{"id":3732,"date":"2021-03-23T09:57:19","date_gmt":"2021-03-23T00:57:19","guid":{"rendered":"https:\/\/www.agtech.co.jp\/blog\/?p=3732"},"modified":"2021-08-05T10:36:55","modified_gmt":"2021-08-05T01:36:55","slug":"zen_psql_performance","status":"publish","type":"post","link":"https:\/\/www.agtech.co.jp\/blog\/2021\/03\/zen_psql_performance\/","title":{"rendered":"Actian Zen\u3092\u4f7f\u3063\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3001\u305d\u306e\u7d50\u679c\u306f\uff1f"},"content":{"rendered":"<p style=\"text-align:center\"><img loading=\"lazy\" src=\"https:\/\/www.agtech.co.jp\/blog\/wp-content\/uploads\/2021\/03\/4262405_s.jpg\" alt=\"\" width=\"500\" height=\"333\" class=\"alignnone size-full wp-image-3733\" srcset=\"https:\/\/www.agtech.co.jp\/blog\/wp-content\/uploads\/2021\/03\/4262405_s.jpg 640w, https:\/\/www.agtech.co.jp\/blog\/wp-content\/uploads\/2021\/03\/4262405_s-300x200.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\r\n\r\n\r\n<p>Actian Zen \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306b\u3064\u3044\u3066\u304a\u554f\u5408\u305b\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u9ad8\u901f\u5316\u306e\u5b9f\u73fe\u304c\u53ef\u80fd\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\r\n\r\n\r\n<p><strong>\u3010\u524d\u63d0\u6761\u4ef6\u3011<\/strong><\/p>\r\n<p>\uff0a \u691c\u8a3c\u306f Zen \u30a8\u30f3\u30b8\u30f3\u30b5\u30fc\u30d3\u30b9\u8d77\u52d5\u76f4\u5f8c\u306b\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\r\n<p>\uff0a \u30ec\u30b3\u30fc\u30c9\u9577 808 \u30d0\u30a4\u30c8\u3067\u5168\u3066\u30d0\u30a4\u30ca\u30ea\u30c7\u30fc\u30bf\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p><strong>\u3010\u6bd4\u8f03\u9805\u76ee\u3011<\/strong><\/p>\r\n<p>\uff0a \u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u306e\u9055\u3044<\/p>\r\n<p>\uff0a \u5727\u7e2e(\u30da\u30fc\u30b8\u5727\u7e2e)\u306e\u6709\u7121<\/p>\r\n<p>\uff0a \u6697\u53f7\u5316\u306e\u6709\u7121<\/p>\r\n<p>\uff0a \u62e1\u5f35\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4f7f\u7528\u6709\u7121<\/p>\r\n\r\n\r\n<p><strong>\u3010\u6ce8\u610f\u70b9\u3011<\/strong><\/p>\r\n<p>\uff0a SSD \u74b0\u5883\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u72b6\u6cc1\u306b\u3088\u3063\u3066\u306f\u3001\u7570\u306a\u308b\u7d50\u679c\u3068\u306a\u308b\u3053\u3068\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\r\n<p>\uff0a \u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u74b0\u5883\u3067\u884c\u3063\u3066\u304a\u308a\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30fb\u30b5\u30fc\u30d0\u30fc\u3067\u306f\u7570\u306a\u308b\u7d50\u679c\u3068\u306a\u308b\u3053\u3068\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<h2>\u25c6\u5358\u72ec\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5834\u5408<\/h2>\r\n\r\n<p>1000 \u4e07\u4ef6\u30c7\u30fc\u30bf\u767b\u9332\u3092\u884c\u3046\u30b1\u30fc\u30b9\u3067\u306f\u3001\u7279\u306b\u5927\u304d\u306a\u5dee\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u82e5\u5e72\u901f\u304f\u3001\u6697\u53f7\u5316\u3092\u884c\u3046\u3068 1 \u5272\u7a0b\u5ea6\u9045\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u8aad\u307f\u8fbc\u307f\u3067\u306f\u3001\u5727\u7e2e\u6709\u7121\u306b\u3088\u308b\u9055\u3044\u306f\u6b86\u3069\u7121\u304f\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u3001\u6700\u5927\u3067 3 \u5272\u7a0b\u901f\u304f\u306a\u308a\u307e\u3059\u3002\u62e1\u5f35\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3067 300 \u30ec\u30b3\u30fc\u30c9\u6bce\u306b\u4e00\u62ec\u8aad\u307f\u8fbc\u307f\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u30013\u500d\u4ee5\u4e0a\u901f\u304f\u306a\u308a\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3057\u3001\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u3067\u66f4\u306b\u901f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u66f4\u65b0\u3067\u306f\u3001\u30da\u30fc\u30b8\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u3067 1 \u5272\u7a0b\u5ea6\u901f\u304f\u306a\u308a\u307e\u3059\u3002\u6697\u53f7\u5316\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u82e5\u5e72\u9045\u304f\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u524a\u9664\u306f\u53e4\u3044\u30c7\u30fc\u30bf\u304b\u3089 100 \u4e07\u4ef6\u306e\u524a\u9664\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n<p>\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u30011 ~ 2 \u5272\u901f\u304f\u306a\u308a\u307e\u3059\u3002\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u3067\u66f4\u306b 1 \u5272\u7a0b\u5ea6\u901f\u304f\u306a\u308a\u307e\u3059\u3002\u6697\u53f7\u5316\u3092\u884c\u3046\u3068\u30012 \u5272\u7a0b\u5ea6\u9045\u304f\u306a\u308a\u307e\u3059\u3002\u62e1\u5f35\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3067 2\u4e07 5000 \u4ef6\u6bce\u306b\u4e00\u62ec\u524a\u9664\u3092\u884c\u3063\u305f\u5834\u5408\u306f\u3001\u500d\u4ee5\u4e0a\u901f\u304f\u306a\u308a\u3001\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u3067\u66f4\u306b\u901f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<table width=\"100%\">\r\n\t<tr style=\"background-color:#ffa500\">\r\n\t\t<td width=\"12%\"><strong>\u30da\u30fc\u30b8\u30b5\u30a4\u30ba<\/strong><\/td>\r\n\t\t<td width=\"10%\"><strong>\u5727\u7e2e<\/strong><\/td>\r\n\t\t<td width=\"12%\"><strong>\u6697\u53f7\u5316<\/strong><\/td>\r\n\t\t<td width=\"10%\"><strong>1000 \u4e07\u4ef6<br>Insert<\/strong><\/td>\r\n\t\t<td width=\"12%\"><strong>10 \u4e07\u4ef6<br>Read<\/strong><\/td>\r\n\t\t<td width=\"12%\"><strong>10 \u4e07\u4ef6<br>\u4e00\u62ec Read<\/strong><\/td>\r\n\t\t<td width=\"10%\"><strong>1 \u4e07\u4ef6<br>Update<\/strong><\/td>\r\n\t\t<td width=\"10%\"><strong>100 \u4e07\u4ef6<br>Delete<\/strong><\/td>\r\n\t\t<td width=\"10%\"><strong>100 \u4e07\u4ef6<br>\u4e00\u62ec Delete<\/strong><\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>4K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">19:39.850<\/td>\r\n\t\t<td style=\"text-align:right\">13.559<\/td>\r\n\t\t<td style=\"text-align:right\">4.738<\/td>\r\n\t\t<td style=\"text-align:right\">34.199<\/td>\r\n\t\t<td style=\"text-align:right\">4:11.291<\/td>\r\n\t\t<td style=\"text-align:right\">2:24.384<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>8K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">19:10.291<\/td>\r\n\t\t<td style=\"text-align:right\">10.656<\/td>\r\n\t\t<td style=\"text-align:right\">2.281<\/td>\r\n\t\t<td style=\"text-align:right\">19.230<\/td>\r\n\t\t<td style=\"text-align:right\">3:41.092<\/td>\r\n\t\t<td style=\"text-align:right\">1:26.775<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">18:56:617<\/td>\r\n\t\t<td style=\"text-align:right\">9.500<\/td>\r\n\t\t<td style=\"text-align:right\">1.172<\/td>\r\n\t\t<td style=\"text-align:right\">15.661<\/td>\r\n\t\t<td style=\"text-align:right\">2:29.507<\/td>\r\n\t\t<td style=\"text-align:right\">46.722<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">19:04.227<\/td>\r\n\t\t<td style=\"text-align:right\">9.328<\/td>\r\n\t\t<td style=\"text-align:right\">0.674<\/td>\r\n\t\t<td style=\"text-align:right\">14.471<\/td>\r\n\t\t<td style=\"text-align:right\">2:14.066<\/td>\r\n\t\t<td style=\"text-align:right\">28.897<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td