u30a2\u30ab\u30a6\u30f3\u30c8\u3001\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u72ec\u81ea\u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u53d6\u5f97\u3057\u3001\u901a\u5e38\u3001\u5404\u30bf\u30a4\u30d7\u306e\u30c7\u30d0\u30a4\u30b9\u306b\u540c\u3058\u30b9\u30ad\u30fc\u30de\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u4e00\u610f\u306eID\u306f\u30b3\u30f3\u30c6\u30ca\u30ad\u30fc\u306e\u4e00\u90e8\u3067\u3042\u308a\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u591a\u304f\u306e\u30b3\u30f3\u30c6\u30ca\u30ad\u30fc\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u500b\u3005\u306e\u30b3\u30f3\u30c6\u30ca\u306e\u30a2\u30c9\u30db\u30c3\u30af\u30af\u30a8\u30ea\u3078\u306e\u66f8\u304d\u8fbc\u307f\u306f\u3001\u305d\u306e\u30b3\u30f3\u30c6\u30ca\u3060\u3051\u3092\u30ed\u30c3\u30af\u3059\u308c\u3070\u3088\u3044\u305f\u3081\u975e\u5e38\u306b\u9ad8\u901f\u3067\u3059\u3002\u591a\u6570\u306e\u30b3\u30f3\u30c6\u30ca\u306b\u5bfe\u3059\u308b\u7dcf\u30af\u30a8\u30ea\u6642\u9593\u306f\u3001\u5927\u62b5\u306f\u3001Key-Column\u307e\u305f\u306f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3088\u308a\u3082\u901f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u3067\u3001\u6c34\u9053\u4f1a\u793e\u306e\u30bb\u30f3\u30b5\u30fc\u8a18\u9332\u304a\u3088\u3073\u8acb\u6c42\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-medium wp-image-26197\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2019\/09\/er_diagram-1-300x160.png\" alt=\"\" width=\"300\" height=\"160\" srcset=\"\/wp-content\/uploads\/2019\/09\/er_diagram-1-300x160.png 300w, \/wp-content\/uploads\/2019\/09\/er_diagram-1.png 347w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u4e0a\u8a18\u306eER\u56f3\u306f\u3001Java\u3067\u306f\u6b21\u306e\u30af\u30e9\u30b9\u3067\u8868\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre>static class AccountRecord {\n    @RowKey String accountId;\n    String billingName;\n    String billingAddress;\n    String billingEmail;\n    String[] sensorIds;\n}<\/pre>\n<pre>static class SensorReading {\n     @RowKey Date timestamp;\n     double liters;\n     double psi;\n}<\/pre>\n<p>\u4ee5\u4e0b\u306e\u56f3\u306f\u3001GridDB\u304c\u30c7\u30fc\u30bf\u3092\u7570\u306a\u308b\u30b3\u30f3\u30c6\u30ca\u306b\u914d\u7f6e\u3059\u308b\u65b9\u6cd5\u3068\u3001\u540c\u3058\u30c7\u30fc\u30bf\u304c\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3069\u306e\u3088\u3046\u306b\u8868\u3055\u308c\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-26241\" src=\"https:\/\/griddb.net\/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31.png\" alt=\"\" width=\"1852\" height=\"921\" srcset=\"\/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31.png 1852w, \/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31-300x149.png 300w, \/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31-768x382.png 768w, \/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31-1024x509.png 1024w, \/wp-content\/uploads\/2019\/09\/Screenshot-from-2019-10-16-14-30-31-600x298.png 600w\" sizes=\"(max-width: 1852px) 100vw, 1852px\" \/><\/p>\n<p><!