{"id":50592,"date":"2023-05-07T04:35:55","date_gmt":"2023-05-09T18:58:39","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%95%b4%e7%90%86%e4%b8%80%e4%b8%8b%e5%9c%a8microsoft-certified-azure-data-fundamentalsdp-900%e4%b8%ad%e6%89%80%e8%a6%81%e6%b1%82%e7%9a%84%e7%9f%a5%e8%ad%98%e3%80%82\/"},"modified":"2024-04-30T03:00:30","modified_gmt":"2024-04-29T19:00:30","slug":"%e6%95%b4%e7%90%86%e4%b8%80%e4%b8%8b%e5%9c%a8microsoft-certified-azure-data-fundamentalsdp-900%e4%b8%ad%e6%89%80%e8%a6%81%e6%b1%82%e7%9a%84%e7%9f%a5%e8%ad%98%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%95%b4%e7%90%86%e4%b8%80%e4%b8%8b%e5%9c%a8microsoft-certified-azure-data-fundamentalsdp-900%e4%b8%ad%e6%89%80%e8%a6%81%e6%b1%82%e7%9a%84%e7%9f%a5%e8%ad%98%e3%80%82\/","title":{"rendered":"\u6574\u7406\u4e00\u4e0b\u5728Microsoft Certified: Azure Data Fundamentals(DP-900)\u4e2d\u6240\u8981\u6c42\u7684\u77e5\u8b58"},"content":{"rendered":"<p>\u6211\u83b7\u5f97\u4e86\u4e0b\u5217\u8d44\u683c\u3002<\/p>\n<p>DP-900 \uff1a\u5fae\u8f6fAzure\u6570\u636e\u57fa\u7840<\/p>\n<p>AI-900\u3001AI-100\u548cAZ-900\u4e4b\u540e\uff0c\u8fd9\u662f\u4eca\u5e74\u7684\u7b2c\u56db\u4e2a\u8ba4\u8bc1\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u6211\u5728\u8d44\u683c\u53d6\u5f97\u8fc7\u7a0b\u4e2d\u6574\u7406\u548c\u5de9\u56fa\u81ea\u5df1\u77e5\u8bc6\u7684\u6210\u679c\u3002\u5e0c\u671b\u5bf9\u5c06\u6765\u8981\u4f7f\u7528Azure\u6216\u6b63\u5728\u4e89\u53d6\u8d44\u683c\u8ba4\u8bc1\u7684\u4eba\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u672c\u6587\u7684\u7ed3\u6784\u9075\u5faa\u300aDP-900\uff1aMicrosoft Azure Data Fundamentals\u8003\u8bd5\u6280\u80fd\u5927\u7eb2\uff082021\/10\/25\u66f4\u65b0\u7248\u672c\uff09\u300b\uff0c\u4f46\u90e8\u5206\u5185\u5bb9\u5df2\u8fdb\u884c\u4e86\u5220\u51cf\u3002\u656c\u8bf7\u8c05\u89e3\u3002<\/p>\n<h1>\u25a01. \u6838\u5fc3\u6570\u636e\u7684\u6982\u5ff5<\/h1>\n<h2>\u7b80\u4ecb<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">1.\u30b3\u30a2\u30c7\u30fc\u30bf\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u7a2e\u985e<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">2.\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8<\/ul>\n<h2>\u25a01.1.\u6838\u5fc3\u6570\u636e\u5de5\u4f5c\u8d1f\u8f7d\u7684\u7c7b\u578b<\/h2>\n<h3>\u6279\u91cf\u6570\u636e\u53ca\u5176\u5904\u7406<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u751f\u30c7\u30fc\u30bf\u3092\u30d0\u30c3\u30d5\u30a1\u30fc\u306b\u683c\u7d0d\u3057\u3066\u30b0\u30eb\u30fc\u30d7\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\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\">\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306f\u3001\u65b0\u3057\u304f\u53d7\u4fe1\u3057\u305f\u30c7\u30fc\u30bf\u8981\u7d20\u306f\u30b0\u30eb\u30fc\u30d7\u306b\u307e\u3068\u3081\u3089\u308c\u3001\u5f8c\u3067\u30b0\u30eb\u30fc\u30d7\u5168\u4f53\u304c\u30d0\u30c3\u30c1\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\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\">\u5229\u70b9<\/ul>\n<\/li>\n<\/ul>\n<p>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u90fd\u5408\u306e\u826f\u3044\u3068\u304d\u306b\u51e6\u7406\u3067\u304d\u308b\u3002<br \/>\n\u30aa\u30d5\u30d4\u30fc\u30af\u6642\u306b\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u304d\u308b\u3002<\/p>\n<p>\u6b20\u70b9<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u304b\u3089\u7d50\u679c\u306e\u53d6\u5f97\u307e\u3067\u306b\u5f85\u6a5f\u6642\u9593\u304c\u767a\u751f\u3059\u308b\u3002<br \/>\n\u30d0\u30c3\u30c1\u3092\u51e6\u7406\u3059\u308b\u524d\u306b\u3001\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u306e\u3059\u3079\u3066\u306e\u5165\u529b\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<br \/>\n\u30d0\u30c3\u30c1\u30b8\u30e7\u30d6\u4e2d\u306b\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3001\u30a8\u30e9\u30fc\u3001\u30d7\u30ed\u30b0\u30e9\u30e0 \u30af\u30e9\u30c3\u30b7\u30e5\u306e\u554f\u984c\u306b\u3088\u308a\u3001\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u304c\u505c\u6b62\u3059\u308b\u3002<\/p>\n<h3>\u6d41\u5a92\u4f53\u6570\u636e\u53ca\u5176\u5904\u7406<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u53d7\u4fe1\u3059\u308b\u305f\u3073\u306b\u51e6\u7406\u3055\u308c\u308b\u3053\u3068\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\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u304c\u51e6\u7406\u3055\u308c\u308b\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\">\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u306f\u7570\u306a\u308a\u3001\u6b21\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u9593\u9694\u307e\u3067\u5f85\u6a5f\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\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\">\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u306f\u3001\u65b0\u3057\u3044\u52d5\u7684\u30c7\u30fc\u30bf\u304c\u7d99\u7d9a\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u307b\u3068\u3093\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u5f79\u7acb\u3064\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5373\u6642\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5fdc\u7b54\u3092\u5fc5\u8981\u3068\u3059\u308b\u30bf\u30a4\u30e0\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u306a\u64cd\u4f5c\u306b\u6700\u9069\u3067\u3042\u308b\u3002<\/ul>\n<h3>\u6279\u91cf\u6570\u636e\u548c\u6d41\u6570\u636e\u7684\u533a\u522b<\/h3>\n<p>\u6279\u5904\u7406\u548c\u6d41\u5904\u7406\u9664\u4e86\u6570\u636e\u5904\u7406\u65b9\u6cd5\u4e4b\u5916\u8fd8\u6709\u5176\u4ed6\u7684\u533a\u522b\u3002<\/p>\n<p>\u6570\u636e\u8303\u56f4<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d0\u30c3\u30c1\u51e6\u7406\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u3067\u306f\u3001\u901a\u5e38\u3001\u53d7\u4fe1\u3057\u305f\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3001\u307e\u305f\u306f\u30ed\u30fc\u30ea\u30f3\u30b0\u671f\u9593\u5185(\u6700\u5f8c\u306e30\u79d2\u306a\u3069)\u306b\u306e\u307f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3002<\/ul>\n<p>\u6570\u636e\u5927\u5c0f<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d0\u30c3\u30c1\u51e6\u7406\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3059\u308b\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306f\u3001\u500b\u3005\u306e\u30ec\u30b3\u30fc\u30c9\u307e\u305f\u306f\u5c11\u6570\u306e\u30ec\u30b3\u30fc\u30c9\u3067\u69cb\u6210\u3055\u308c\u308b &#8220;\u30de\u30a4\u30af\u30ed\u30d0\u30c3\u30c1&#8221; \u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u308b\u3002<\/ul>\n<p>\u8868\u73b0<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d0\u30c3\u30c1\u51e6\u7406\u306e\u5f85\u6a5f\u6642\u9593\u306f\u6570\u6642\u9593\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306f\u76f4\u3061\u306b\u5b9f\u884c\u3055\u308c\u3001\u5f85\u6a5f\u6642\u9593\u306f\u6570\u79d2\u307e\u305f\u306f\u6570\u30df\u30ea\u79d2\u3067\u3042\u308b\u3002<\/ul>\n<p>\u5206\u6790<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8907\u96d1\u306a\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u4f7f\u7528\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b9\u30c8\u30ea\u30fc\u30e0\u51e6\u7406\u306f\u3001\u5358\u7d14\u306a\u5fdc\u7b54\u95a2\u6570\u3001\u96c6\u8a08\u3001\u307e\u305f\u306f\u30ed\u30fc\u30ea\u30f3\u30b0\u5e73\u5747\u306a\u3069\u306e\u8a08\u7b97\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002<\/ul>\n<h3>\u5173\u7cfb\u578b\u6570\u636e\u7684\u7279\u70b9 de<\/h3>\n<p>\u5173\u7cfb\u6570\u636e\u5e93\u7684\u4e3b\u8981\u7279\u70b9<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306f\u3059\u3079\u3066\u8868\u5f62\u5f0f\u3067\u3042\u308b\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\">\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u30e2\u30c7\u30eb\u5316\u3055\u308c\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u5404\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u884c\u3067\u3042\u308a\u3001\u5404\u30d7\u30ed\u30d1\u30c6\u30a3\u306f\u5217\u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u308b\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\">\u540c\u3058\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u3059\u3079\u3066\u306e\u884c\u306b\u306f\u3001\u540c\u3058\u30bb\u30c3\u30c8\u306e\u5217\u304c\u3042\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u3001\u4efb\u610f\u306e\u6570\u306e\u884c\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u4e3b\u30ad\u30fc\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u5404\u884c\u3092\u4e00\u610f\u306b\u8b58\u5225\u3057\u30012\u3064\u306e\u884c\u304c\u540c\u3058\u4e3b\u30ad\u30fc\u3092\u5171\u6709\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\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\">\u5916\u90e8\u30ad\u30fc\u306f\u3001\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u5225\u306e\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u884c\u3092\u53c2\u7167\u3059\u308b\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\">\u5916\u90e8\u30ad\u30fc\u5217\u306e\u5024\u3054\u3068\u306b\u3001\u5225\u306e\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u5bfe\u5fdc\u3059\u308b\u4e3b\u30ad\u30fc\u5217\u306b\u540c\u3058\u5024\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u884c\u304c\u5b58\u5728\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u307b\u3068\u3093\u3069\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u69cb\u9020\u5316\u7167\u4f1a\u8a00\u8a9e (SQL) \u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">SQL\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u884c\u306e\u633f\u5165\u3001\u66f4\u65b0\u3001\u524a\u9664\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u306e\u30af\u30a8\u30ea\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<h2>\u25a01.2. \u6570\u636e\u5206\u6790\u7684\u6838\u5fc3\u6982\u5ff5<\/h2>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/27-0.png\" alt=\"2-data-process.png\" \/><\/div>\n<h3>\u6570\u636e\u7684\u53ef\u89c6\u5316<\/h3>\n<p>\u53ef\u89c6\u5316<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u3068\u306f\u3001\u60c5\u5831\u3068\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u306b\u8868\u3059\u3053\u3068\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30c1\u30e3\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u30de\u30c3\u30d7\u306a\u3069\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u8981\u7d20\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u50be\u5411\u3001\u5916\u308c\u5024\u3001\u304a\u3088\u3073\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u3066\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u5229\u7528\u3057\u3084\u3059\u3044\u65b9\u6cd5\u304c\u63d0\u4f9b\u3055\u308c\u308b\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\">Azure\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u8996\u899a\u5316\u30c4\u30fc\u30eb\u306fPower BI\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Power BI\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8907\u6570\u306e\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306b\u63a5\u7d9a\u3057\u3001\u305d\u308c\u3089\u3092\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306b\u7d50\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<p>\u62a5\u544a<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u7d44\u7e54\u306e\u3055\u307e\u3056\u307e\u306a\u9818\u57df\u306e\u696d\u7e3e\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u3092\u60c5\u5831\u306e\u6982\u8981\u306b\u307e\u3068\u3081\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u767a\u751f\u3057\u305f\u5185\u5bb9\u3092\u793a\u3059\u304c\u3001\u5206\u6790\u3067\u306f\u767a\u751f\u3057\u305f\u539f\u56e0\u3068\u305d\u306e\u5bfe\u51e6\u65b9\u6cd5\u3092\u8aac\u660e\u3059\u308b\u3053\u3068\u306b\u91cd\u70b9\u304c\u7f6e\u304b\u308c\u308b\u3002<\/ul>\n<p>\u5546\u52a1\u667a\u80fd (BI)<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u76ee\u7684\u306f\u3001\u3088\u308a\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3042\u308b\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\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9(BI)\u3068\u3044\u3046\u7528\u8a9e\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u60c5\u5831\u306e\u53ce\u96c6\u3001\u7d71\u5408\u3001\u5206\u6790\u3001\u304a\u3088\u3073\u63d0\u793a\u306e\u305f\u3081\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u304a\u3088\u3073\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u6307\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\">\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u4e8b\u696d\u904b\u55b6\u306e\u5c65\u6b74\u3001\u73fe\u5728\u3001\u304a\u3088\u3073\u4e88\u6e2c\u30d3\u30e5\u30fc\u304c\u63d0\u4f9b\u3055\u308c\u308b\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\">\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u53ce\u96c6\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u4f7f\u7528\u3055\u308c\u308b\u304c\u3001\u30e9\u30a4\u30d6\u904b\u7528\u30c7\u30fc\u30bf\u3067\u4f5c\u696d\u3059\u308b\u3053\u3068\u3082\u3042\u308b\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\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u8981\u7d20\u3067\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u5bfe\u8a71\u578b\u306e &#8220;\u8a73\u7d30\u306a&#8221; \u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u5206\u6790\u3001\u8996\u899a\u5316\u3001\u304a\u3088\u3073\u7d71\u8a08\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\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\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u696d\u7e3e\u7ba1\u7406\u3092\u542b\u3080\u76ee\u7684\u3067\u3001\u8ca9\u58f2\u3001\u751f\u7523\u3001\u8ca1\u52d9\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u30bd\u30fc\u30b9\u3092\u53d6\u308a\u8fbc\u3080\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\">\u591a\u304f\u306e\u5834\u5408\u3001\u6bd4\u8f03\u306e\u305f\u3081\u306b\u540c\u3058\u696d\u754c\u306e\u4ed6\u306e\u4f1a\u793e\u306b\u95a2\u3059\u308b\u60c5\u5831\u304c\u53ce\u96c6\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u540c\u3058\u696d\u754c\u306e\u4ed6\u306e\u4f1a\u793e\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3046\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001&#8221;\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0&#8221; \u3068\u547c\u3070\u308c\u308b\u3002<\/ul>\n<h3>\u57fa\u672c\u56fe\u8868\u7c7b\u578b<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u68d2\u30b0\u30e9\u30d5\uff1a\u6a2a\u68d2\u304a\u3088\u3073\u7e26\u68d2\u30b0\u30e9\u30d5\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3055\u307e\u3056\u307e\u306a\u30ab\u30c6\u30b4\u30ea\u306b\u308f\u305f\u308b\u4e00\u9023\u306e\u5909\u6570\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3067\u304d\u308b\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\">\u6298\u308c\u7dda\u30b0\u30e9\u30d5: \u901a\u5e38\u306f\u7d4c\u6642\u7684\u306a\u4e00\u9023\u306e\u5024\u5168\u4f53\u306e\u5168\u4f53\u7684\u306a\u5f62\u304c\u5f37\u8abf\u3055\u308c\u308b\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\">\u6563\u5e03\u56f3: \u6563\u5e03\u56f3\u306b\u306f\u30012 \u3064\u306e\u6570\u5024\u9593\u306e\u95a2\u4fc2\u304c\u793a\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30de\u30c8\u30ea\u30c3\u30af\u30b9: \u30c7\u30fc\u30bf\u3092\u8981\u7d04\u3059\u308b\u8868\u5f62\u5f0f\u306e\u69cb\u9020\u3067\u3042\u308b<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/37-0.png\" alt=\"3-matrix.png\" \/><\/div>\n<ul class=\"post-ul\">\u30c4\u30ea\u30fc\u30de\u30c3\u30d7: \u30c4\u30ea\u30fc\u30de\u30c3\u30d7\u306f\u8272\u5206\u3051\u3055\u308c\u305f\u56db\u89d2\u5f62\u306e\u30b0\u30e9\u30d5\u3067\u3042\u308a\u3001\u30b5\u30a4\u30ba\u306f\u5404\u9805\u76ee\u306e\u76f8\u5bfe\u5024\u3092\u8868\u3059\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/39-0.png\" alt=\"3-treemap.png\" \/><\/div>\n<h3>\u5206\u6790\u65b9\u6cd5<\/h3>\n<h4>\u5bf9\u6240\u63cf\u8ff0\u7684\u5185\u5bb9\u8fdb\u884c\u5206\u6790<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5c65\u6b74\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u4f55\u304c\u8d77\u304d\u305f\u304b\u3001\u8d77\u304d\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8a18\u8ff0\u7684\u5206\u6790\u624b\u6cd5\u3067\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8981\u7d04\u3057\u3066\u3001\u7d50\u679c\u3092\u5229\u5bb3\u95a2\u4fc2\u8005\u306b\u8aac\u660e\u3059\u308b\u3002<\/ul>\n<h4>\u8bca\u65ad\u7684\u5206\u6790 