style=\"text-align:right\">20:30.051<\/td>\r\n\t\t<td style=\"text-align:right\">10.516<\/td>\r\n\t\t<td style=\"text-align:right\">1.846<\/td>\r\n\t\t<td style=\"text-align:right\">17.434<\/td>\r\n\t\t<td style=\"text-align:right\">2:44.213<\/td>\r\n\t\t<td style=\"text-align:right\">1:04.794<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td style=\"text-align:right\">19:52.176<\/td>\r\n\t\t<td style=\"text-align:right\">9.422<\/td>\r\n\t\t<td style=\"text-align:right\">1.000<\/td>\r\n\t\t<td style=\"text-align:right\">14.903<\/td>\r\n\t\t<td style=\"text-align:right\">2:20.428<\/td>\r\n\t\t<td style=\"text-align:right\">35.341<\/td>\r\n\t<\/tr>\r\n<\/table>\r\n\r\n\r\n\r\n<h2>\u25c6\u8907\u6570\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u30d5\u30a1\u30a4\u30eb\u306b\u540c\u6642\u30a2\u30af\u30bb\u30b9\u3057\u305f\u5834\u5408<\/h2>\r\n\r\n<p>\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u6e2c\u5b9a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092 14 \u500b\u8d77\u52d5\u3057\u3001\u305d\u308c\u305e\u308c\u5225\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u307b\u307c\u540c\u6642\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u540c\u6642\u306b 100 \u4e07\u4ef6\u306e\u30c7\u30fc\u30bf\u8ffd\u52a0\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u3082\u6b86\u3069\u5dee\u7570\u306f\u307f\u3089\u308c\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u540c\u6642\u306b 100 \u4e07\u4ef6\u306e\u66f4\u65b0\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u306b\u3088\u308a\u82e5\u5e72\u901f\u5ea6\u5dee\u304c\u3042\u308a\u3001\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u3067 40% \u8fd1\u304f\u9ad8\u901f\u3067\u3057\u305f\u3002<\/p>\r\n\r\n<p>\u307e\u305f\u3001\u540c\u6642\u306b 100 \u4e07\u4ef6\u306e\u30c7\u30fc\u30bf\u524a\u9664\uff08\u53e4\u3044\u30ec\u30b3\u30fc\u30c9\u304b\u3089 100 \u4e07\u4ef6\u524a\u9664\uff09\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u306b\u3088\u308a 10% \u7a0b\u5ea6\uff084K -> 8K \u3067 10%\u30018K -> 16K \u3067\u66f4\u306b 10\uff05\uff09\u9ad8\u901f\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u3055\u3089\u306b Extended Delete \u3067 2 \u4e07 5000 \u4ef6\u6bce\u306b\u4e00\u62ec\u524a\u9664\u3092\u884c\u3063\u305f\u5834\u5408\u306b\u306f\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u304c 4K -> 8K \u3067\u306f 30\uff05\uff0846m -> 33m\uff09\u3068\u5927\u5e45\u306b\u901f\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u30028K -> 16K \u3067\u3082\u300130% \u4ee5\u4e0a\uff0833m -> 21m\uff09\u901f\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u4eca\u56de\u306e\u30b1\u30fc\u30b9\u3067\u306f\u3001\u4e00\u62ec\u524a\u9664\u3092\u884c\u3063\u305f\u3068\u3057\u3066\u3082\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044\u5834\u5408\u306f\u30011\u4ef6\u6bce\u306b\u524a\u9664\u3092\u884c\u3046\u3088\u308a\u3082\u9045\u3044\u7d50\u679c\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u4e00\u62ec\u524a\u9664\u3067\u306f\u3001\u6b86\u3069 Zen \u30a8\u30f3\u30b8\u30f3\u5185\u90e8\u3067\u51e6\u7406\u304c\u884c\u308f\u308c\u308b\u305f\u3081\u3001Disk I\/O \u306e\u5f71\u97ff\u304c\u5927\u304d\u304f\u8868\u308c\u3066\u3044\u308b\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<table width=\"100%\">\r\n\t<tr style=\"background-color:#ffa500\">\r\n\t\t<td width=\"10%\"><strong>\u30da\u30fc\u30b8\u30b5\u30a4\u30ba<\/strong><\/td>\r\n\t\t<td width=\"12%\"><strong>\u5727\u7e2e<\/strong><\/td>\r\n\t\t<td width=\"12%\"><strong>\u6697\u53f7\u5316<\/strong><\/td>\r\n\t\t<td width=\"17%\"><strong>100 \u4e07\u4ef6<br>Insert<\/strong><\/td>\r\n\t\t<td width=\"17%\"><strong>100 \u4e07\u4ef6<br>Update<\/strong><\/td>\r\n\t\t<td width=\"17%\"><strong>100 \u4e07\u4ef6<br>Delete<\/strong><\/td>\r\n\t\t<td width=\"17%\"><strong>100 \u4e07\u4ef6<br>\u4e00\u62ec Delete<\/strong><\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>4K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">14:39.780<\/td>\r\n\t\t<td style=\"text-align:right\">21:07.062<\/td>\r\n\t\t<td style=\"text-align:right\">30:53.267<\/td>\r\n\t\t<td style=\"text-align:right\">45:53.198<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>8K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">14:43.952<\/td>\r\n\t\t<td style=\"text-align:right\">20:53.268<\/td>\r\n\t\t<td style=\"text-align:right\">27:34.296<\/td>\r\n\t\t<td style=\"text-align:right\">32:49.780<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">14.46.928<\/td>\r\n\t\t<td style=\"text-align:right\">19:52.287<\/td>\r\n\t\t<td style=\"text-align:right\">23:12.075<\/td>\r\n\t\t<td style=\"text-align:right\">20:58.357<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td style=\"text-align:right\">14.50.872<\/td>\r\n\t\t<td style=\"text-align:right\">15:44.440<\/td>\r\n\t\t<td style=\"text-align:right\">16:51.249<\/td>\r\n\t\t<td style=\"text-align:right\">4:42.954<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td><\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td style=\"text-align:right\">14.49.031<\/td>\r\n\t\t<td style=\"text-align:right\">19:47.910<\/td>\r\n\t\t<td style=\"text-align:right\">19:47.910<\/td>\r\n\t\t<td style=\"text-align:right\">19:27.710<\/td>\r\n\t<\/tr>\r\n\t<tr>\r\n\t\t<td>16K<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td>\u3042\u308a<\/td>\r\n\t\t<td style=\"text-align:right\">14.18.959<\/td>\r\n\t\t<td style=\"text-align:right\">14:56.651<\/td>\r\n\t\t<td style=\"text-align:right\">14:56.651<\/td>\r\n\t\t<td style=\"text-align:right\">4:14.861<\/td>\r\n\t<\/tr>\r\n<\/table>\r\n\r\n\r\n<p>\u306a\u304a\u3001Zen \u306f\u30ec\u30b3\u30fc\u30c9\u5727\u7e2e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u4eca\u56de\u4f7f\u7528\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u3088\u3046\u306b\u30d0\u30a4\u30ca\u30ea\u30fc\u30c7\u30fc\u30bf\u304c\u591a\u3044\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u306a\u3089\u305a\u3001\u53cd\u5bfe\u306b\u9045\u304f\u306a\u308a\u307e\u3059\u3002\u4eca\u56de\u306e\u30c6\u30b9\u30c8\u3067\u306f\u30ec\u30b3\u30fc\u30c9\u5727\u7e2e\u3067\u306f\u306a\u304f\u3001\u30da\u30fc\u30b8\u5727\u7e2e\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u30d2\u30c3\u30c8\u7387\u3084\u7a7a\u304d\u72b6\u6cc1\u306b\u3088\u308a\u3001\u5dee\u7570\u304c\u5c0f\u3055\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<h2>\u25c6\u307e\u3068\u3081<\/h2>\r\n\r\n<p>\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u3092\u5909\u3048\u305f\u308a\u3001\u5727\u7e2e\u3092\u884c\u3063\u305f\u308a\u3059\u308b\u3060\u3051\u3067\u3082\u3001\u4f55\u5272\u304b\u901f\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u540c\u6642\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u591a\u3051\u308c\u3070\u591a\u3044\u307b\u3069\u3001\u66f4\u306b\u901f\u5ea6\u306b\u5dee\u304c\u51fa\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u306e\u5909\u66f4\u3084\u5727\u7e2e\u306e\u6709\u7121\u306f\u3001\u30ea\u30d3\u30eb\u30c9\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u3067\u7c21\u5358\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5c11\u3057\u3067\u3082\u901f\u304f\u3057\u305f\u3044\u3068\u304a\u8003\u3048\u3067\u3057\u305f\u3089\u3001\u307e\u305a\u306f\u30ea\u30d3\u30eb\u30c9\u304b\u3089\u304a\u8a66\u3057\u304f\u3060\u3055\u3044\u3002\u30ea\u30d3\u30eb\u30c9\u3059\u308b\u3053\u3068\u3067\u3001\u7121\u99c4\u306a\u7a7a\u304d\u9818\u57df\u304c\u6e1b\u5c11\u3057\u3001\u66f4\u306a\u308b\u9ad8\u901f\u5316\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002Btrieve \u30d5\u30a1\u30a4\u30eb\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306b\u3082\u6709\u5229\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n<p>\u30c6\u30b9\u30c8\u306b\u4f7f\u7528\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001\u305d\u308c\u307b\u3069\u65ad\u7247\u5316\u7b49\u304c\u767a\u751f\u3057\u3066\u3044\u306a\u304b\u3063\u305f\u3053\u3068\u304b\u3089\u3001\u30ea\u30d3\u30eb\u30c9\uff08\u3042\u308b\u3044\u306f\u30c7\u30d5\u30e9\u30b0\uff09\u306b\u3088\u308b\u901f\u5ea6\u30a2\u30c3\u30d7\u306f\u6b86\u3069\u306a\u3044\u72b6\u614b\u3067\u3057\u305f\u3002\u3057\u304b\u3057\u3001\u9577\u671f\u9593\u904b\u7528\u3092\u884c\u3063\u3066\u3044\u308b\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001\u65ad\u7247\u5316\u3084\u672a\u4f7f\u7528\u9818\u57df\u306e\u5897\u52a0\u304c\u767a\u751f\u3057\u307e\u3059\u306e\u3067\u3001\u30ea\u30d3\u30eb\u30c9\u306b\u3088\u308a\u901f\u5ea6\u304c\u901f\u304f\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\r\n\r\n\r\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5909\u66f4\u304c\u5fc5\u8981\u306b\u306f\u306a\u308a\u307e\u3059\u304c\u3001\u62e1\u5f35\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u307e\u3068\u3081\u3066\u51e6\u7406\u3092\u884c\u3046\u5834\u5408\u3001Zen \u30a8\u30f3\u30b8\u30f3\u304c\u9023\u7d9a\u7684\u306b\u30c7\u30a3\u30b9\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u983b\u5ea6\u304c\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u30da\u30fc\u30b8\u30b5\u30a4\u30ba\u306e\u5909\u66f4\u3001\u5727\u7e2e\u3084\u30c7\u30d5\u30e9\u30b0\u306e\u5b9f\u884c\u306b\u3088\u308b\u5f71\u97ff\u306f\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\uff0f\u30b5\u30fc\u30d0\u30fc\u74b0\u5883\u3067\u3082\u901a\u4fe1\u56de\u6570\u304c\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u304b\u3089\u3001\u5927\u5e45\u306a\u9ad8\u901f\u5316\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3068\u60f3\u5b9a\u3055\u308c\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"Actian Zen \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306b\u3064\u3044\u3066\u304a\u554f\u5408\u305b\u3044\u305f\u3060\u304f\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u9ad8\u901f\u5316\u306e\u5b9f\u73fe\u304c\u53ef\u80fd\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3057\u305f\u3002 \u3010\u524d\u63d0\u6761\u4ef6\u3011 \uff0a \u691c\u8a3c\u306f Zen \u30a8\u30f3\u30b8\u30f3\u30b5\u30fc\u30d3 [&hellip;]","protected":false},"author":1,"featured_media":3733,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"product":[58,78],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3732"}],"collection":[{"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/comments?post=3732"}],"version-history":[{"count":6,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3732\/revisions"}],"predecessor-version":[{"id":7638,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/posts\/3732\/revisions\/7638"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/media\/3733"}],"wp:attachment":[{"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/media?parent=3732"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/categories?post=3732"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/tags?post=3732"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.agtech.co.jp\/blog\/wp-json\/wp\/v2\/product?post=3732"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}