-- ACCOUNTS\u30b3\u30f3\u30c6\u30ca\u306b\u306f\u6b21\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002\n\n\n<table width=75% border=1>\n\n\n<tr>\n\n\n<td><b>accountId<\/id>\n\n\n<td><b>billingName<\/b><\/td>\n\n\n\n\n<td><b>billingAddress<\/b><\/td>\n\n\n\n\n<td><b>billingEmail<\/b><\/td>\n\n\n\n\n<td><b>sensorIds<\/b><\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>100001<\/td>\n\n\n\n\n<td>Bill Smith<\/td>\n\n\n\n\n<td>1234 Your Street<\/td>\n\n\n\n\n<td>billsmith@griddb.net\n\n\n<td>abcdef123456,abcdef123457<\/td>\n\n\n<\/tr>\n\n\n<\/table>\n\n\n\u4e00\u65b9\u3001READING_abcdef123456\u306b\u306f\u6b21\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u307e\u3059\u3002\n\n\n<table width=75% border=1>\n\n\n<tr>\n\n\n<td><b>timestamp<b><\/td>\n\n\n\n\n<td><b>liters<\/b><\/td>\n\n\n\n\n<td><b>psi<\/b><\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:00:00<\/td>\n\n\n\n\n<td>1002.9<\/td>\n\n\n\n\n<td>12.2<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:01:00<\/td>\n\n\n\n\n<td>1038.1<\/td>\n\n\n\n\n<td>10.8<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:02:00<\/td>\n\n\n\n\n<td>1092.3<\/td>\n\n\n\n\n<td>16.4<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:03:00<\/td>\n\n\n\n\n<td>1152.2<\/td>\n\n\n\n\n<td>14.6<\/td>\n\n\n<\/tr>\n\n\n<\/table>\n\n\nREADING_abcdef123457\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n\n<table width=75% border=1>\n\n\n<tr>\n\n\n<td><b>timestamp<b><\/td>\n\n\n\n\n<td><b>liters<\/b><\/td>\n\n\n\n\n<td><b>psi<\/b><\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:00:00<\/td>\n\n\n\n\n<td>1002.9<\/td>\n\n\n\n\n<td>17.2<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:01:00<\/td>\n\n\n\n\n<td>1038.1<\/td>\n\n\n\n\n<td>12.2<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:02:00<\/td>\n\n\n\n\n<td>1092.3<\/td>\n\n\n\n\n<td>15.2<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td>Jun 1 2019 12:03:00<\/td>\n\n\n\n\n<td>1152.2<\/td>\n\n\n\n\n<td>13.2<\/td>\n\n\n<\/tr>\n\n\n<\/table>\n\n\n--><\/p>\n<p>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30bb\u30f3\u30b5\u30fc\u304c1\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u8aad\u307f\u8fbc\u307e\u308c\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\uff08\u6ce8\uff1aRDMBS\u3067\u306f\u3088\u308a\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u3001\u3059\u3079\u3066\u306e\u30bb\u30f3\u30b5\u30fc\u30921\u3064\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u633f\u5165\u3059\u308b\u65b9\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\uff09\u3002 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\u8acb\u6c42\u66f8\u3092\u4f5c\u6210\u3059\u308b\u969b\u3001\u8acb\u6c42\u66f8\u4f5c\u6210\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u884c\u3092\u7e70\u308a\u8fd4\u3057\u51e6\u7406\u3057\u3001\u5404READING_ $ 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GridDB\u306b\u306f\u3001\u30e6\u30cb\u30fc\u30af\u306a\u30ad\u30fc\u30b3\u30f3\u30c6\u30ca\u30fc\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u30ad\u30fc\u306f\u5217\u6307\u5411\u30c6\u30fc\u30d6\u30eb\u3067\u3042\u308b\u30b3\u30f3\u30c6\u30ca\u3092\u6307\u3057\u3001\u30b3\u30f3\u30c6\u30ca\u30ad\u30fc\u306f\u591a\u304f\u306e\u5834\u5408\u30b3\u30f3\u30c6\u30ca\u540d [&hellip;]<\/p>\n","protected":false},"author":71,"featured_media":50128,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1005],"tags":[],"class_list":["post-50696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1005"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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