de<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u7269\u4e8b\u304c\u306a\u305c\u767a\u751f\u3057\u305f\u304b\u3001\u3057\u3066\u3044\u308b\u306e\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u5f79\u7acb\u3064\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\">\u8a3a\u65ad\u7684\u5206\u6790\u624b\u6cd5\u306f\u3001\u3088\u308a\u57fa\u672c\u7684\u306a\u8a18\u8ff0\u7684\u5206\u6790\u3092\u88dc\u5b8c\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8a18\u8ff0\u7684\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u7d50\u679c\u3092\u5229\u7528\u3057\u3066\u3001\u3055\u3089\u306b\u6398\u308a\u4e0b\u3052\u3066\u3001\u539f\u56e0\u3092\u7a76\u660e\u3059\u308b\u3002<\/ul>\n<h4>\u9884\u6d4b\u6027\u5206\u6790<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5c06\u6765\u4f55\u304c\u8d77\u3053\u308b\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u5f79\u7acb\u3064\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\">\u4e88\u6e2c\u7684\u5206\u6790\u624b\u6cd5\u3067\u306f\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u50be\u5411\u3092\u7279\u5b9a\u3057\u3001\u518d\u767a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\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\">\u4e88\u6e2c\u7684\u5206\u6790\u30c4\u30fc\u30eb\u306f\u3001\u5c06\u6765\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u3053\u3068\u306b\u3064\u3044\u3066\u8cb4\u91cd\u306a\u5206\u6790\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6280\u6cd5\u3068\u3057\u3066\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7d71\u8a08\u7684\u6280\u6cd5\u3084\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30c7\u30b7\u30b8\u30e7\u30f3\u30c4\u30ea\u30fc\u3001\u56de\u5e30\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u6280\u6cd5\u304c\u3042\u308b\u3002<\/ul>\n<h4>\u5904\u65b9\u7684\u5206\u6790<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u76ee\u6a19\u307e\u305f\u306f\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306b\u3069\u3093\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3068\u3044\u3046\u8cea\u554f\u306b\u7b54\u3048\u308b\u306e\u306b\u5f79\u7acb\u3064\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\">\u4e88\u6e2c\u7684\u5206\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u5206\u6790\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u51e6\u65b9\u7684\u5206\u6790\u624b\u6cd5\u3067\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u6226\u7565\u3092\u5229\u7528\u3057\u3066\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5185\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u51fa\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u904e\u53bb\u306e\u610f\u601d\u6c7a\u5b9a\u3084\u30a4\u30d9\u30f3\u30c8\u3092\u5206\u6790\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u7d50\u679c\u306e\u53ef\u80fd\u6027\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<h4>\u8a8d\u77e5\u5206\u6790<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u72b6\u6cc1\u304c\u5909\u5316\u3057\u305f\u5834\u5408\u306b\u4f55\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3068\u3001\u305d\u306e\u3088\u3046\u306a\u72b6\u6cc1\u306b\u3069\u3046\u3059\u308c\u3070\u5bfe\u51e6\u3067\u304d\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u8a8d\u77e5\u7684\u5206\u6790\u3067\u306f\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u3084\u30d1\u30bf\u30fc\u30f3\u304b\u3089\u63a8\u8ad6\u3092\u5f15\u304d\u51fa\u3057\u3001\u65e2\u5b58\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306b\u57fa\u3065\u3044\u3066\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3057\u305f\u5f8c\u3001\u5c06\u6765\u306e\u63a8\u8ad6 (\u81ea\u5df1\u5b66\u7fd2\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u30eb\u30fc\u30d7) \u306e\u305f\u3081\u306b\u3001\u3053\u308c\u3089\u306e\u7d50\u679c\u3092\u30ca\u30ec\u30c3\u30b8 \u30d9\u30fc\u30b9\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3092\u8a66\u307f\u308b\u3002<\/ul>\n<h3>\u6570\u636e\u63d0\u53d6\u3001\u8f6c\u6362\u3001\u52a0\u8f7d\uff08ETL\uff09\u548c\u6570\u636e\u52a0\u8f7d\u3001\u8f6c\u6362\u3001\u63d0\u53d6\uff08ELT\uff09\u5904\u7406<\/h3>\n<h4>ETL\uff08\u62bd\u53d6\u3001\u8f6c\u6362\u3001\u52a0\u8f7d\uff09<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30eb\u30fc\u30eb\u306b\u5f93\u3063\u3066\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3057\u3066\u3001\u5b9b\u5148\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u306b\u8aad\u307f\u8fbc\u3080\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\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\">\u751f\u30c7\u30fc\u30bf\u306f\u4fdd\u5b58\u3055\u308c\u308b\u524d\u306b\u53d6\u5f97\u304a\u3088\u3073\u5909\u63db\u3055\u308c\u308b\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\">\u62bd\u51fa\u3001\u5909\u63db\u3001\u8aad\u307f\u8fbc\u307f\u306e\u5404\u624b\u9806\u306f\u3001\u64cd\u4f5c\u306e\u7d99\u7d9a\u7684\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u3057\u3066\u5b9f\u884c\u3067\u304d\u308b\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\">\u9805\u76ee\u9593\u306e\u4f9d\u5b58\u95a2\u4fc2\u304c\u307b\u3068\u3093\u3069\u306a\u3044\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30e2\u30c7\u30eb\u306e\u307f\u3092\u5fc5\u8981\u3068\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u306b\u9069\u3057\u3066\u3044\u308b\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\">\u4f7f\u7528\u4f8b<\/ul>\n<\/li>\n<\/ul>\n<p>\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30bf\u30b9\u30af<br \/>\n\u30c7\u30fc\u30bf\u306e\u91cd\u8907\u9664\u53bb<br \/>\n\u500b\u3005\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u5185\u5bb9\u306e\u518d\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/p>\n<p>ETL \u306e\u3088\u308a\u30b9\u30c8\u30ea\u30fc\u30e0\u6307\u5411\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306b\u3088\u308a\u91cd\u70b9\u304c\u7f6e\u304b\u308c\u308b\u3002<br \/>\nETL\u30d7\u30ed\u30bb\u30b9\u306e\u8aad\u307f\u8fbc\u307f\u6642\u9593\u306f\u975e\u5e38\u306b\u9577\u3044<br \/>\n\u591a\u304f\u306e\u5834\u5408\u3001\u6642\u9593\u3092\u7bc0\u7d04\u3059\u308b\u305f\u3081\u306b3\u3064\u306eETL\u30d5\u30a7\u30fc\u30ba\u304c\u4e26\u5217\u306b\u5b9f\u884c\u3055\u308c\u308b\u3002<br \/>\nETL\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30ed\u30fc\u30c9\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3059\u308b\u30bf\u30fc\u30b2\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u5fc5\u8981\u306a\u3044\u3002(\u5909\u63db\u306fETL\u30b7\u30b9\u30c6\u30e0\u3067\u884c\u308f\u308c\u308b)<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/54-0.png\" alt=\"2-extract-transform-load.png\" \/><\/div>\n<h4>ELT\uff08\u62bd\u53d6\u3001\u52a0\u8f7d\u3001\u8f6c\u6362\uff09<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u304c\u5909\u63db\u3055\u308c\u308b\u524d\u306b\u683c\u7d0d\u3055\u308c\u308b\u3068\u3044\u3046\u70b9\u3067ETL\u3068\u306f\u7570\u306a\u308b\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\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u8907\u6570\u306e\u9805\u76ee\u306b\u4f9d\u5b58\u3059\u308b\u8907\u96d1\u306a\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306b\u3088\u308a\u9069\u3057\u3066\u3044\u308b\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\">\u591a\u304f\u306e\u5834\u5408\u3001\u5b9a\u671f\u7684\u306a\u30d0\u30c3\u30c1\u51e6\u7406\u304c\u4f7f\u7528\u3055\u308c\u308b\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\">\u4f7f\u7528\u53ef\u80fd\u306a\u5e83\u7bc4\u306a\u51e6\u7406\u80fd\u529b\u3092\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30af\u30e9\u30a6\u30c9\u306b\u9069\u3057\u305f\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">ELT\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u30ed\u30fc\u30c9\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092\u5909\u63db\u3059\u308b\u30bf\u30fc\u30b2\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/57-0.png\" alt=\"2-extract-load-transform.png\" \/><\/div>\n<h3>\u6570\u636e\u5904\u7406\u7684\u6982\u5ff5<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u51e6\u7406\u30b9\u30c6\u30fc\u30b8\u306f\u3001\u30c7\u30fc\u30bf\u304c\u53d6\u308a\u8fbc\u307e\u308c\u3001\u53ce\u96c6\u3055\u308c\u305f\u5f8c\u306b\u767a\u751f\u3059\u308b\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\">\u30c7\u30fc\u30bf\u51e6\u7406\u3067\u306f\u3001\u672a\u52a0\u5de5\u306e\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308a\u3001\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u3001\u3088\u308a\u610f\u5473\u306e\u3042\u308b\u5f62\u5f0f(\u30c6\u30fc\u30d6\u30eb\u3001\u30b0\u30e9\u30d5\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069)\u306b\u5909\u63db\u3059\u308b\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\">\u3053\u308c\u3092\u4f7f\u7528\u3057\u3066\u3001\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3001\u8996\u899a\u5316\u3057\u3066\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u3088\u3063\u3066\u89e3\u91c8\u3055\u308c\u3001\u7d44\u7e54\u5168\u4f53\u306e\u5f93\u696d\u54e1\u304c\u4f7f\u7528\u3059\u308b\u5fc5\u8981\u306a\u5f62\u5f0f\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u76ee\u7684\u306f\u3001\u751f\u30c7\u30fc\u30bf\u30921\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u30d3\u30b8\u30cd\u30b9\u30e2\u30c7\u30eb\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/60-0.png\" alt=\"2-process-stage.png\" \/><\/div>\n<h1>\u25a02. \u5982\u4f55\u5728Azure\u5e73\u53f0\u4e0a\u64cd\u4f5c\u5173\u7cfb\u578b\u6570\u636e<\/h1>\n<h2>\u6982\u8ff0<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">1.\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/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\">2.\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30ebAzure\u30c7\u30fc\u30bf\u30b5\u30fc\u30d3\u30b9<\/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\">3.\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u306e\u57fa\u672c\u7684\u306a\u7ba1\u7406\u30bf\u30b9\u30af<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">4.SQL\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u306e\u30af\u30a8\u30ea\u624b\u6cd5<\/ul>\n<h2>\u25a02.1.\u5173\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u7684\u5de5\u4f5c\u8d1f\u8f7d<\/h2>\n<p>\u5de5\u4f5c\u8d1f\u8377<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ec\u30b3\u30fc\u30c9\u304c\u983b\u7e41\u306b\u4f5c\u6210\u304a\u3088\u3073\u66f4\u65b0\u3055\u308c\u308b\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\">1\u3064\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3067\u8907\u6570\u306e\u64cd\u4f5c\u3092\u5b8c\u4e86\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5236\u7d04\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u304c\u5f37\u5236\u7684\u306b\u9069\u7528\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u4f7f\u7528\u3055\u308c\u308b\u3002<\/ul>\n<p>\u6570\u636e\u7c7b\u578b<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306f\u9ad8\u5ea6\u306b\u6b63\u898f\u5316\u3055\u308c\u308b\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\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b9\u30ad\u30fc\u30de\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u5f37\u5236\u7684\u306b\u9069\u7528\u3055\u308c\u308b\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\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306e\u591a\u5bfe\u591a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\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\">\u5236\u7d04\u306f\u30b9\u30ad\u30fc\u30de\u3067\u5b9a\u7fa9\u3055\u308c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u4efb\u610f\u306e\u30c7\u30fc\u30bf\u306b\u9069\u7528\u3055\u308c\u308b\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\">\u30c7\u30fc\u30bf\u306b\u306f\u3001\u9ad8\u5ea6\u306a\u6574\u5408\u6027\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304a\u3088\u3073\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u3001\u6b63\u78ba\u306b\u7dad\u6301\u3055\u308c\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306b\u306f\u3001\u5f37\u56fa\u306a\u4e00\u8cab\u6027\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/p>\n<p>\u5168\u30c7\u30fc\u30bf\u304c\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u304a\u3088\u3073\u30d7\u30ed\u30bb\u30b9\u3068100%\u6574\u5408\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u305f\u65b9\u6cd5\u3067\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u51e6\u7406\u3055\u308c\u308b\u3002<\/p>\n<p>\u500b\u3005\u306e\u30c7\u30fc\u30bf 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\/>\n\u82e5\u9009\u62e9\u81ea\u5efa\u7684\u65b9\u5f0f\u6765\u6258\u7ba1\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u5219\u4f01\u4e1a\u4e0d\u4ec5\u9700\u8981\u8d2d\u4e70\u6570\u636e\u5e93\u8f6f\u4ef6\uff0c\u8fd8\u9700\u8981\u7ef4\u62a4\u8fd0\u884c\u6570\u636e\u5e93\u6240\u9700\u7684\u786c\u4ef6\u8bbe\u5907\u3002<\/p>\n<p>\u8be5\u7ec4\u7ec7\u8d1f\u8d23\u6267\u884c\u65e5\u5e38\u7684\u5404\u79cd\u7ba1\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u786c\u4ef6\u548c\u8f6f\u4ef6\u7684\u7ef4\u62a4\u3001\u4fee\u590d\u7a0b\u5e8f\u7684\u5e94\u7528\u3001\u6570\u636e\u5e93\u7684\u5907\u4efd\u548c\u5728\u5fc5\u8981\u65f6\u8fdb\u884c\u6062\u590d\uff0c\u4ee5\u53ca\u7ef4\u6301\u5e73\u53f0\u7684\u8fd0\u8425\u3002<\/p>\n<p>\u5982\u679c\u9700\u8981\u8fdb\u884c\u7cfb\u7edf\u6269\u5c55\uff0c\u53ef\u5347\u7ea7\u6216\u589e\u52a0\u670d\u52a1\u5668\u6765\u89e3\u51b3\u53ef\u6269\u5c55\u6027\u95ee\u9898\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u8fd8\u9700\u8981\u5728\u8fd9\u4e9b\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u6570\u636e\u5e93\uff0c\u5e76\u4e14\u5728\u8fd0\u884c\u671f\u95f4\u9700\u8981\u5c06\u6570\u636e\u5e93\u4e0b\u7ebf\uff0c\u8fd9\u662f\u4e00\u9879\u975e\u5e38\u8270\u5de8\u7684\u4efb\u52a1\u3002<\/p>\n<p>\u5728\u4e91\u7aef\uff0c\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u6570\u636e\u4e2d\u5fc3\u7684\u5de5\u4f5c\u4eba\u5458\u53ef\u4ee5\u5904\u7406\u8fd9\u4e9b\u64cd\u4f5c\u4e2d\u7684\u8bb8\u591a\uff0c\u800c\u65e0\u9700\u53d1\u751f\u505c\u673a\u65f6\u95f4\uff08\u6216\u8005\u6700\u5c0f\u9650\u5ea6\u7684\u505c\u673a\u65f6\u95f4\uff09\u3002<br \/>\n\u7528\u6237\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u6570\u636e\u672c\u8eab\uff0c\u800c\u5c06\u7ba1\u7406\u95ee\u9898\u4ea4\u7ed9\u5176\u4ed6\u4eba\u5904\u7406\uff08\u6700\u7ec8\u5c06\u4ee5Azure\u8d39\u7528\u5f62\u5f0f\u8ba1\u5165\uff09\u3002<\/p>\n<p>\u4e91\u7aef\u6280\u672f\u7684\u65b9\u6cd5\u5229\u7528\u865a\u62df\u6280\u672f\uff0c\u5728\u4f01\u4e1a\u5916\u90e8\u8fdb\u884c\u5e94\u7528\u6258\u7ba1\u3002<br \/>\n\u65e0\u9700\u8d44\u672c\u652f\u51fa\uff0c\u53ef\u4ee5\u5b9a\u671f\u5907\u4efd\u6570\u636e\uff0c\u4f01\u4e1a\u4ec5\u9700\u652f\u4ed8\u4f7f\u7528\u7684\u8d44\u6e90\u8d39\u7528\u3002<\/p>\n<p>\u5728\u4e91\u8ba1\u7b97\u4e2d\uff0c\u7531\u4e8e\u4e00\u5207\u90fd\u662f\u9884\u5148\u914d\u7f6e\u597d\u7684\uff0c\u56e0\u6b64\u51e0\u4e4e\u53ef\u4ee5\u7acb\u5373\u8fdb\u884c\u8d44\u6e90\u8c03\u914d\u3002<br \/>\n\u56e0\u6b64\uff0c\u4e00\u65e6\u4f01\u4e1a\u8ba2\u9605\u4e86\u96c6\u6210\u5230\u81ea\u5df1\u73af\u5883\u4e2d\u7684\u65b0\u8f6f\u4ef6\uff0c\u5c31\u53ef\u4ee5\u7acb\u5373\u5f00\u59cb\u4f7f\u7528\u3002<br \/>\n\u5373\u65f6\u8d44\u6e90\u8c03\u914d\u4e0d\u9700\u8981\u82b1\u8d39\u65f6\u95f4\u8fdb\u884c\u5b89\u88c5\u548c\u914d\u7f6e\uff0c\u7528\u6237\u53ef\u4ee5\u7acb\u5373\u8bbf\u95ee\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<p>\u4e91\u57fa\u7840\u8bbe\u65bd\u670d\u52a1\uff08IaaS\uff09\u8fd8\u662f\u4e91\u5e73\u53f0\u670d\u52a1\uff08PaaS\uff09\uff1f<\/p>\n<p>\u5982\u679c\u8981\u5c06\u64cd\u4f5c\u548c\u6570\u636e\u5e93\u8fc1\u79fb\u5230\u4e91\u7aef\uff0c\u901a\u5e38\u6709\u4e24\u4e2a\u9009\u9879\uff1a\u57fa\u7840\u67b6\u6784\u5373\u670d\u52a1\uff08IaaS\uff09\u548c\u5e73\u53f0\u5373\u670d\u52a1\uff08PaaS\uff09\u3002<\/p>\n<p>IaaS\u65b9\u6cd5\u662f\u5728Azure\u865a\u62df\u673a\u4e0a\u5b89\u88c5SQL Server\u7684\u65b9\u5f0f\u3002<\/p>\n<p>IaaS\u65b9\u6cd5\u9002\u7528\u4e8e\u9700\u8981\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u8bbf\u95ee\u7684\u8fc1\u79fb\u548c\u5e94\u7528\u7a0b\u5e8f\u3002SQL\u865a\u62df\u673a\u53ef\u4ee5\u8fdb\u884c&#8221;\u63d0\u5347\u548c\u8f6c\u79fb&#8221;\uff0c\u5373\u53ef\u4ee5\u76f4\u63a5\u5c06\u672c\u5730\u89e3\u51b3\u65b9\u6848\u590d\u5236\u5230\u4e91\u5185\u7684\u865a\u62df\u673a\u3002\u7cfb\u7edf\u5728\u65b0\u4f4d\u7f6e\u4e5f\u80fd\u591f\u6b63\u5e38\u5de5\u4f5c\uff0c\u9664\u4e86\u8003\u8651\u5230\u73af\u5883\u53d8\u5316\u8fdb\u884c\u7684\u5c0f\u89c4\u6a21\u914d\u7f6e\u66f4\u6539\uff08\u5982\u7f51\u7edc\u5730\u5740\u66f4\u6539\uff09\u4e4b\u5916\u3002<\/p>\n<p>\u4e00\u65b9\u9762\uff0cPaaS\u65b9\u6cd5\u662f\u6307\u4f7f\u7528\u8005\u65e0\u9700\u81ea\u5df1\u521b\u5efa\u865a\u62df\u57fa\u7840\u67b6\u6784\u3001\u5b89\u88c5\u548c\u7ba1\u7406\u6570\u636e\u5e93\u8f6f\u4ef6\uff0c\u800c\u662f\u7531PaaS\u89e3\u51b3\u65b9\u6848\u6765\u5b8c\u6210\u8fd9\u4e9b\u4efb\u52a1\u3002<\/p>\n<p>\u6839\u636e\u9884\u8bbe\u7684\u6570\u636e\u5e93\u89c4\u6a21\u3001\u7528\u6237\u6570\u91cf\u548c\u6240\u9700\u6027\u80fd\uff0c\u4e00\u65e6\u6307\u5b9a\u6240\u9700\u8d44\u6e90\uff0cAzure\u5c06\u81ea\u52a8\u521b\u5efa\u6240\u9700\u7684\u865a\u62df\u673a\u3001\u7f51\u7edc\u548c\u5176\u4ed6\u8bbe\u5907\u3002<\/p>\n<p>\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u6839\u636e\u6570\u636e\u91cf\u548c\u6b63\u5728\u8fdb\u884c\u7684\u4efb\u52a1\u91cf\u7684\u53d8\u5316\uff0c\u5feb\u901f\u8fdb\u884c\u6269\u5bb9\u6216\u7f29\u51cf\uff08\u589e\u52a0\u6216\u51cf\u5c11\u8d44\u6e90\u7684\u5927\u5c0f\u548c\u6570\u91cf\uff09\u3002<\/p>\n<p>\u8fd9\u79cd\u7f29\u653e\u662f\u7531Azure\u5904\u7406\u7684\uff0c\u6240\u4ee5\u7528\u6237\u4e0d\u9700\u8981\u624b\u52a8\u6dfb\u52a0\u6216\u5220\u9664\u865a\u62df\u673a\uff0c\u4e5f\u4e0d\u9700\u8981\u4ee5\u5176\u4ed6\u65b9\u5f0f\u8fdb\u884c\u914d\u7f6e\u64cd\u4f5c\u3002<\/p>\n<p>\u5728Azure\u4e2d\u4e3a\u5173\u7cfb\u6570\u636e\u5e93\u51c6\u5907\u7684\u591a\u4e2aPaaS\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure SQL Database<\/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\">Azure Database for PostgreSQL<\/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\">Azure Database for MySQL<\/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\">Azure Database for MariaDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u306a\u3069<\/ul>\n<p>PaaS\u5b58\u5728\u7740\u4e00\u4e9b\u529f\u80fd\u4e0a\u7684\u9650\u5236\uff0c\u4e0d\u80fd\u4f7f\u7528\u6240\u9009\u62e9\u7684\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u7684\u6240\u6709\u529f\u80fd\u3002<\/p>\n<p>\u8fd9\u4e9b\u9650\u5236\u901a\u5e38\u662f\u51fa\u4e8e\u5b89\u5168\u95ee\u9898\u7684\u8003\u8651\u3002\u4f8b\u5982\uff0c\u57fa\u7840\u64cd\u4f5c\u7cfb\u7edf\u548c\u786c\u4ef6\u53ef\u80fd\u4e0d\u4f1a\u66b4\u9732\u7ed9\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<h3>\u5173\u7cfb\u578b\u6570\u636e\u7ed3\u6784<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u30c6\u30fc\u30d6\u30eb\u306e\u30bb\u30c3\u30c8\u3067\u69cb\u6210\u3055\u308c\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u30010\u884c(\u30c6\u30fc\u30d6\u30eb\u304c\u7a7a\u306e\u5834\u5408)\u3001\u307e\u305f\u306f\u305d\u308c\u3088\u308a\u591a\u3044\u6570\u306e\u884c\u304c\u5b58\u5728\u3059\u308b\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\">\u5404\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u56fa\u5b9a\u3055\u308c\u305f\u5217\u306e\u30bb\u30c3\u30c8\u304c\u3042\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u3001\u4e3b\u30ad\u30fc\u3068\u5916\u90e8\u30ad\u30fc\u3092\u4f7f\u7528\u3057\u3066\u5b9a\u7fa9\u3067\u304d\u308b\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\">SQL\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\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\">\u4e00\u822c\u7684\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u306f\u5225\u306b\u3001\u30c7\u30fc\u30bf\u7de8\u6210\u306e\u6700\u9069\u5316\u3084\u30a2\u30af\u30bb\u30b9\u901f\u5ea6\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u3001\u305d\u306e\u4ed6\u306e\u69cb\u9020\u4f53\u304c\u542b\u307e\u308c\u3066\u3044\u308b\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\">\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22\u3057\u3084\u3059\u304f\u306a\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u3001\u66f8\u7c4d\u306e\u6700\u5f8c\u306b\u8a18\u8f09\u3055\u308c\u308b\u7d22\u5f15\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u5834\u5408\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u5217\u3092\u6307\u5b9a\u3059\u308b\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\">\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u5bfe\u5fdc\u3059\u308b\u884c\u3078\u306e\u30dd\u30a4\u30f3\u30bf\u30fc\u3068\u4f75\u305b\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u304c\u4e26\u3079\u66ff\u3048\u3089\u308c\u305f\u9806\u5e8f\u3067\u683c\u7d0d\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">WHERE\u53e5\u3067\u3053\u306e\u5217\u3092\u6307\u5b9a\u3059\u308b\u30af\u30a8\u30ea\u3092\u30e6\u30fc\u30b6\u30fc\u304c\u5b9f\u884c\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u3053\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30c6\u30fc\u30d6\u30eb\u5168\u4f53\u30921\u884c\u3054\u3068\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u5834\u5408\u3088\u308a\u3082\u901f\u304f\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/91-0.png\" alt=\"3-index.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4e00\u90e8\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001&#8221;\u30af\u30e9\u30b9\u30bf\u30fc\u5316\u30a4\u30f3\u30c7\u30c3\u30af\u30b9&#8221; \u3082\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\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\">\u30af\u30e9\u30b9\u30bf\u30fc\u5316\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30ad\u30fc\u306b\u3088\u3063\u3066\u30c6\u30fc\u30d6\u30eb\u3092\u7269\u7406\u7684\u306b\u518d\u7de8\u6210\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d3\u30e5\u30fc\u306f\u3001\u30af\u30a8\u30ea\u306e\u7d50\u679c\u30bb\u30c3\u30c8\u306b\u57fa\u3065\u304f\u4eee\u60f3\u30c6\u30fc\u30d6\u30eb\u3067\u3042\u308b<\/ul>\n<pre class=\"post-pre\"><code>CREATE VIEW P1Orders AS\r\nSELECT CustomerID, OrderID, Quantity\r\nFROM Orders\r\nWHERE ProductID = \"P1\"\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d3\u30e5\u30fc\u306b\u5bfe\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3001\u30c6\u30fc\u30d6\u30eb\u3068\u307b\u307c\u540c\u3058\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d3\u30e5\u30fc\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3092\u7d50\u5408\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/ul>\n<h2>2.2. Azure\u4e91\u6570\u636e\u670d\u52a1\u4e2d\u7684\u5173\u7cfb\u578b\u6570\u636e\u670d\u52a1\u3002<\/h2>\n<h3>\u5e73\u53f0\u5373\u670d\u52a1\uff08PaaS\uff09\u3001\u57fa\u7840\u8bbe\u65bd\u5373\u670d\u52a1\uff08IaaS\uff09\u548c\u8f6f\u4ef6\u5373\u670d\u52a1\uff08SaaS\uff09\u89e3\u51b3\u65b9\u6848<\/h3>\n<p>\u5728\u6df1\u5165\u4e86\u89e3Azure\u6570\u636e\u670d\u52a1\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u5148\u7406\u89e3\u4e00\u4e9b\u5e38\u7528\u672f\u8bed\uff0c\u8fd9\u4e9b\u672f\u8bed\u7528\u4e8e\u89e3\u91ca\u5728Azure\u4e0a\u6258\u7ba1\u6570\u636e\u5e93\u7684\u4e0d\u540c\u65b9\u6cd5\u3002<\/p>\n<h4>\u57fa\u7840\u8bbe\u65bd\u5373\u670d\u52a1<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">&#8220;Infrastructure-as-a-Service(\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3)&#8221; \u306e\u7565\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\">\u4eee\u60f3\u30de\u30b7\u30f3\u306e\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u305d\u308c\u3089\u3092\u63a5\u7d9a\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u4eee\u60f3\u30c7\u30d0\u30a4\u30b9\u3092\u8ffd\u52a0\u3067\u304d\u308b\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\">\u4eee\u60f3\u30de\u30b7\u30f3\u4e0a\u3067DBMS\u306a\u3069\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u69cb\u6210\u3092\u884c\u3046\u8cac\u4efb\u306f\u5229\u7528\u8005\u304c\u8ca0\u3046\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u7d44\u7e54\u5185\u3067\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3068\u591a\u304f\u306e\u70b9\u3067\u4f3c\u3066\u3044\u308b\u304c\u3001\u5229\u7528\u8005\u304c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8cfc\u5165\u3084\u4fdd\u5b88\u306b\u3064\u3044\u3066\u5fc3\u914d\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u3068\u3044\u3046\u70b9\u304c\u7570\u306a\u308b\u3002<\/ul>\n<h4>PaaS\u5373\u5e73\u53f0\u5373\u670d\u52a1<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">&#8220;Platform-as-a-service(\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0)&#8221; \u306e\u7565\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\">\u5229\u7528\u8005\u304c\u4eee\u60f3\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u4f5c\u6210\u3057\u3001\u81ea\u5206\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u7ba1\u7406\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001PaaS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u305d\u308c\u3092\u884c\u3046\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\">\u5fc5\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u3092\u6307\u5b9a\u3059\u308b\u3068\u3001\u5fc5\u8981\u306a\u4eee\u60f3\u30de\u30b7\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30d0\u30a4\u30b9\u304cAzure\u306b\u3088\u3063\u3066\u81ea\u52d5\u7684\u306b\u4f5c\u6210\u3055\u308c\u308b\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\">\u901a\u5e38\u306f\u3001\u30c7\u30fc\u30bf\u306e\u91cf\u3068\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u4f5c\u696d\u306e\u91cf\u306e\u5909\u5316\u306b\u5fdc\u3058\u3066\u3001\u3059\u3070\u3084\u304f\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u307e\u305f\u306f\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3(\u30ea\u30bd\u30fc\u30b9\u306e\u30b5\u30a4\u30ba\u3068\u6570\u306e\u5897\u6e1b)\u304c\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3053\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306fAzure\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u308b\u305f\u3081\u3001\u5229\u7528\u8005\u304c\u4eee\u60f3\u30de\u30b7\u30f3\u3092\u624b\u52d5\u3067\u8ffd\u52a0\u307e\u305f\u306f\u524a\u9664\u3057\u305f\u308a\u3001\u4ed6\u306e\u5f62\u5f0f\u3067\u306e\u69cb\u6210\u3092\u5b9f\u884c\u3057\u305f\u308a\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002<\/ul>\n<h4>\u8f6f\u4ef6\u5373\u670d\u52a1 (SaaS)<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">&#8220;Software-as-a-Service (\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2)&#8221; \u306e\u7565\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\">\u901a\u5e38\u3001SaaS\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5185\u306e\u4eee\u60f3\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e0a\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304a\u3088\u3073\u5b9f\u884c\u3055\u308c\u308b\u7279\u5b9a\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d1\u30c3\u30b1\u30fc\u30b8\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure \u3067\u4f7f\u7528\u3067\u304d\u308b\u4e00\u822c\u7684\u306a SaaS\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u306f\u3001Microsoft 365(\u4ee5\u524d\u306e Office 365)\u306a\u3069\u304c\u3042\u308b\u3002<\/ul>\n<h3>Azure SQL\u5bb6\u65cf\u7684\u4ea7\u54c1<\/h3>\n<h4>\u5728 Azure \u865a\u62df\u673a\u4e0a\u8fd0\u884c\u7684 SQL Server<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5229\u7528\u8005\u306f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u306a\u304f\u3001\u30af\u30e9\u30a6\u30c9\u5185\u3067\u5b8c\u5168\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u306eSQL Server\u3092\u4f7f\u7528\u3067\u304d\u308b\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\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u304b\u3089 Azure\u4eee\u60f3\u30de\u30b7\u30f3\u3078\u306e\u79fb\u884c\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u5225\u306e\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u79fb\u52d5\u3068\u307e\u3063\u305f\u304f\u5909\u308f\u3089\u306a\u3044\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\">\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u79fb\u884c\u3068\u3001PaaS\u30ec\u30d9\u30eb\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u305f\u3060\u3057\u3001SQL Server\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4fdd\u5b88\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6bce\u65e5\u7a3c\u50cd\u3055\u305b\u7d9a\u3051\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u7ba1\u7406\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u8cac\u4efb\u306f\u3001\u5f15\u304d\u7d9a\u304d\u5229\u7528\u8005\u304c\u8ca0\u3046\u5fc5\u8981\u304c\u3042\u308b\u3002<\/ul>\n<h4>\u84dd\u8272SQL\u6570\u636e\u5e93<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure SQL Database\u306f\u3001Microsoft\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308bPaaS\u30aa\u30d5\u30a1\u30ea\u30f3\u30b0\u3067\u3042\u308b\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\">\u30af\u30e9\u30a6\u30c9\u306b\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u30b5\u30fc\u30d0\u30fc\u4e0a\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\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\">Azure SQL Database\u306b\u306f\u8907\u6570\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>Single Database<br \/>\nElastic Pool\uff1a\u65e2\u5b9a\u3067\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u540c\u3058\u30ea\u30bd\u30fc\u30b9(\u30e1\u30e2\u30ea\u3001\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u9818\u57df\u3001\u51e6\u7406\u80fd\u529b\u306a\u3069)\u3092\u30de\u30eb\u30c1\u30c6\u30ca\u30f3\u30c8\u3067\u5171\u6709\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u304cSingle Database\u3068\u7570\u306a\u308b\u3002<\/p>\n<p>Azure SQL Database\u306f\u3001\u4f4e\u30b3\u30b9\u30c8\u3068\u7ba1\u7406\u306e\u6700\u5c0f\u5316\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3002<br \/>\n\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e SQL Server\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u306e\u5b8c\u5168\u306a\u4e92\u63db\u6027\u306f\u306a\u3044\u3002<br \/>\n\u30ea\u30f3\u30af\u30b5\u30fc\u30d0\u30fc\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3002<br \/>\n\u6697\u53f7\u5316\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u3002<\/p>\n<p>\u8ee2\u9001\u4e2d\u306e\u30c7\u30fc\u30bf\uff1a\u30c8\u30e9\u30f3\u30b9\u30dd\u30fc\u30c8\u5c64\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/p>\n<p>\u4fdd\u5b58\u30c7\u30fc\u30bf\uff1aTransparent Data Encryption<\/p>\n<p>\u4f7f\u7528\u4e2d\u306e\u30c7\u30fc\u30bf\uff1aAlways Encrypted<\/p>\n<p>Azure SQL Database\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3067\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u9700\u8981\u306b\u57fa\u3065\u3044\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u30011\u79d2\u3042\u305f\u308a\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u4f7f\u7528\u91cf\u306b\u5bfe\u3057\u3066\u8acb\u6c42\u3055\u308c\u308b\u3002<br \/>\n\u3053\u308c\u306f\u3001Azure SQL Database\u306e\u5358\u4e00\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7528\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ec\u30d9\u30eb\u3067\u3042\u308b\u3002<br \/>\n\u307e\u305f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ec\u30d9\u30eb\u3067\u306f\u3001\u30a2\u30a4\u30c9\u30eb\u671f\u9593\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u81ea\u52d5\u7684\u306b\u4e00\u6642\u505c\u6b62\u3059\u308b\u3002<br \/>\n\u3053\u306e\u3068\u304d\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u307f\u306b\u8ab2\u91d1\u3055\u308c\u3001\u518d\u3073\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u306a\u308b\u3068\u81ea\u52d5\u7684\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u518d\u958b\u3055\u308c\u308b\u3002<\/p>\n<h4>Azure SQL \u6570\u636e\u5e93\u6258\u7ba1\u5b9e\u4f8b<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Single Database\u30aa\u30d7\u30b7\u30e7\u30f3\u3068Elastic Pool\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3001SQL Server\u3067\u4f7f\u7528\u3067\u304d\u308b\u7ba1\u7406\u6a5f\u80fd\u306e\u4e00\u90e8\u304c\u5236\u9650\u3055\u308c\u308b\u304c\u3001Managed Instance\u3067\u306f\u3001\u5b8c\u5168\u306b\u5236\u5fa1\u53ef\u80fd\u306aSQL Server\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u30af\u30e9\u30a6\u30c9\u5185\u3067\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3055\u308c\u308b\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\">\u540c\u3058\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u4e0a\u306b\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\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\">\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3067\u306f Azure Storage\u3001\u30c6\u30ec\u30e1\u30c8\u30ea\u3067\u306f Azure Event Hubs\u3001\u8a8d\u8a3c\u3067\u306f Azure Active Directory\u3001Transparent Data Encryption(TDE)\u3067\u306fAzure Key Vault\u3001\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b5\u30dd\u30fc\u30c8\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3044\u304f\u3064\u304b\u306e Azure \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30b5\u30fc\u30d3\u30b9\u306a\u3069\u3001\u4ed6\u306eAzure\u30b5\u30fc\u30d3\u30b9\u306b\u4f9d\u5b58\u3059\u308b\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\">\u901a\u4fe1\u306f\u3059\u3079\u3066\u6697\u53f7\u5316\u3055\u308c\u3001\u8a3c\u660e\u66f8\u3092\u4f7f\u3063\u3066\u7f72\u540d\u3055\u308c\u308b\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\">SQL Database Managed Instance\u3067\u306f\u30ea\u30f3\u30af\u30b5\u30fc\u30d0\u30fc\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u304c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5fc5\u8981\u306a\u4ed6\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306e\u4e00\u90e8\u304c\u4f7f\u7528\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\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\">\u81ea\u52d5\u30d5\u30a7\u30fc\u30eb\u30aa\u30fc\u30d0\u30fc\u30b0\u30eb\u30fc\u30d7\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b0\u30eb\u30fc\u30d7\u3001\u307e\u305f\u306f\u30de\u30cd\u30fc\u30b8\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5185\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5225\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3078\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30d5\u30a7\u30fc\u30eb\u30aa\u30fc\u30d0\u30fc\u3092\u7ba1\u7406\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d5\u30a7\u30fc\u30eb\u30aa\u30fc\u30d0\u30fc\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306e\u6a5f\u80fd\u505c\u6b62\u306b\u3088\u308a\u3001\u3059\u3079\u3066\u307e\u305f\u306f\u4e00\u90e8\u306e\u30d7\u30e9\u30a4\u30de\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u4f7f\u7528\u3067\u304d\u306a\u304f\u306a\u3063\u305f\u5834\u5408\u306b\u30011\u3064\u306e\u5358\u4f4d\u3068\u3057\u3066\u5225\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u30d5\u30a7\u30fc\u30eb\u30aa\u30fc\u30d0\u30fc\u3067\u304d\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5185\u306e\u3001\u307e\u305f\u306f\u5358\u4e00\u30b5\u30fc\u30d0\u30fc\u306b\u3088\u3063\u3066\u7ba1\u7406\u3055\u308c\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u540d\u524d\u4ed8\u304d\u30b0\u30eb\u30fc\u30d7\u3067\u3042\u308b\u3002<\/ul>\n<h4>SQL \u6570\u636e\u5e93\u6258\u7ba1\u5b9e\u4f8b\u3001\u5355\u4e00\u6570\u636e\u5e93\u3001\u5f39\u6027\u6c60\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/112-0.png\" alt=\"5-azure-sql-database-graphic.png\" \/><\/div>\n<h3>Azure\u63d0\u4f9b\u4e86\u9002\u7528\u4e8ePostgreSQL\u7684\u6570\u636e\u5e93\u3001\u9002\u7528\u4e8eMariaDB\u7684Azure\u6570\u636e\u5e93\u548c\u9002\u7528\u4e8eMySQL\u7684Azure\u6570\u636e\u5e93\u3002<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/114-0.png\" alt=\"6-mysql-mariadb-postgresql.png\" \/><\/div>\n<h2>\u25a0 2.3 \u57fa\u672c\u7684\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u4efb\u52a1<\/h2>\n<h3>\u5173\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u670d\u52a1\u7684\u4f9b\u5e94\u548c\u90e8\u7f72\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u306f\u3001Azure SQL Database\u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u3088\u3063\u3066\u30b5\u30fc\u30d3\u30b9\u3092\u4f5c\u6210\u304a\u3088\u3073\u69cb\u6210\u3059\u308b\u305f\u3081\u306b\u5b9f\u884c\u3055\u308c\u308b\u4e00\u9023\u306e\u30bf\u30b9\u30af\u306e\u3053\u3068\u3067\u3042\u308b\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\">\u30b5\u30fc\u30d3\u30b9 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u3088\u308a\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3055\u307e\u3056\u307e\u306a\u30ea\u30bd\u30fc\u30b9 (\u30c7\u30a3\u30b9\u30af\u3001\u30e1\u30e2\u30ea\u3001CPU\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069) \u304c\u8a2d\u5b9a\u3055\u308c\u308b\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\">\u3053\u308c\u3089\u306e\u30ea\u30bd\u30fc\u30b9\u304c\u30e6\u30fc\u30b6\u30fc\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b5\u30fc\u30d3\u30b9\u3092\u524a\u9664\u3059\u308b\u307e\u3067\u3001\u5272\u308a\u5f53\u3066\u3089\u308c\u305f\u307e\u307e\u306b\u306a\u308b\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\">\u305d\u3057\u3066\u8ab2\u91d1\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u5fc5\u8981\u306a\u30ea\u30bd\u30fc\u30b9\u306e\u30b5\u30a4\u30ba (\u30c7\u30a3\u30b9\u30af\u9818\u57df\u3001\u30e1\u30e2\u30ea\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u5e45\u306e\u91cf) \u3092\u6c7a\u5b9a\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3042\u308b\u3002<\/ul>\n<h3>\u65b9\u6cd5\u7684\u5c55\u5f00<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure\u306b\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b\u3044\u304f\u3064\u304b\u306e\u30c4\u30fc\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Azure portal<br \/>\nAzure \u30b3\u30de\u30f3\u30c9 \u30e9\u30a4\u30f3 \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9 (CLI)<\/p>\n<p>Windows\u3001macOS\u3001Linux \u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u5b9f\u884c\u3067\u304d\u308b\u3002<\/p>\n<p>Azure PowerShell<\/p>\n<p>CLI \u3068\u540c\u69d8\u306b\u3001PowerShell \u3082 Windows\u3001macOS\u3001Linux \u3067\u4f7f\u7528\u3067\u304d\u308b\u3002<\/p>\n<p>Azure Resource Manager \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8<\/p>\n<p>\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b5\u30fc\u30d3\u30b9(1 \u3064\u307e\u305f\u306f\u8907\u6570)\u3092\u3001JSON(JavaScript Object Notation)\u3068\u547c\u3070\u308c\u308b\u5f62\u5f0f\u306e\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u8a18\u8ff0\u3059\u308b\u3002<\/p>\n<h3>\u6570\u636e\u5b89\u5168\u7ec4\u4ef6<\/h3>\n<h3>\u57fa\u672c\u8fde\u63a5\u95ee\u9898\u5305\u62ec\u4ece\u672c\u5730\u8bbf\u95ee\u3001\u4eceAzure VNet\u8bbf\u95ee\u3001\u4ece\u4e92\u8054\u7f51\u8bbf\u95ee\u3001\u8eab\u4efd\u9a8c\u8bc1\u548c\u9632\u706b\u5899\u7b49\u3002<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure \u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf \u30b5\u30fc\u30d3\u30b9\u306b\u5bfe\u3059\u308b\u65e2\u5b9a\u306e\u63a5\u7d9a\u3067\u306f\u3001\u4e16\u754c\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u306f\u7121\u52b9\u306b\u306a\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u63a5\u7d9a\u3092\u6709\u52b9\u306b\u3059\u308b\u306b\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u306e&#8221;\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3068\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af&#8221;\u30da\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/123-0.png\" alt=\"5-sql-database-server-firewall-settings.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u3001Azure Private Link\u3092\u4f7f\u7528\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u306b\u3001\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3067\u5b89\u5168\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3067\u3042\u308b\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\">\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3067\u306f\u3001\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8IP\u30a2\u30c9\u30ec\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u4eee\u60f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u5b9f\u8cea\u7684\u306b\u7d44\u307f\u8fbc\u307e\u308c\u308b\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\">\u30b5\u30fc\u30d3\u30b9\u306e[\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u63a5\u7d9a]\u30da\u30fc\u30b8\u3067\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u8a31\u53ef\u3055\u308c\u308b\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u6307\u5b9a\u3067\u304d\u308b\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\">Azure Active Directory(AD)\u8a8d\u8a3c\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30e6\u30fc\u30b6\u30fc\u3068\u4ed6\u306eMicrosoft\u30b5\u30fc\u30d3\u30b9\u306eID\u3092\u4e00\u5143\u7ba1\u7406\u3067\u304d\u308b\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\">ID\u3092\u4e00\u5143\u7ba1\u7406\u3059\u308b\u3068\u30011\u304b\u6240\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30e6\u30fc\u30b6\u30fc\u3092\u7ba1\u7406\u3067\u304d\u308b\u306e\u3067\u3001\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u306e\u7ba1\u7406\u304c\u5bb9\u6613\u306b\u306a\u308b\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\">\u3053\u308c\u3089\u306eID\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u8a8d\u8a3c\u3084\u627f\u8a8d\u3068\u306f\u5225\u306b\u3001\u591a\u304f\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001Advanced Data Security\u306b\u3088\u3063\u3066\u4fdd\u8b77\u304c\u5f37\u5316\u3055\u308c\u3066\u3044\u308b<\/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\">Advanced Data Security\u3067\u306f\u3001Threat Protection\u3068Assessment\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\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\">Threat Protection\u3067\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u306b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u304c\u8ffd\u52a0\u3055\u308c\u308b\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\">\u3053\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3067\u306f\u3001\u30b5\u30fc\u30d3\u30b9\u304c\u76e3\u8996\u3055\u308c\u3001\u6709\u5bb3\u306a\u53ef\u80fd\u6027\u304c\u3042\u308b\u3001\u307e\u305f\u306f\u30b5\u30fc\u30d3\u30b9\u306b\u3088\u3063\u3066\u7ba1\u7406\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3092\u4fb5\u5bb3\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3001\u7570\u5e38\u306a\u30d1\u30bf\u30fc\u30f3\u304c\u691c\u51fa\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Assessment\u3067\u306f\u3001\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8106\u5f31\u6027\u304c\u7279\u5b9a\u3055\u308c\u3001\u305d\u308c\u3092\u8efd\u6e1b\u3059\u308b\u305f\u3081\u306e\u63aa\u7f6e\u304c\u63a8\u5968\u3055\u308c\u308b\u3002<\/ul>\n<h3>\u67e5\u8be2\u5de5\u5177\uff08\u4f8b\u5982Azure Data Studio\u3001SQL Server Management Studio\u3001sqlcmd\uff09<\/h3>\n<h4>Azure \u6570\u636e\u5de5\u4f5c\u5ba4<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Data Studio\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\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\">\u73fe\u5728\u306f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eSQL Server\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Azure SQL Database\u3001PostgreSQL\u3001Azure SQL Data Warehouse\u3001\u304a\u3088\u3073SQL Server\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30af\u30e9\u30b9\u30bf\u30fc\u306a\u3069\u3078\u306e\u63a5\u7d9a\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\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\">\u3053\u308c\u306f\u62e1\u5f35\u53ef\u80fd\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u63a5\u7d9a\u3057\u3066\u3044\u308b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u958b\u767a\u8005\u304b\u3089\u306e\u62e1\u5f35\u6a5f\u80fd\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u308a\u3001\u591a\u304f\u306e\u7ba1\u7406\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30a6\u30a3\u30b6\u30fc\u30c9\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306fAzure Data Studio\u3067\u5229\u7528\u3067\u304d\u308b\u65b0\u6a5f\u80fd\u3067\u3042\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u3001\u30b3\u30fc\u30c9\u3001\u753b\u50cf\u3001\u30af\u30a8\u30ea\u7d50\u679c\u3092\u542b\u3080\u53ef\u80fd\u6027\u306e\u3042\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u5171\u6709\u3067\u304d\u308b\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\">\u3053\u308c\u3089\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6d1e\u5bdf\u3092\u5171\u6709\u3057\u3001\u7c21\u5358\u306b\u5171\u6709\u3067\u304d\u308bRunbook\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\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\">\u5143\u3005\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u3066\u3044\u305f\u304c\u3001Azure Data Studio\u306f\u3001SQLServer\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3082\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u5b9f\u88c5\u3057\u305f\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\">Azure Data Studio\u306f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Windows\u3001macOS\u3001\u304a\u3088\u3073Linux\u3067\u4f7f\u7528\u53ef\u80fd\u3002<\/ul>\n<h4>SQL Server\u7ba1\u7406\u5de5\u4f5c\u5ba4(SSMS)<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SQL Server Management Studio\u306b\u306f\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\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\">\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u3001\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30b5\u30dd\u30fc\u30c8\u64cd\u4f5c\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u308b\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\">SQL Server Management Studio\u306e\u4fbf\u5229\u306a\u6a5f\u80fd\u3068\u3057\u3066\u3001SQL Server Management Studio\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u307b\u307c\u3059\u3079\u3066\u306e\u6a5f\u80fd\u306b\u5bfe\u3057\u3066 Transact-SQL\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u751f\u6210\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308b\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\">\u3053\u308c\u306b\u3088\u308a\u3001DBA\u306f\u591a\u304f\u306e\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3057\u3066\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Transact-SQL\u306f\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5236\u5fa1\u3001\u4f8b\u5916\u3068\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u884c\u306e\u51e6\u7406\u3001\u5ba3\u8a00\u3055\u308c\u305f\u5909\u6570\u3092\u542b\u3081\u3001\u3044\u304f\u3064\u304b\u306e\u6a5f\u80fd\u3092\u69cb\u9020\u5316\u7167\u4f1a\u8a00\u8a9e(SQL)\u306b\u8ffd\u52a0\u3059\u308b\u3001Microsoft\u306e\u4e00\u9023\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u62e1\u5f35\u6a5f\u80fd\u3067\u3042\u308b\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\">Azure Synapse Analytics\u306b\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Windows\u3067\u306e\u307f\u4f7f\u7528\u53ef\u80fd\u3002<\/ul>\n<h4>sqlcmd (\u6570\u636e\u5e93\u547d\u4ee4\u884c\u5b9e\u7528\u5de5\u5177)<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">sqlcmd\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u306f\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089\u5b9f\u884c\u3059\u308b\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\">Cloud Shell\u3067\u3082\u4f7f\u7528\u3067\u304d\u308b\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\">\u30b5\u30fc\u30d0\u30fc\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u304a\u3088\u3073\u8cc7\u683c\u60c5\u5831\u3092\u8b58\u5225\u3059\u308b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u6307\u5b9a\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">sqlcmd\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Transact-SQL\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3084\u30b7\u30b9\u30c6\u30e0 \u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3001\u30b9\u30af\u30ea\u30d7\u30c8 \u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u7528\u53ef\u80fd\u306a\u3055\u307e\u3056\u307e\u306a\u30e2\u30fc\u30c9\u3067\u5165\u529b\u3067\u304d\u308b\u3002<\/ul>\n<h4>SQL Server \u6570\u636e\u5de5\u5177\uff08SSDT\uff09<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SQL Server Data Tools(SSDT)\u306f\u3001SQL Server\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Azure SQL\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001Analysis Services(AS)\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001Integration Services(IS)\u30d1\u30c3\u30b1\u30fc\u30b8\u3001\u304a\u3088\u3073Reporting Services(RS)\u30ec\u30dd\u30fc\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u6700\u65b0\u306e\u958b\u767a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">SSDT\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u305b\u305a\u306b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u5b9a\u7fa9\u3092\u8ffd\u52a0\u3001\u5909\u66f4\u3001\u307e\u305f\u306f\u524a\u9664\u3059\u308b\u3053\u3068\u3067\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4\u3092\u5b9f\u88c5\u3067\u304d\u308b\u3002<\/ul>\n<h2>\u25a0 \u4f7f\u7528SQL\u8bed\u8a00\u8fdb\u884c\u6570\u636e\u67e5\u8be2\u7684\u65b9\u6cd5<\/h2>\n<h3>\u6570\u636e\u5b9a\u4e49\u8bed\u8a00\uff08DDL\uff09\u548c\u6570\u636e\u64cd\u4f5c\u8bed\u8a00\uff08DML\uff09<\/h3>\n<h4>\u6570\u636e\u64cd\u4f5c\u8bed\u8a00\uff08DML\uff09<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">DML\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u884c\u3092\u64cd\u4f5c\u3059\u308b\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\">4\u3064\u306e\u4e3b\u8981\u306aDML\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>SELECT\uff1a\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u884c\u3092\u9078\u629e\u3059\u308b\/\u8aad\u307f\u53d6\u308b<br \/>\nINSERT\uff1a\u30c6\u30fc\u30d6\u30eb\u306b\u65b0\u3057\u3044\u884c\u3092\u633f\u5165\u3059\u308b<br \/>\nUPDATE\uff1a\u65e2\u5b58\u306e\u884c\u3092\u7de8\u96c6\u3059\u308b\/\u66f4\u65b0\u3059\u308b<br \/>\nDELETE\uff1a\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u65e2\u5b58\u306e\u884c\u3092\u524a\u9664\u3059\u308b<\/p>\n<h4>\u6570\u636e\u5b9a\u4e49\u8bed\u8a00(DDL)<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">DDL\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30c6\u30fc\u30d6\u30eb\u3084\u305d\u306e\u4ed6\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8(\u30c6\u30fc\u30d6\u30eb\u3001\u30b9\u30c8\u30a2\u30c9 \u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u3001\u30d3\u30e5\u30fc\u306a\u3069)\u3092\u4f5c\u6210\u3001\u5909\u66f4\u3001\u304a\u3088\u3073\u524a\u9664\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u6700\u3082\u4e00\u822c\u7684\u306aDDL\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8<\/ul>\n<\/li>\n<\/ul>\n<p>CREATE\uff1a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306b\u30c6\u30fc\u30d6\u30eb\u3084\u30d3\u30e5\u30fc\u306a\u3069\u306e\u65b0\u3057\u3044\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210<br \/>\nALTER\uff1a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u69cb\u9020\u3092\u5909\u66f4<br \/>\nDROP\uff1a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u524a\u9664<br \/>\nRENAME\uff1a\u65e2\u5b58\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u540d\u524d\u3092\u5909\u66f4<\/p>\n<h3>\u5728Azure SQL\u6570\u636e\u5e93\u3001Azure Database for PostgreSQL\u548cAzure Database for MySQL\u4e2d\u67e5\u8be2\u5173\u7cfb\u578b\u6570\u636e\u3002<\/h3>\n<p>\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4efb\u4f55\u4e00\u79cd\u5de5\u5177\u6765\u67e5\u8be2\u5b58\u50a8\u5728Azure SQL Database\u4e2d\u7684\u6570\u636e\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure portal \u306e\u30af\u30a8\u30ea \u30a8\u30c7\u30a3\u30bf\u30fc<\/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\">\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u307e\u305f\u306fAzure Cloud Shell\u304b\u3089\u306esqlcmd\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3<\/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\">SQL Server Management Studio<\/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\">Azure Data Studio<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">SQL Server Data Tools<\/ul>\n<p>Azure\u6570\u636e\u5e93\u7528\u4e8ePostgreSQL<br \/>\n\u53ef\u7528\u5de5\u5177\u793a\u4f8b<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Data Studio<\/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\">pgAdmin<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">psql \u30b3\u30de\u30f3\u30c9 \u30e9\u30a4\u30f3 \u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3<\/ul>\n<p>Azure\u6570\u636e\u5e93\u7528\u4e8eMySQL<br \/>\n\u53ef\u7528\u7684\u5de5\u5177\u793a\u4f8b<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">mysql\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">MySQL Workbench<\/ul>\n<h1>\u25a03. \u5982\u4f55\u5728Azure\u4e2d\u64cd\u4f5c\u975e\u5173\u7cfb\u578b\u6570\u636e<\/h1>\n<h2>\u7b80\u8981\u6982\u8ff0<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">1.\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/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\">2.Azure\u3067\u63d0\u4f9b\u3055\u308c\u308b\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">3.\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u306e\u57fa\u672c\u7684\u306a\u7ba1\u7406\u30bf\u30b9\u30af<\/ul>\n<h2>3.1. \u975e\u5173\u7cfb\u578b\u6570\u636e\u5de5\u4f5c\u8d1f\u8f7d<\/h2>\n<h3>\u975e\u5173\u7cfb\u578b\u6570\u636e\u7684\u7279\u6027<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u91cd\u8981\u306a\u70b9\u306f\u3001\u975e\u5e38\u306b\u67d4\u8edf\u306a\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3067\u304d\u308b\u3053\u3068\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u306b\u30b9\u30ad\u30fc\u30de\u306f\u9069\u7528\u3055\u308c\u305a\u3001\u4ee3\u308f\u308a\u306b\u3001\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316\u3059\u308b\u65b9\u6cd5\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u81ea\u4f53\u306b\u7126\u70b9\u304c\u5f53\u3066\u3089\u308c\u308b\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\">\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u60c5\u5831\u306f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u306a\u304f\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u307e\u305f\u306f\u30b3\u30f3\u30c6\u30ca\u30fc\u306b\u683c\u7d0d\u3055\u308c\u308b\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\">\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c6\u30fc\u30d6\u30eb\u3067\u898b\u3089\u308c\u308b\u901a\u5e38\u306e\u5217\u30bb\u30c3\u30c8\u3067\u306f\u306a\u304f\u3001\u540c\u3058\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e2\u3064\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30bb\u30c3\u30c8\u304c\u3001\u7570\u306a\u3063\u3066\u3044\u3066\u3082\u69cb\u308f\u306a\u3044\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\">\u5404\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u306f\u4e00\u610f\u306e\u30ad\u30fc\u5024\u304c\u5fc5\u8981\u3067\u3042\u308b\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\">\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u3001\u901a\u5e38\u3001\u30ad\u30fc\u5024\u306e\u9806\u5e8f\u3067\u683c\u7d0d\u3055\u308c\u308b\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\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4e00\u610f\u30ad\u30fc\u307e\u305f\u306f\u30ad\u30fc\u306e\u7bc4\u56f2\u3092\u30af\u30a8\u30ea\u6761\u4ef6\u3068\u3057\u3066\u6307\u5b9a\u3067\u304d\u308b\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\">\u4ed6\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u30c7\u30fc\u30bf\u3092\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5168\u4f53\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u5404\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u9806\u756a\u306b\u89e3\u6790\u3057\u3066\u304b\u3089\u3001\u5404\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u30af\u30a8\u30ea\u6761\u4ef6\u3092\u9069\u7528\u3057\u3066\u3001\u4e00\u81f4\u3059\u308b\u3082\u306e\u3092\u63a2\u3059\u5fc5\u8981\u304c\u3042\u308b\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\">\u3088\u308a\u9ad8\u5ea6\u306a\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u540c\u69d8\u306e\u65b9\u6cd5\u3067\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\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\">\u305d\u306e\u5f8c\u306e\u30af\u30a8\u30ea\u3067\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ad\u30fc\u4ee5\u5916\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3092\u8b58\u5225\u304a\u3088\u3073\u30d5\u30a7\u30c3\u30c1\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8a2d\u8a08\u3059\u308b\u3068\u304d\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u6a5f\u80fd\u3068\u3001\u305d\u308c\u306b\u3088\u3063\u3066\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u5fc5\u8981\u304c\u3042\u308b\u30af\u30a8\u30ea\u306e\u7a2e\u985e\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/ul>\n<h3>\u975e\u5173\u7cfb\u578b\u6570\u636e\u7684\u7c7b\u578b<\/h3>\n<p>\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u975e\u5173\u7cfb\u578b\u6570\u636e\u53ef\u4ee5\u5206\u4e3a\u534a\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u4e24\u4e2a\u7c7b\u522b\u3002<\/p>\n<p>\u534a\u7ed3\u6784\u5316\u6570\u636e<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u306f\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u542b\u307e\u308c\u308b\u30c7\u30fc\u30bf\u3067\u3042\u308b\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\">\u3059\u3079\u3066\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3067\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u540c\u3058\u3067\u3042\u308b\u5fc5\u8981\u306f\u306a\u304f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3054\u3068\u306b\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3060\u3051\u3092\u5b9a\u7fa9\u3059\u308b\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\">\u30c7\u30fc\u30bf\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u89e3\u6790\u304a\u3088\u3073\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306a\u5f62\u5f0f\u306b\u306a\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u3053\u308c\u3092\u884c\u3046\u305f\u3081\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u306e1\u3064\u306f\u3001\u5404\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u3092JSON(JavaScript Object Notation)\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u3057\u3066\u683c\u7d0d\u3059\u308b\u3053\u3068\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u304cJSON\u306e\u6587\u6cd5\u306b\u5f93\u3063\u3066\u3044\u308c\u3070\u3001\u3069\u306e\u3088\u3046\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u3082\u81ea\u7531\u306b\u5b9a\u7fa9\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8aad\u307f\u53d6\u3063\u305f\u3089\u3001JSON\u30d1\u30fc\u30b5\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u5206\u89e3\u3057\u3001\u30c7\u30fc\u30bf\u306e\u500b\u3005\u306e\u90e8\u5206\u3092\u62bd\u51fa\u3067\u304d\u308b\u3002<\/ul>\n<pre class=\"post-pre\"><code>{\r\n  \"ID\": \"1\",\r\n  \"Name\": \"Mark Hanson\",\r\n  \"Telephone\": [ \r\n    { \"Home\": \"1-999-9999999\" }, \r\n    { \"Business\": \"1-888-8888888\" }, \r\n    { \"Cell\": \"1-777-7777777\" }\r\n  ],\r\n  \"Address\": [ \r\n    { \"Home\": [\r\n      { \"StreetAddress\": \"121 Main Street\" }, \r\n      { \"City\": \"Some City\" },\r\n      { \"State\": \"NY\" }, \r\n      { \"Zip\": \"10110\" }\r\n    ] },\r\n    { \"Business\": [\r\n      { \"StreetAddress\": \"87 Big Building\" },\r\n      { \"City\": \"Some City\" },\r\n      { \"State\": \"NY\" },\r\n      { \"Zip\": \"10111\" }\r\n    ] }\r\n  ] \r\n}\r\n\r\n\r\n{\r\n  \"ID\": \"2\",\r\n  \"Title\": \"Mr\",\r\n  \"Name\": \"Jeff Hay\",\r\n  \"Telephone\": [ \r\n    { \"Home\": \"0044-1999-333333\" }, \r\n    { \"Mobile\": \"0044-17545-444444\" }\r\n  ],\r\n  \"Address\": [\r\n    { \"UK\": [\r\n      { \"StreetAddress\": \"86 High Street\" },\r\n      { \"Town\": \"Some Town\" }, \r\n      { \"County\": \"A County\" }, \r\n      { \"Postcode\": \"GL8888\" }, \r\n      { \"Region\": \"UK\" }\r\n    ] },\r\n    { \"US\": [\r\n      { \"StreetAddress\": \"777 7th Street\" }, \r\n      { \"City\": \"Another City\" },\r\n      { \"State\": \"CA\" },\r\n      { \"Zip\": \"90111\" }\r\n    ] }\r\n  ]\r\n}\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4ed6\u306e\u5f62\u5f0f\u3068\u3057\u3066\u306f\u3001Avro\u3001ORC\u3001Parquet\u306a\u3069\u304c\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Avro(\u30a2\u30d6\u30ed)\u306f\u884c\u30d9\u30fc\u30b9\u306e\u5f62\u5f0f\u3067\u3001Apache\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u305f\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n<p>\u5404\u30ec\u30b3\u30fc\u30c9\u306b\u306f\u3001\u30ec\u30b3\u30fc\u30c9\u5185\u306e\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3092\u8aac\u660e\u3059\u308b\u30d8\u30c3\u30c0\u30fc\u304c\u542b\u307e\u308c\u3066\u3044\u304a\u308a\u3001\u30d8\u30c3\u30c0\u30fc\u306fJSON\u3068\u3057\u3066\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u30c7\u30fc\u30bf\u306f\u30d0\u30a4\u30ca\u30ea\u60c5\u5831\u3068\u3057\u3066\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30d8\u30c3\u30c0\u30fc\u5185\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u30d0\u30a4\u30ca\u30ea\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u3001\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u62bd\u51fa\u3059\u308b\u3002<br \/>\nAvro\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5727\u7e2e\u3057\u3001\u5fc5\u8981\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5e2f\u57df\u5e45\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u306e\u306b\u975e\u5e38\u306b\u512a\u308c\u305f\u5f62\u5f0f\u3067\u3042\u308b\u3002<\/p>\n<p>ORC(Optimized Row Columnar(\u6700\u9069\u5316\u3055\u308c\u305f\u884c\u306e\u5217)\u5f62\u5f0f)\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306f\u884c\u3067\u306f\u306a\u304f\u5217\u3068\u3057\u3066\u7de8\u6210\u3055\u308c\u308b\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001Apache Hive\u3067\u306e\u8aad\u307f\u66f8\u304d\u64cd\u4f5c\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u3001HortonWorks\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u3002<\/p>\n<p>Hive\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308a\u3001\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u96c6\u8a08\u3068\u30af\u30a8\u30ea\u5b9f\u884c\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\nORC\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e&#8221;\u30b9\u30c8\u30e9\u30a4\u30d7&#8221;\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br \/>\n\u5404\u30b9\u30c8\u30e9\u30a4\u30d7\u306b\u306f\u3001\u5217\u307e\u305f\u306f\u5217\u306e\u30bb\u30c3\u30c8\u306e\u30c7\u30fc\u30bf\u304c\u4fdd\u6301\u3055\u308c\u308b\u3002<br \/>\n\u30b9\u30c8\u30e9\u30a4\u30d7\u306b\u306f\u3001\u30b9\u30c8\u30e9\u30a4\u30d7\u5185\u306e\u884c\u3078\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001\u5404\u884c\u306e\u30c7\u30fc\u30bf\u3001\u304a\u3088\u3073\u5404\u5217\u306e\u7d71\u8a08\u60c5\u5831(\u4ef6\u6570\u3001\u5408\u8a08\u3001\u6700\u5927\u3001\u6700\u5c0f\u306a\u3069)\u304c\u4fdd\u6301\u3055\u308c\u3066\u3044\u308b\u30d5\u30c3\u30bf\u30fc\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p>Parquet(\u30d1\u30fc\u30b1\u30a4)\u306f\u3001\u5225\u306e\u5217\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3067\u3042\u308a\u3001Cloudera\u3068Twitter\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u305f\u3002<br \/>\nParquet\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u884c\u30b0\u30eb\u30fc\u30d7\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br \/>\n\u5404\u5217\u306e\u30c7\u30fc\u30bf\u306f\u3001\u540c\u3058\u884c\u30b0\u30eb\u30fc\u30d7\u306b\u307e\u3068\u3081\u3066\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u5404\u884c\u30b0\u30eb\u30fc\u30d7\u306b\u306f\u30011\u3064\u4ee5\u4e0a\u306e\u30c7\u30fc\u30bf \u30c1\u30e3\u30f3\u30af\u304c\u542b\u307e\u308c\u308b\u3002<br \/>\nParquet\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001\u5404\u30c1\u30e3\u30f3\u30af\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u884c\u306e\u30bb\u30c3\u30c8\u3092\u8a18\u8ff0\u3059\u308b\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br \/>\n\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3053\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u7279\u5b9a\u306e\u884c\u30bb\u30c3\u30c8\u306b\u5bfe\u3059\u308b\u9069\u5207\u306a\u30c1\u30e3\u30f3\u30af\u3092\u3059\u3070\u3084\u304f\u691c\u7d22\u3057\u3001\u3053\u308c\u3089\u306e\u884c\u306b\u5bfe\u3057\u3066\u6307\u5b9a\u3055\u308c\u305f\u5217\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br \/>\nParquet\u306f\u3001\u5165\u308c\u5b50\u306b\u306a\u3063\u305f\u30c7\u30fc\u30bf\u578b\u306e\u52b9\u7387\u7684\u306a\u683c\u7d0d\u3068\u51e6\u7406\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u3002<br \/>\n\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u5727\u7e2e\u3068\u30a8\u30f3\u30b3\u30fc\u30c9\u30b9\u30ad\u30fc\u30e0\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u975e\u7ed3\u6784\u5316\u6570\u636e hu\u00e0<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u306f\u3001\u3082\u3068\u3082\u3068\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u542b\u307e\u308c\u306a\u3044\u30c7\u30fc\u30bf\u306e\u3053\u3068\u3067\u3042\u308b\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\">\u4f8b\u3068\u3057\u3066\u306f\u3001\u30d3\u30c7\u30aa\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u3001\u305d\u306e\u4ed6\u306e\u30e1\u30c7\u30a3\u30a2 \u30b9\u30c8\u30ea\u30fc\u30e0\u304c\u3042\u308b\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\">\u5404\u9805\u76ee\u306f\u3001\u4e00\u5b9a\u306e\u5f62\u3092\u6301\u305f\u306a\u3044\u30d0\u30a4\u30ca\u30ea\u30c7\u30fc\u30bf\u306eBLOB\u3067\u3042\u308a\u3001\u3053\u306e\u30c7\u30fc\u30bf\u5185\u3067\u7279\u5b9a\u306e\u8981\u7d20\u3092\u691c\u7d22\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\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\">\u3053\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u306f\u3001\u305d\u308c\u5c02\u7528\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u683c\u7d0d\u3059\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure\u3067\u306f\u3001\u901a\u5e38\u3001\u30d3\u30c7\u30aa\u3084\u30aa\u30fc\u30c7\u30a3\u30aa\u306e\u30c7\u30fc\u30bf\u306f\u30d6\u30ed\u30c3\u30afBLOB(Binary Large OBject)\u3068\u3057\u3066Azure\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u683c\u7d0d\u3059\u308b\u3002<\/ul>\n<h3>\u63a8\u8350\u4f7f\u7528\u6b63\u786e\u7684\u6570\u636e\u5b58\u50a8\u3002<\/h3>\n<p>NoSQL\uff08\u975e\u5173\u7cfb\u578b\uff09\u6570\u636e\u5e93\u901a\u5e38\u53ef\u4ee5\u5206\u4e3a\u56db\u4e2a\u7c7b\u522b\u3002<\/p>\n<h4>\u952e\u503c\u5b58\u50a8 zh\u00ed<\/h4>\n<p>\u952e-\u503c\u5b58\u50a8\u662f\u4e00\u79cd\u6700\u7b80\u5355\uff08\u5e76\u4e14\u901a\u5e38\u4e5f\u662f\u6700\u5feb\uff09\u7684NoSQL\u6570\u636e\u5e93\u7c7b\u578b\uff0c\u7528\u4e8e\u6570\u636e\u63d2\u5165\u548c\u67e5\u8be2\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ad\u30fc\u5024\u30b9\u30c8\u30a2\u5185\u306e\u5404\u30c7\u30fc\u30bf\u9805\u76ee\u306f\u3001\u30ad\u30fc\u3068\u5024\u3068\u3044\u30462\u3064\u306e\u8981\u7d20\u3092\u6301\u3063\u3066\u3044\u308b\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\u306b\u3088\u308a\u9805\u76ee\u304c\u4e00\u610f\u306b\u8b58\u5225\u3055\u308c\u3001\u5024\u306b\u3088\u308a\u9805\u76ee\u306e\u30c7\u30fc\u30bf\u304c\u4fdd\u6301\u3055\u308c\u308b\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\">\u5024\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3057\u3066 &#8220;\u975e\u900f\u904e\u7684&#8221;(\u5024\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u3088\u3063\u3066\u975e\u69cb\u9020\u5316\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u306e\u307f\u8a8d\u8b58\u3055\u308c\u308b\u3053\u3068)\u3067\u3042\u308b\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\">\u9805\u76ee\u306f\u30ad\u30fc\u306e\u9806\u5e8f\u3067\u683c\u7d0d\u3055\u308c\u308b\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\">\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u306f\u3001\u633f\u5165\u3068\u524a\u9664\u306b\u9650\u5b9a\u3055\u308c\u308b\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\">\u6307\u5b9a\u3055\u308c\u305f\u30ad\u30fc\u5024\u306b\u5bfe\u3057\u30661\u3064\u306e\u9805\u76ee\u3092\u53d6\u5f97\u3057\u3001\u9805\u76ee\u306e\u4ed6\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306b\u57fa\u3065\u3044\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4f8b\uff1aAzure\u306eTable Storage\u3001Cosmos DB\u306eTable API<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/166-0.png\" alt=\"4-key-value.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u306b\u306f\u30c7\u30a3\u30af\u30b7\u30e7\u30ca\u30ea\u306a\u3069\u306e\u5358\u4e00\u306e\u30ad\u30fc\u304c\u4f7f\u7528\u3055\u308c\u308b\u3002<br \/>\n\u7d50\u5408\u3001\u30ed\u30c3\u30af\u3001\u7d71\u5408\u306f\u5fc5\u8981\u306a\u3044\u3002<br \/>\n\u96c6\u8a08\u30e1\u30ab\u30cb\u30ba\u30e0\u306f\u4f7f\u7528\u3055\u308c\u306a\u3044\u3002<br \/>\n\u4e00\u822c\u306b\u3001\u30bb\u30ab\u30f3\u30c0\u30ea\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u4f7f\u7528\u3055\u308c\u306a\u3044\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u578b<\/p>\n<p>\u5404\u30ad\u30fc\u304c\u5358\u4e00\u306e\u5024\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u3066\u3044\u308b\u3002<br \/>\n\u30b9\u30ad\u30fc\u30de\u306e\u9069\u7528\u306f\u306a\u3044\u3002<br \/>\n\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306b\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u306a\u3044\u3002<\/p>\n<h4>\u6587\u6863\u6570\u636e\u5e93<\/h4>\n<p>\u6587\u6863\u6570\u636e\u5e93\u662f\u8868\u793a\u952e\u503c\u5b58\u50a8\u7684\u5bf9\u7acb\u9762\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u5024\u304c\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3042\u308b\u30ad\u30fc\/\u5024\u30b9\u30c8\u30a2\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u306e\u6587\u8108\u3067\u306e &#8220;\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8&#8221; \u3068\u306f\u3001\u540d\u524d\u4ed8\u304d\u30d5\u30a3\u30fc\u30eb\u30c9\u3068\u5024\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3002<\/p>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u5404\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u4e00\u610f\u306eID\u304c\u3042\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u5bfe\u3057\u3066\u900f\u904e\u7684\u3067\u3042\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306fJSON\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u304c\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u307e\u305f\u306f\u3001XML\u3001YAML\u3001JSON\u3001BSON\u306a\u3069\u306e\u4ed6\u306e\u5f62\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30f3\u30b3\u30fc\u30c9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30c7\u30fc\u30bf\u5168\u4f53\u304c\u542b\u307e\u308c\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b9\u30c8\u30a2\u3067\u306f\u3001\u3059\u3079\u3066\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u69cb\u9020\u304c\u540c\u3058\u3067\u3042\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002<br \/>\n\u3053\u306e\u81ea\u7531\u5f62\u5f0f\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5927\u304d\u306a\u67d4\u8edf\u6027\u304c\u63d0\u4f9b\u3055\u308c\u308b\u3002<br \/>\nAzure Cosmos DB\u306eCore(SQL)API\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u624b\u6cd5\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/171-0.png\" alt=\"4-document.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n<p>\u633f\u5165\u3084\u66f4\u65b0\u306e\u64cd\u4f5c\u306f\u5171\u901a\u3067\u3042\u308b\u3002<br \/>\n\u975e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30a4\u30f3\u30d4\u30fc\u30c0\u30f3\u30b9\u306f\u9069\u5408\u3057\u306a\u3044\u3002<\/p>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b3\u30fc\u30c9\u3067\u4f7f\u7528\u3055\u308c\u308b\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u69cb\u9020\u306e\u307b\u3046\u304c\u3088\u308a\u9069\u5408\u3059\u308b\u3002<\/p>\n<p>\u500b\u3005\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u53d6\u5f97\u3055\u308c\u3001\u5358\u4e00\u306e\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u66f8\u304d\u8fbc\u307e\u308c\u308b\u3002<br \/>\n\u30c7\u30fc\u30bf\u306f\u3001\u8907\u6570\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u578b<\/p>\n<p>\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u65b9\u6cd5\u3067\u3001\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3067\u304d\u308b\u3002<br \/>\n\u500b\u3005\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ba\u306f\u6bd4\u8f03\u7684\u5c0f\u3055\u3044\u3002<br \/>\n\u5404\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u7a2e\u985e\u3067\u3001\u72ec\u81ea\u306e\u30b9\u30ad\u30fc\u30de\u3092\u4f7f\u7528\u3067\u304d\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u7701\u7565\u53ef\u80fd\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u306f\u534a\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u308b\u3002\u307e\u308a\u3001\u5404\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30c7\u30fc\u30bf\u306f\u3001\u53b3\u5bc6\u306b\u306f\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/p>\n<h4>\u8bf7\u4e3a\u6211\u5217\u51fa\u5bb6\u5ead\u6570\u636e\u5e93\u7684\u6570\u636e\u3002<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u30c7\u30fc\u30bf\u304c\u884c\u3068\u5217\u306b\u7de8\u6210\u3055\u308c\u3066\u3044\u308b\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\">\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u3001\u5217\u30d5\u30a1\u30df\u30ea\u3068\u547c\u3070\u308c\u308b\u95a2\u9023\u3059\u308b\u5217\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u69cb\u6210\u3059\u308b\u30ad\u30fc\/\u5024\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u3042\u308b\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\">ORC\u30d5\u30a1\u30a4\u30eb\u3084Parquet\u30d5\u30a1\u30a4\u30eb\u304c\u3053\u306e\u69cb\u9020\u306e\u4f8b\u3068\u306a\u308b\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\">\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u771f\u306e\u529b\u306f\u3001\u30b9\u30d1\u30fc\u30b9\u30c7\u30fc\u30bf\u306e\u69cb\u7bc9\u306b\u5bfe\u3059\u308b\u975e\u6b63\u898f\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3042\u308b\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\">\u6700\u3082\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306f\u3001Apache Cassandra\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure Cosmos DB\u3067\u306f\u3001Cassandra API\u306b\u3088\u308a\u5217\u30d5\u30a1\u30df\u30ea\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/175-0.png\" alt=\"4-column-family.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n<p>\u307b\u3068\u3093\u3069\u306e\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u6975\u3081\u3066\u9ad8\u901f\u3067\u66f8\u304d\u8fbc\u307f\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u3002<br \/>\n\u66f4\u65b0\u304a\u3088\u3073\u524a\u9664\u306e\u64cd\u4f5c\u306f\u3001\u307b\u3068\u3093\u3069\u884c\u308f\u308c\u306a\u3044\u3002<br \/>\n\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u4f4e\u3044\u5f85\u6a5f\u6642\u9593\u3067\u306e\u30a2\u30af\u30bb\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u3088\u308a\u5927\u898f\u6a21\u306a\u30ec\u30b3\u30fc\u30c9\u5185\u306b\u3042\u308b\u7279\u5b9a\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u30bb\u30c3\u30c8\u3078\u306e\u7c21\u5358\u306a\u30af\u30a8\u30ea \u30a2\u30af\u30bb\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<br \/>\n\u6975\u3081\u3066\u9ad8\u3044\u62e1\u5f35\u6027\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u578b<\/p>\n<p>\u30c7\u30fc\u30bf\u306f\u3001\u30ad\u30fc\u5217\u30681\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u5217\u30d5\u30a1\u30df\u30ea\u3067\u69cb\u6210\u3055\u308c\u305f\u30c6\u30fc\u30d6\u30eb\u306b\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u7279\u5b9a\u306e\u5217\u306f\u3001\u500b\u3005\u306e\u884c\u5225\u306b\u5909\u66f4\u3067\u304d\u308b\u3002<br \/>\n\u500b\u3005\u306e\u30bb\u30eb\u306b\u306fget\u304a\u3088\u3073put\u30b3\u30de\u30f3\u30c9\u7d4c\u7531\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3002<br \/>\n\u30b9\u30ad\u30e3\u30f3\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u3063\u3066\u3001\u8907\u6570\u306e\u884c\u304c\u8fd4\u3055\u308c\u308b\u3002<\/p>\n<h4>\u56fe\u6570\u636e\u5e93<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30ce\u30fc\u30c9\u3068\u3001\u30ce\u30fc\u30c9\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3092\u6307\u5b9a\u3059\u308b\u30a8\u30c3\u30b8\u3068\u3044\u3046\u30012\u7a2e\u985e\u306e\u60c5\u5831\u304c\u683c\u7d0d\u3055\u308c\u308b\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\">\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u683c\u7d0d\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u308b\u304c\u3001\u6700\u3082\u91cd\u8996\u3055\u308c\u308b\u306e\u306f\u3001\u3053\u308c\u3089\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u540c\u58eb\u306e\u9593\u306b\u3042\u308b\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3067\u3042\u308b\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\">\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u76ee\u7684\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7d4c\u7531\u3059\u308b\u30af\u30a8\u30ea\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3057\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3092\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure Cosmos DB\u3067\u306f\u3001Gremlin API\u3092\u4f7f\u7528\u3057\u3066\u30b0\u30e9\u30d5 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/179-0.png\" alt=\"4-graph.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u9805\u76ee\u9593\u306b\u591a\u6570\u306e\u30db\u30c3\u30d7\u304c\u95a2\u9023\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u9805\u76ee\u9593\u306e\u8907\u96d1\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3002<br \/>\n\u30c7\u30fc\u30bf\u9805\u76ee\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u52d5\u7684\u3067\u3042\u308a\u3001\u6642\u9593\u3068\u5171\u306b\u5909\u5316\u3059\u308b\u3002<br \/>\n\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u6700\u4e0a\u4f4d\u306e\u6271\u3044\u306b\u306a\u308a\u3001\u5916\u90e8\u30ad\u30fc\u3068\u8d70\u67fb\u306e\u305f\u3081\u306e\u7d50\u5408\u306f\u5fc5\u8981\u306a\u3044\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u578b<\/p>\n<p>\u30ce\u30fc\u30c9\u3068\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3002<br \/>\n\u30ce\u30fc\u30c9\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u884c\u307e\u305f\u306fJSON\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u4f3c\u3066\u3044\u308b\u3002<br \/>\n\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u30ce\u30fc\u30c9\u3068\u540c\u69d8\u306b\u91cd\u8981\u3067\u3042\u308a\u3001\u30af\u30a8\u30ea\u8a00\u8a9e\u3067\u76f4\u63a5\u516c\u958b\u3055\u308c\u308b\u3002<br \/>\n\u8907\u6570\u306e\u96fb\u8a71\u756a\u53f7\u306e\u4fdd\u6301\u8005\u306a\u3069\u3001\u8907\u5408\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306f\u3001\u8d70\u67fb\u53ef\u80fd\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u500b\u3005\u306e\u3088\u308a\u5c0f\u3055\u306a\u30ce\u30fc\u30c9\u306b\u5206\u5272\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308b\u3002<\/p>\n<h3>\u51b3\u5b9a\u4f55\u65f6\u4f7f\u7528\u975e\u5173\u7cfb\u578b\u6570\u636e<\/h3>\n<p>\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u975e\u5e38\u9002\u5408\u4ee5\u4e0b\u573a\u666f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">IoT\u3068\u30c6\u30ec\u30de\u30c6\u30a3\u30af\u30b9<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u901a\u5e38\u3001\u983b\u7e41\u306b\u767a\u751f\u3059\u308b\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306b\u3088\u3063\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u53d6\u308a\u8fbc\u307e\u308c\u308b\u3002<br \/>\n\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3053\u306e\u60c5\u5831\u3092\u975e\u5e38\u306b\u3059\u3070\u3084\u304f\u683c\u7d0d\u3067\u304d\u308b\u3002<br \/>\n\u305d\u306e\u5f8c\u3001Azure Machine Learning\u3001Azure HDInsight\u3001Microsoft Power BI\u306a\u3069\u306e\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3067\u304d\u308b\u3002<br \/>\n\u307e\u305f\u3001\u30c7\u30fc\u30bf\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5230\u7740\u3059\u308b\u3068\u30c8\u30ea\u30ac\u30fc\u3055\u308c\u308bAzure Functions\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u3002<\/p>\n<p>\u5c0f\u58f2\u3068\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/p>\n<p>Microsoft\u3067\u306f\u3001Windows Store\u304a\u3088\u3073Xbox Live\u306e\u4e00\u90e8\u3068\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u72ec\u81ea\u306ee\u30b3\u30de\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306bCosmosDB\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u307e\u305f\u3001\u30ab\u30bf\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u7528\u3068\u3001\u6ce8\u6587\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u306e\u30a4\u30d9\u30f3\u30c8 \u30bd\u30fc\u30b7\u30f3\u30b0\u7528\u306b\u3001\u5c0f\u58f2\u696d\u754c\u3067\u3082\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u30b2\u30fc\u30e0<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5c64\u306f\u3001\u30b2\u30fc\u30e0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3042\u308b\u3002<br \/>\n\u6700\u8fd1\u306e\u30b2\u30fc\u30e0\u306f\u30e2\u30d0\u30a4\u30eb\/\u30b3\u30f3\u30bd\u30fc\u30eb \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u51e6\u7406\u3092\u884c\u3046\u304c\u3001\u30b2\u30fc\u30e0\u5185\u7d71\u8a08\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u7d71\u5408\u3001\u30b9\u30b3\u30a2\u30dc\u30fc\u30c9\u306a\u3069\u306e\u500b\u4eba\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u914d\u4fe1\u306f\u3001\u30af\u30e9\u30a6\u30c9\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u3002<br \/>\n\u591a\u304f\u306e\u5834\u5408\u3001\u30b2\u30fc\u30e0\u3067\u306f\u3001\u9b45\u529b\u7684\u306a\u30b2\u30fc\u30e0\u5185\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u306b\u5bfe\u3057\u30661\u6841\u30df\u30ea\u79d2\u306e\u5f85\u6a5f\u6642\u9593\u304c\u8981\u6c42\u3055\u308c\u308b\u3002<br \/>\n\u30b2\u30fc\u30e0\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u9ad8\u901f\u3067\u3042\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001\u65b0\u3057\u3044\u30b2\u30fc\u30e0\u306e\u30ea\u30ea\u30fc\u30b9\u6642\u3084\u6a5f\u80fd\u306e\u66f4\u65b0\u6642\u306b\u3001\u8981\u6c42\u30ec\u30fc\u30c8\u306e\u6025\u5897\u306b\u5bfe\u51e6\u3067\u304d\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p>Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/p>\n<p>Azure Cosmos DB\u306a\u3069\u306e\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3088\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u30e2\u30c7\u30eb\u5316\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u7d71\u5408\u3001\u5145\u5b9f\u3057\u305f\u500b\u4eba\u7528\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u308b\u3002<br \/>\nCosmos DB SDK(\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30ad\u30c3\u30c8)\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4e00\u822c\u7684\u306a Xamarin\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001iOS\u304a\u3088\u3073Android\u306e\u30ea\u30c3\u30c1\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/p>\n<h2>Azure\u63d0\u4f9b\u7684\u975e\u5173\u7cfb\u578b\u6570\u636e\u3002<\/h2>\n<h3>\u7528\u4e8e\u975e\u5173\u7cfb\u578b\u5de5\u4f5c\u8d1f\u8f7d\u7684Azure\u6570\u636e\u670d\u52a1\u3002<\/h3>\n<p>Microsoft Azure\u63d0\u4f9b\u4e86\u591a\u79cd\u6280\u672f\u6765\u5b58\u50a8\u975e\u5173\u7cfb\u578b\u6570\u636e\u3002<br \/>\n\u6bcf\u79cd\u6280\u672f\u90fd\u6709\u5176\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u9002\u7528\u4e8e\u7279\u5b9a\u7684\u573a\u666f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Table Storage<\/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\">Azure BLOB Storage<\/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\">Azure File Storage<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure Cosmos DB<\/ul>\n<h3>Azure\u8868\u683c\u5b58\u50a8<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Table Storage\u306f\u3001\u30af\u30e9\u30a6\u30c9\u306b\u4fdd\u6301\u3055\u308c\u3066\u3044\u308b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ad\u30fc\u5024\u30b9\u30c8\u30a2\u3067\u3042\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001Azure\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u7528\u3059\u308b\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\">Azure Table Storage\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u3001\u9805\u76ee\u306f &#8220;\u884c&#8221; \u3068\u547c\u3070\u308c\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306f &#8220;\u5217&#8221; \u3068\u547c\u3070\u308c\u308b\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\">Azure Table\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u3059\u3079\u3066\u306e\u884c\u306b\u306f\u30ad\u30fc\u304c\u5b58\u5728\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304c\u3001\u305d\u306e\u70b9\u3092\u9664\u3051\u3070\u3001\u5404\u884c\u306e\u5217\u306f\u7570\u306a\u3063\u3066\u3044\u3066\u3082\u69cb\u308f\u306a\u3044\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/190-0.png\" alt=\"2-row-structure.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u9ad8\u901f\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3001Azure Table Storage\u3067\u306f\u30c6\u30fc\u30d6\u30eb\u304c\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u5206\u5272\u3055\u308c\u3066\u3044\u308b\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\">\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5206\u5272\u306f\u3001\u5171\u901a\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3064\u307e\u308a &#8220;\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30ad\u30fc&#8221; \u306b\u57fa\u3065\u3044\u3066\u3001\u95a2\u9023\u3059\u308b\u884c\u3092\u30b0\u30eb\u30fc\u30d7\u5316\u3059\u308b\u305f\u3081\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u540c\u3058\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30ad\u30fc\u3092\u5171\u6709\u3059\u308b\u884c\u306f\u3001\u4e00\u7dd2\u306b\u683c\u7d0d\u3055\u308c\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/192-0.png\" alt=\"2-table-partitions.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u5217\u3067\u306f\u3001\u6700\u592764KB\u306e\u6570\u5024\u3001\u6587\u5b57\u5217\u3001\u307e\u305f\u306f\u30d0\u30a4\u30ca\u30ea\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3067\u304d\u308b\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\">\u30c6\u30fc\u30d6\u30eb\u3067\u306f\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30ad\u30fc\u3068\u884c\u30ad\u30fc\u3092\u9664\u3044\u3066\u3001\u6700\u5927252\u500b\u306e\u5217\u3092\u4fdd\u6301\u3067\u304d\u308b\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\">\u884c\u306e\u6700\u5927\u30b5\u30a4\u30ba\u306f1MB\u3067\u3042\u308b\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\">Azure Table Storage\u306f\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u610f\u56f3\u3055\u308c\u3066\u3044\u308b(\u30b5\u30a4\u30ba\u306f\u6700\u5927\u3067\u6570\u767eTB)\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\">\u30c6\u30fc\u30d6\u30eb\u306b\u884c\u3092\u8ffd\u52a0\u3059\u308b\u3068\u3001Azure Table Storage\u306b\u3088\u3063\u3066\u30c6\u30fc\u30d6\u30eb\u5185\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u304c\u81ea\u52d5\u7684\u306b\u7ba1\u7406\u3055\u308c\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\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\">Azure Table Storage\u3092\u4f7f\u7528\u3059\u308b\u3068\u30011\u3064\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u9ad8\u53ef\u7528\u6027\u304c\u63d0\u4f9b\u3055\u308c\u308b\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\">\u5404\u30c6\u30fc\u30d6\u30eb\u306e\u30c7\u30fc\u30bf\u306f\u30011\u3064\u306eAzure\u30ea\u30fc\u30b8\u30e7\u30f3\u5185\u30673\u56de\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u53ef\u7528\u6027\u3092\u9ad8\u3081\u308b\u306b\u306f\u3001\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u304c\u3001geo\u5197\u9577\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u3002<\/p>\n<p>\u3053\u306e\u5834\u5408\u3001\u5404\u30c6\u30fc\u30d6\u30eb\u306e\u30c7\u30fc\u30bf\u306f\u3001\u6570\u767e\u30de\u30a4\u30eb\u96e2\u308c\u305f\u5225\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u3055\u3089\u306b3\u56de\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3055\u308c\u308b\u3002<\/p>\n<p>Azure Table Storage\u306f\u3001\u30c7\u30fc\u30bf\u3092\u4fdd\u8b77\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002<br \/>\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u69cb\u6210\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3092\u898b\u308b\u5fc5\u8981\u304c\u3042\u308b\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3060\u3051\u304c\u3001\u5b9f\u969b\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u4e3b\u8981\u4f18\u70b9<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u7c21\u5358\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\">\u30c6\u30fc\u30d6\u30eb\u306b\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3067\u304d\u308b\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\">\u6b63\u898f\u5316\u3055\u308c\u305f\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u901a\u5e38\u5fc5\u8981\u3068\u3055\u308c\u308b\u3001\u8907\u96d1\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3092\u30de\u30c3\u30d7\u3057\u3066\u7dad\u6301\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\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\">\u884c\u306e\u633f\u5165\u304c\u9ad8\u901f\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30ad\u30fc\u3068\u884c\u30ad\u30fc\u3092\u30af\u30a8\u30ea\u6761\u4ef6\u3068\u3057\u3066\u6307\u5b9a\u3057\u305f\u5834\u5408\u3001\u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u53d6\u5f97\u3067\u304d\u308b\u3002<\/ul>\n<p>\u7f3a\u70b9<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8907\u6570\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u307e\u305f\u304c\u308b\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u66f4\u65b0\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u4e00\u8cab\u6027\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u53c2\u7167\u6574\u5408\u6027\u306f\u306a\u3044\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\">\u884c\u9593\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u5916\u90e8\u3067\u4fdd\u6301\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ad\u30fc\u4ee5\u5916\u306e\u30c7\u30fc\u30bf\u3067\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3084\u4e26\u3079\u66ff\u3048\u3092\u884c\u3046\u3053\u3068\u306f\u56f0\u96e3\u3002<\/ul>\n<h3>Azure BLOB \u5b58\u50a8<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Blob Sorage\u306f\u3001\u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf(BLOB)\u30af\u30e9\u30a6\u30c9\u306b\u683c\u7d0d\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure Table Storage\u3068\u540c\u69d8\u306b\u3001Azure\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066BLOB\u3092\u4f5c\u6210\u3059\u308b\u3002<\/ul>\n<p>\u53d7Azure\u652f\u6301\u7684BLOB<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d6\u30ed\u30c3\u30afBLOB<\/ul>\n<\/li>\n<\/ul>\n<p>\u30d6\u30ed\u30c3\u30af\u306e\u30bb\u30c3\u30c8\u3068\u3057\u3066\u51e6\u7406\u3055\u308c\u308b\u3002<br \/>\n\u5404\u30d6\u30ed\u30c3\u30af\u306e\u30b5\u30a4\u30ba\u306f\u53ef\u5909\u3067\u3001\u6700\u5927\u5024\u306f100MB\u3002<br \/>\n\u30d6\u30ed\u30c3\u30af\u306f\u3001\u500b\u5225\u306e\u5358\u4f4d\u3068\u3057\u3066\u8aad\u307f\u66f8\u304d\u3067\u304d\u308b\u6700\u5c0f\u306e\u30c7\u30fc\u30bf\u91cf\u3002<br \/>\n1\u3064\u306e\u30d6\u30ed\u30c3\u30afBLOB\u3067\u6700\u59275\u4e07\u500b\u306e\u30d6\u30ed\u30c3\u30af\u3092\u683c\u7d0d\u3067\u304d\u3001\u6700\u5927\u30b5\u30a4\u30ba\u306f4.7TB\u3092\u8d85\u3048\u308b\u3002<br \/>\n\u30d6\u30ed\u30c3\u30afBLOB\u306f\u3001\u3042\u307e\u308a\u5909\u66f4\u3055\u308c\u306a\u3044\u4e0d\u9023\u7d9a\u3067\u5927\u304d\u306a\u30d0\u30a4\u30ca\u30ea\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u683c\u7d0d\u3059\u308b\u306e\u306b\u6700\u9069\u3002<\/p>\n<p>\u30da\u30fc\u30b8BLOB<\/p>\n<p>\u56fa\u5b9a\u30b5\u30a4\u30ba512\u30d0\u30a4\u30c8\u306e\u30da\u30fc\u30b8\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3068\u3057\u3066\u7de8\u6210\u3055\u308c\u308b\u3002<br \/>\n\u30e9\u30f3\u30c0\u30e0\u306a\u8aad\u307f\u66f8\u304d\u64cd\u4f5c\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u6700\u59278TB\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3067\u304d\u308b\u3002<br \/>\nAzure\u3067\u306f\u3001\u4eee\u60f3\u30de\u30b7\u30f3\u7528\u306e\u4eee\u60f3\u30c7\u30a3\u30b9\u30af\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5b9f\u88c5\u3059\u308b\u305f\u3081\u306b\u3001\u30da\u30fc\u30b8BLOB\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u8ffd\u52a0BLOB<\/p>\n<p>\u8ffd\u52a0\u64cd\u4f5c\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30d6\u30ed\u30c3\u30afBLOB\u3002<br \/>\n\u8ffd\u52a0BLOB\u306e\u672b\u5c3e\u306b\u306e\u307f\u30d6\u30ed\u30c3\u30af\u3092\u8ffd\u52a0\u3067\u304d\u308b\u3002<br \/>\n\u65e2\u5b58\u306e\u30d6\u30ed\u30c3\u30af\u306e\u66f4\u65b0\u307e\u305f\u306f\u524a\u9664\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3002<br \/>\n\u5404\u30d6\u30ed\u30c3\u30af\u306e\u30b5\u30a4\u30ba\u306f\u53ef\u5909\u3067\u3001\u6700\u5927\u5024\u306f4MB\u3002<br \/>\n\u8ffd\u52a0BLOB\u306e\u6700\u5927\u30b5\u30a4\u30ba\u306f\u3001195GB\u5f37\u3002<\/p>\n<p>\u4e09\u4e2a\u8bbf\u95ee\u5c42<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30db\u30c3\u30c8\u5c64(\u898f\u5b9a\u5024)<\/ul>\n<\/li>\n<\/ul>\n<p>\u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308bBLOB\u306b\u4f7f\u7528\u3059\u308b\u3002<br \/>\nBLOB\u30c7\u30fc\u30bf\u306f\u3001\u9ad8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30e1\u30c7\u30a3\u30a2\u306b\u683c\u7d0d\u3055\u308c\u308b\u3002<\/p>\n<p>\u30af\u30fc\u30eb\u5c64<\/p>\n<p>\u3053\u306e\u5c64\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u304f\u3001\u30db\u30c3\u30c8\u5c64\u3068\u6bd4\u8f03\u3057\u3066\u30b9\u30c8\u30ec\u30fc\u30b8\u6599\u91d1\u304c\u5b89\u304f\u306a\u308b\u3002<br \/>\n\u30a2\u30af\u30bb\u30b9\u983b\u5ea6\u306e\u4f4e\u3044\u30c7\u30fc\u30bf\u306b\u4f7f\u7528\u3059\u308b\u3002<br \/>\n\u30db\u30c3\u30c8\u5c64\u3067BLOB\u3092\u4f5c\u6210\u3057\u3001\u5f8c\u3067\u30af\u30fc\u30eb\u5c64\u306b\u79fb\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br \/>\n\u30af\u30fc\u30eb\u5c64\u304b\u3089\u30db\u30c3\u30c8\u5c64\u306bBLOB\u3092\u623b\u3059\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/p>\n<p>\u30a2\u30fc\u30ab\u30a4\u30d6\u5c64<\/p>\n<p>\u3053\u306e\u5c64\u3067\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8 \u30b3\u30b9\u30c8\u306f\u6700\u3082\u5b89\u304f\u306a\u308b\u304c\u3001\u5f85\u6a5f\u6642\u9593\u306f\u9577\u304f\u306a\u308b\u3002<br \/>\n\u5931\u308f\u308c\u3066\u306f\u306a\u3089\u306a\u3044\u3051\u308c\u3069\u3082\u3001\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u306f\u3042\u307e\u308a\u306a\u3044\u3001\u5c65\u6b74\u30c7\u30fc\u30bf\u7528\u306b\u610f\u56f3\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u30a2\u30fc\u30ab\u30a4\u30d6\u5c64\u306eBLOB\u3001\u5b9f\u8cea\u7684\u306b\u30aa\u30d5\u30e9\u30a4\u30f3\u72b6\u614b\u3067\u683c\u7d0d\u3055\u308c\u308b\u3002<br \/>\n\u30c7\u30fc\u30bf\u304c\u4f7f\u7528\u53ef\u80fd\u306b\u306a\u308b\u307e\u3067\u306b\u6570\u6642\u9593\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308b\u3002<br \/>\n\u30a2\u30fc\u30ab\u30a4\u30d6\u5c64\u304b\u3089BLOB\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001\u30a2\u30af\u30bb\u30b9\u5c64\u3092\u30db\u30c3\u30c8\u307e\u305f\u306f\u30af\u30fc\u30eb\u306b\u5909\u66f4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<br \/>\n\u305d\u306e\u5f8c\u3001BLOB\u306f&#8221;\u30ea\u30cf\u30a4\u30c9\u30ec\u30fc\u30c8&#8221;\u3055\u308c\u308b\u3002<br \/>\n\u30ea\u30cf\u30a4\u30c9\u30ec\u30fc\u30b7\u30e7\u30f3\u30d7\u30ed\u30bb\u30b9\u304c\u5b8c\u4e86\u3057\u305f\u5f8c\u3067\u306e\u307f\u3001BLOB\u3092\u8aad\u307f\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<h3>Azure\u6587\u4ef6\u5b58\u50a8<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure File Storage\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u30d6\u30ed\u30c3\u30af(SMB)3.0\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u304c\u516c\u958b\u3055\u308c\u308b\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\">\u3053\u308c\u306f\u3001\u65e2\u5b58\u306e\u591a\u304f\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u3068\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u5171\u6709\u30d7\u30ed\u30c8\u30b3\u30eb\u3067\u3042\u308b\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\">Azure File Storage\u5185\u306e\u5171\u6709\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f\u3001Azure Active Directory Domain Services\u3092\u901a\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u8a8d\u8a3c\u304a\u3088\u3073\u627f\u8a8d\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5236\u5fa1\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u5171\u6709\u30c7\u30fc\u30bf\u306f\u30ea\u30fc\u30b8\u30e7\u30f3\u5185\u3067\u30ed\u30fc\u30ab\u30eb\u306b\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3055\u308c\u308b\u304c\u3001\u7b2c2\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306bgeo\u30ec\u30d7\u30ea\u30b1\u30fc\u30c8\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/206-0.png\" alt=\"4-file-shares.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure File Storage\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u5185\u306b\u4f5c\u6210\u3059\u308b\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\">Azure File Storage\u3092\u4f7f\u7528\u3059\u308b\u3068\u30011\u3064\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u6700\u5927100TB \u306e\u30c7\u30fc\u30bf\u3092\u5171\u6709\u3067\u304d\u308b\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\">1\u3064\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u5927\u30b5\u30a4\u30ba\u306f1TB\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\">Azure File Storage\u3067\u306f\u5171\u6709\u30d5\u30a1\u30a4\u30eb\u3042\u305f\u308a\u6700\u59272000\u306e\u30b3\u30f3\u30ab\u30ec\u30f3\u30c8\u63a5\u7d9a\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\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\">Azure portal\u307e\u305f\u306fAzCopy\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001Azure File Storage\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u304d\u308b\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\">Azure File Sync\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u3066\u3044\u308b\u5171\u6709\u30d5\u30a1\u30a4\u30eb\u306e\u30b3\u30d4\u30fc\u3092\u3001Azure File Storage\u5185\u306e\u30c7\u30fc\u30bf\u3068\u540c\u671f\u3055\u305b\u308b\u3053\u3068\u3082\u3067\u304d\u308b\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\">\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u306f\u4fdd\u5b58\u6642\u306b\u6697\u53f7\u5316\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u307e\u305f\u3001Azure File Storage\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9593\u3067\u8ee2\u9001\u4e2d\u306e\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<p>\u4e24\u4e2a\u8868\u6f14\u6c34\u5e73<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Standard\u30ec\u30d9\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>\u30cf\u30fc\u30c9\u30c7\u30a3\u30b9\u30af\u30d9\u30fc\u30b9\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304c\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u4f7f\u7528\u3055\u308c\u308b\u3002<br \/>\n\u6700\u5927300MB\/\u79d2\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u76ee\u6a19\u3068\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>Premium\u30ec\u30d9\u30eb<\/p>\n<p>\u30bd\u30ea\u30c3\u30c9\u30b9\u30c6\u30fc\u30c8\u30c7\u30a3\u30b9\u30af\u304c\u4f7f\u7528\u3055\u308c\u308b\u3002<br \/>\n\u3088\u308a\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u304c\u63d0\u4f9b\u3055\u308c\u308b\u304c\u3001\u6599\u91d1\u3082\u9ad8\u304f\u306a\u308b\u3002<\/p>\n<h3>Azure Cosmos DB \u84dd\u8272\u5b87\u5b99\u6570\u636e\u5e93<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u306eNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\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\">Azure Cosmos DB\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a8\u30f3\u30b8\u30f3\u306e\u30b3\u30a2\u30bf\u30a4\u30d7\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30a2\u30c8\u30e0\u30ec\u30b3\u30fc\u30c9\u30b7\u30fc\u30b1\u30f3\u30b9(ARS)\u30d9\u30fc\u30b9\u3067\u3042\u308b\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\">\u6700\u521d\u306b\u3001\u5fc5\u8981\u306a\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306eAzure\u30ea\u30bd\u30fc\u30b9\u30b0\u30eb\u30fc\u30d7\u306bAzure Cosmos\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3066\u304b\u3089\u3001\u305d\u306e\u4e0b\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30b3\u30f3\u30c6\u30ca\u30fc\u3001\u9805\u76ee\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u30c7\u30fc\u30bf\u3068\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u306b\u306f\u3001\u81ea\u5206\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30671\u3064\u307e\u305f\u306f\u8907\u6570\u306eAzure Cosmos\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306b1\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u30b3\u30f3\u30c6\u30ca\u30fc\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure Cosmos\u30b3\u30f3\u30c6\u30ca\u30fc\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u57fa\u672c\u5358\u4f4d\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u306f\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u5206\u5272\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30bb\u30c3\u30c8\u3068\u3057\u3066\u7ba1\u7406\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff1a\u30ad\u30fc\u306b\u3088\u3063\u3066\u8b58\u5225\u3055\u308c\u308b\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3002<\/p>\n<p>\u5404\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306f\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u306f\u5b50\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u542b\u307e\u308c\u308b\u3053\u3068\u304c\u3042\u308b\u3002<br \/>\n\u591a\u304f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u69cb\u9020\u3092\u8868\u3059\u305f\u3081\u306bJSON(JavaScript Object Notation)\u304c\u4f7f\u7528\u3055\u308c\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u5c0f\u3055\u306a\u30d0\u30a4\u30ca\u30ea\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u542b\u3081\u3066\u3001\u6700\u5927\u30672MB\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3067\u304d\u308b\u3002<br \/>\n\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4e00\u90e8\u3068\u3057\u3066\u5927\u304d\u306aBLOB\u3092\u683c\u7d0d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001Azure Blob Storage\u3092\u4f7f\u7528\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306bBLOB\u3078\u306e\u53c2\u7167\u3092\u8ffd\u52a0\u3059\u308b\u3002<br \/>\nCosmos DB\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30b3\u30f3\u30c6\u30ca\u30fc\u3067\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u8a2d\u5b9a\u3067\u304d\u308b\u3002<br \/>\nCosmos DB\u306b\u306f\u3001\u4e00\u9023\u306e\u65e2\u77e5\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3053\u308c\u3089\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308bAPI\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u53d7\u652f\u6301\u7684API<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SQL API<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5bfe\u3057\u3066SQL\u306b\u4f3c\u305f\u30af\u30a8\u30ea\u8a00\u8a9e\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001SELECT\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u8b58\u5225\u304a\u3088\u3073\u53d6\u5f97\u3067\u304d\u308b\u3002<\/p>\n<p>Table API<\/p>\n<p>Azure Table Storage API\u3092\u4f7f\u7528\u3057\u3066\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u683c\u7d0d\u304a\u3088\u3073\u53d6\u5f97\u3067\u304d\u308b\u3002<br \/>\n\u65e2\u5b58\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u306a\u304f\u3001Table Storage\u304b\u3089 Cosmos DB\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>MongoDB API<\/p>\n<p>MongoDB\u306f\u3001\u72ec\u81ea\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u5099\u3048\u305f\u3001\u3088\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u3082\u30461\u3064\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002<br \/>\nMongoDB\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5909\u66f4\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304f Cosmos DB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3067\u304d\u308b\u3002<\/p>\n<p>Cassandra API<\/p>\n<p>Cassandra\u306f\u3001\u5217\u30d5\u30a1\u30df\u30ea\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3002<br \/>\nCassandra\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092Cosmos DB\u306b\u8fc5\u901f\u306b\u79fb\u884c\u3067\u304d\u308b\u3002<\/p>\n<p>Gremlin API<\/p>\n<p>Gremlin API\u306b\u3088\u308a\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304cCosmos DB\u306b\u5b9f\u88c5\u3055\u308c\u308b\u3002<\/p>\n<h2>\u25a0 3.3. \u975e\u5173\u7cfb\u578b\u6570\u636e\u7684\u57fa\u672c\u7ba1\u7406\u4efb\u52a1<\/h2>\n<p>\u53ef\u4ee5\u4f7f\u7528\u4e0e\u5173\u7cfb\u6570\u636e\u7684\u57fa\u672c\u7ba1\u7406\u4efb\u52a1\u76f8\u540c\u7684\u601d\u7ef4\u65b9\u5f0f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30b5\u30fc\u30d3\u30b9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3068\u5c55\u958b\u306b\u3064\u3044\u3066\u8aac\u660e\u3059\u308b<\/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\">Azure\u30dd\u30fc\u30bf\u30eb\u3001Azure Resource Manager\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001Azure PowerShell\u3001Azure\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\uff08CLI\uff09\u306a\u3069\u306e\u5c55\u958b\u65b9\u6cd5\u3092\u8aac\u660e\u3059\u308b<\/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\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\uff08\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u8a8d\u8a3c\u3001\u6697\u53f7\u5316\u306a\u3069\uff09\u3092\u7279\u5b9a\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\">\u57fa\u672c\u7684\u306a\u63a5\u7d9a\u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u307e\u3059\uff08\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u3001Azure VNet\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u30a2\u30af\u30bb\u30b9\u3001\u8a8d\u8a3c\u3001\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u306a\u3069\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u30c4\u30fc\u30eb\u3092\u7279\u5b9a\u3059\u308b<\/ul>\n<h1>\u25a04. \u5728Azure\u4e0a\u8fdb\u884c\u7684\u5206\u6790\u5de5\u4f5c\u8d1f\u8f7d<\/h1>\n<h2>\u603b\u89c8<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">1.\u5206\u6790\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/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\">2.\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/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\">3.Azure\u3067\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3068\u51e6\u7406<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">4.Microsoft PowerBI\u3067\u306e\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316<\/ul>\n<h2>\u25a04.1.\u5de5\u4f5c\u8d1f\u8f7d\u5206\u6790<\/h2>\n<h3>\u4e8b\u52a1\u5de5\u4f5c\u8d1f\u8f7d<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30aa\u30f3\u30e9\u30a4\u30f3\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\uff08OLTP\uff09\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u7279\u5fb4<\/ul>\n<\/li>\n<\/ul>\n<p>\u5927\u91cf\u306e\u66f8\u304d\u8fbc\u307f\u3068\u4e2d\u7a0b\u5ea6\u306e\u8aad\u307f\u53d6\u308a<br \/>\n\u66f8\u304d\u8fbc\u307f\u6642\u306e\u30b9\u30ad\u30fc\u30de<br \/>\n\u6b63\u898f\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf<\/p>\n<h3>\u6570\u636e\u5206\u6790\u5546\u5e97<\/h3>\n<p>\u6570\u636e\u5206\u6790\u5b58\u50a8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5927\u89c4\u6a21\u5e76\u884c\u89e3\u51b3\u65b9\u6848\uff0c\u7528\u4e8e\u6570\u636e\u7684\u5bfc\u5165\u3001\u5b58\u50a8\u548c\u5206\u6790\u3002<br \/>\n\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u5730\u63d0\u9ad8\u53ef\u6269\u5c55\u6027\uff0c\u6570\u636e\u88ab\u5206\u6563\u5728\u591a\u53f0\u670d\u52a1\u5668\u4e0a\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf\u5206\u6790<br \/>\n\u4f01\u696d\u306eBI<\/p>\n<p>\u30c7\u30fc\u30bf\u578b<\/p>\n<p>\u8907\u6570\u306e\u30bd\u30fc\u30b9\u304b\u3089\u306e\u5c65\u6b74\u30c7\u30fc\u30bf\u3002<br \/>\n\u901a\u5e38\u306f\u3001&#8221;star&#8221;\u307e\u305f\u306f&#8221;snowflake&#8221;\u30b9\u30ad\u30fc\u30de\u3067\u975e\u6b63\u898f\u5316\u3055\u308c\u3001\u30d5\u30a1\u30af\u30c8\u30c6\u30fc\u30d6\u30eb\u304a\u3088\u3073\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u901a\u5e38\u306f\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3068\u5171\u306b\u8aad\u307f\u8fbc\u307e\u308c\u308b\u3002<br \/>\n\u591a\u304f\u306e\u5834\u5408\u3001\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u306b\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u8907\u6570\u306e\u5c65\u6b74\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u542b\u307e\u308c\u3001&#8221;\u7de9\u3084\u304b\u306b\u5909\u5316\u3059\u308b\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3&#8221; \u3068\u3057\u3066\u53c2\u7167\u3055\u308c\u308b\u3002<\/p>\n<h3>\u4ea4\u6613\u5de5\u4f5c\u8d1f\u8f7d\u4e0e\u5206\u6790\u5de5\u4f5c\u8d1f\u8f7d\u7684\u533a\u522b\u5728\u4e8e\u4ec0\u4e48\uff1f<\/h3>\n<h3>\u6279\u5904\u7406\u4e0e\u5b9e\u65f6\u5904\u7406\u7684\u533a\u522b y\u01d4 de<\/h3>\n<h3>\u6570\u636e\u4ed3\u5e93\u5de5\u4f5c\u8d1f\u8f7d<\/h3>\n<h3>\u5224\u65ad\u4f55\u65f6\u9700\u8981\u6570\u636e\u4ed3\u5e93\u89e3\u51b3\u65b9\u6848<\/h3>\n<h2>\u25a04.2. \u6700\u65b0\u7684\u6570\u636e\u4ed3\u5e93\u7ec4\u4ef6<\/h2>\n<h3>\u30fb\u9488\u5bf9\u6700\u65b0\u7684\u6570\u636e\u4ed3\u5e93\u9700\u6c42\u7684Azure\u6570\u636e\u670d\u52a1<\/h3>\n<h3>\u30fb\u6700\u65b0\u7684\u6570\u636e\u4ed3\u5e93\u67b6\u6784\u548c\u5de5\u4f5c\u8d1f\u8f7d<\/h3>\n<h4>\u84dd\u8272\u6570\u636e\u5de5\u5382<\/h4>\n<p>\u6982\u89c8<\/p>\n<p>\u901a\u8fc7\u4e91\u7aef\u57fa\u4e8eETL\u548c\u6570\u636e\u6574\u5408\u670d\u52a1\uff0c\u53ef\u4ee5\u521b\u5efa\u6570\u636e\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u6765\u5927\u89c4\u6a21\u63a7\u5236\u6570\u636e\u7684\u79fb\u52a8\u548c\u8f6c\u6362\u3002<\/p>\n<p>\u4f7f\u7528Azure\u6570\u636e\u5de5\u5382\u53ef\u4ee5\u521b\u5efa\u6570\u636e\u9a71\u52a8\u7684\u5de5\u4f5c\u6d41\u7a0b\uff08\u7ba1\u9053\uff09\uff0c\u4ece\u5404\u79cd\u6570\u636e\u5b58\u50a8\u4e2d\u5bfc\u5165\u6570\u636e\u5e76\u8fdb\u884c\u8c03\u5ea6\u3002<\/p>\n<p>\u4f7f\u7528\u8ba1\u7b97\u670d\u52a1\uff08\u5982Azure HDInsight Hadoop\u3001Azure Databricks\u3001Azure SQL Database\u7b49\uff09\u548c\u6570\u636e\u6d41\uff0c\u53ef\u4ee5\u53ef\u89c6\u5316\u5730\u521b\u5efa\u590d\u6742\u7684ETL\u6d41\u7a0b\u6765\u8f6c\u6362\u6570\u636e\u3002<br \/>\nAzure Data Factory\u7ba1\u9053\u53ef\u4ee5\u5c06\u53c2\u6570\u4f20\u9012\u7ed9Databricks\u7b14\u8bb0\u672c\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u5c06\u8f6c\u6362\u540e\u7684\u6570\u636e\u53d1\u5e03\u5230Azure Synapse Analytics\u7b49\u6570\u636e\u5b58\u50a8\u4e2d\uff0c\u4ee5\u4fbf\u4ece\u5546\u4e1a\u667a\u80fd(BI)\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4f7f\u7528\u3002<\/p>\n<p>\u901a\u8fc7\u4f7f\u7528Azure Data Factory\uff0c\u6700\u7ec8\u5c06\u539f\u59cb\u6570\u636e\u6574\u7406\u5230\u6709\u610f\u4e49\u7684\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u6e56\u4e2d\uff0c\u5e76\u80fd\u66f4\u51c6\u786e\u5730\u5e94\u7528\u4e8e\u51b3\u7b56\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u7d71\u5408\u30b5\u30fc\u30d3\u30b9\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\">1\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u51e6\u7406\u3059\u308b\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u76ee\u7684\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\">\u5f8c\u7d9a\u306e\u51e6\u7406\u306e\u305f\u3081\u306b\u3001\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf \u30b9\u30c8\u30a2\u306b\u66f8\u304d\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure Data Factory\u306b\u3088\u3063\u3066\u5b9f\u884c\u3055\u308c\u308b\u4f5c\u696d\u3092\u64cd\u4f5c\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Azure Data Factory\u306f\u3001SSIS\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u30af\u30e9\u30a6\u30c9\u306b\u30ea\u30d5\u30c8&amp;\u30b7\u30d5\u30c8\u3057\u3066\u3001\u3059\u3050\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/241-0.png\" alt=\"3-data-factory.png\" \/><\/div>\n<p>\u4e3b\u8981\u7ec4\u4ef6 (zh\u01d4 z\u01d4<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/ul>\n<\/li>\n<\/ul>\n<p>1\u3064\u306e\u4f5c\u696d\u5358\u4f4d\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u8907\u6570\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u304b\u3089\u6210\u308b\u8ad6\u7406\u7684\u306a\u30b0\u30eb\u30fc\u30d7\u3002<br \/>\n\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5185\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u304c\u307e\u3068\u307e\u3063\u30661\u3064\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3002<br \/>\n\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3092\u500b\u5225\u306b\u3067\u306f\u306a\u304f\u3001\u30bb\u30c3\u30c8\u3068\u3057\u3066\u7ba1\u7406\u3067\u304d\u308b\u3053\u3068\u304c\u30e1\u30ea\u30c3\u30c8\u3002<\/p>\n<p>\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3<\/p>\n<p>\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306f\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5185\u306e\u51e6\u7406\u30b9\u30c6\u30c3\u30d7\u3092\u8868\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u79fb\u52d5\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3001\u30c7\u30fc\u30bf\u5909\u63db\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3001\u5236\u5fa1\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e3\u7a2e\u985e\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u5185\u306e\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u8868\u3057\u3066\u3044\u308b\u3002<br \/>\n\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u5185\u3067\u30c7\u30fc\u30bf\u3092\u5165\u529b\u307e\u305f\u306f\u51fa\u529b\u3068\u3057\u3066\u4f7f\u7528\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u30dd\u30a4\u30f3\u30c8\u307e\u305f\u306f\u53c2\u7167\u3059\u308b\u3060\u3051\u3067\u6e08\u3080\u3002<\/p>\n<p>\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9<\/p>\n<p>\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u63a5\u7d9a\u3092\u5b9a\u7fa9\u3059\u308b\u3082\u306e\u3067\u3001Data Factory\u304c\u5916\u90e8\u30ea\u30bd\u30fc\u30b9\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u63a5\u7d9a\u60c5\u5831\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d5\u30ed\u30fc<\/p>\n<p>\u3042\u3089\u3086\u308b\u30b5\u30a4\u30ba\u306e\u30c7\u30fc\u30bf\u306e\u5909\u63db\u306b\u4f7f\u7528\u3067\u304d\u308b\u30c7\u30fc\u30bf\u5909\u63db\u30ed\u30b8\u30c3\u30af\u306e\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u3066\u7ba1\u7406\u3059\u308b\u3002<\/p>\n<p>\u7d71\u5408\u30e9\u30f3\u30bf\u30a4\u30e0\uff1aIntegration Runtime (IR)<\/p>\n<p>\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u3068\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3068\u3092\u6a4b\u6e21\u3057\u3059\u308b\u3002<br \/>\n\u7570\u306a\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883\u9593\u3067\u30c7\u30fc\u30bf\u7d71\u5408\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306bAzure Data Factory\u3068Azure Synapse\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u3088\u3063\u3066\u4f7f\u7528\u3055\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3002<br \/>\n\u7d71\u5408\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u7a2e\u985e<\/p>\n<p>Azure\u7d71\u5408\u30e9\u30f3\u30bf\u30a4\u30e0<\/p>\n<p>\u30c7\u30fc\u30bf\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u8981\u4ef6\u304c\u53b3\u3057\u304f\u3001\u30c7\u30fc\u30bf\u304c\u5730\u7406\u7684\u306a\u7279\u5b9a\u306e\u5834\u6240\u3092\u96e2\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001Azure IR\u3092\u660e\u793a\u7684\u306b\u7279\u5b9a\u306e\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u4f5c\u6210\u3057\u3001\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u304cConnectVia\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e IR \u3092\u6307\u3059\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u30bb\u30eb\u30d5\u30db\u30b9\u30c6\u30c3\u30c9(\u81ea\u5df1\u30db\u30b9\u30c8\u578b)\u7d71\u5408\u30e9\u30f3\u30bf\u30a4\u30e0<br \/>\nAzure-SSIS<\/p>\n<p>\u65e2\u5b58\u306eSSIS\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30ea\u30d5\u30c8\u30a2\u30f3\u30c9\u30b7\u30d5\u30c8\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u308b<\/p>\n<h4>\u84dd\u8272\u6570\u636e\u6e56\u5b58\u50a8<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5927\u91cf\u306e\u751f\u30c7\u30fc\u30bf\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\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\">\u30c7\u30fc\u30bf\u306f\u672a\u52a0\u5de5\u3067\u672a\u51e6\u7406\u3067\u3042\u308b\u305f\u3081\u3001\u8aad\u307f\u8fbc\u307f\u3068\u66f4\u65b0\u306f\u975e\u5e38\u306b\u9ad8\u901f\u3060\u304c\u3001\u30c7\u30fc\u30bf\u306f\u52b9\u7387\u7684\u306a\u5206\u6790\u306b\u9069\u3057\u305f\u69cb\u9020\u3067\u306f\u306a\u3044\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\">\u51e6\u7406\u3055\u308c\u3001\u5206\u6790\u306e\u5b9f\u884c\u306b\u9069\u3057\u305f\u5f62\u5f0f\u306b\u5909\u63db\u3055\u308c\u308b\u524d\u306e\u3001\u53d6\u308a\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u306e\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u30dd\u30a4\u30f3\u30c8\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure Data Lake Storage\u306f\u3001\u57fa\u672c\u7684\u306b Azure Blob Storage\u306e\u62e1\u5f35\u3067\u3042\u308a\u3001\u307b\u307c\u7121\u5236\u9650\u306e\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u7de8\u6210\u3055\u308c\u3066\u3044\u308b\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\">Data Lake Storage Gen2\u306f\u3001\u6570\u767e\u30ae\u30ac\u30d0\u30a4\u30c8\u306e\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u5b89\u5168\u306b\u51e6\u7406\u3057\u306a\u304c\u3089\u3001\u30a8\u30af\u30b5\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u304a\u3088\u3073\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u3053\u306e\u305f\u3081\u3001Data Lake Storage Gen2\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u30d0\u30c3\u30c1\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u4e21\u65b9\u306e\u57fa\u790e\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u308b\u3002<\/ul>\n<p>\u7279\u70b9<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d5\u30a1\u30a4\u30eb\u3092\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\u30b5\u30d6\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u6574\u7406\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u7de8\u6210\u3092\u6539\u5584\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002(\u968e\u5c64\u7684\u306a\u540d\u524d\u7a7a\u9593)<\/ul>\n<\/li>\n<\/ul>\n<p>BLOB\u30b9\u30c8\u30ec\u30fc\u30b8\u3067\u306f\u3001\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u9020\u3092\u6a21\u5023\u3059\u308b\u3053\u3068\u3057\u304b\u3067\u304d\u306a\u3044\u3002<\/p>\n<p>Portable Operating System Interface(POSIX)\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30a2\u30af\u30bb\u30b9\u8a31\u53ef\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3088\u308a\u7d30\u304b\u3044\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1(RBAC)\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u306f\u3001Azure\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u8981\u6c42\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u3001\u30b0\u30eb\u30fc\u30d7\u3001\u30b5\u30fc\u30d3\u30b9\u3001\u307e\u305f\u306f\u7ba1\u7406\u5bfe\u8c61ID\u3092\u8868\u3059\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u306e\u3044\u305a\u308c\u304b\u306b\u3001\u30ed\u30fc\u30eb\u3092\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>Hadoop\u5206\u6563\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0(HDFS)\u3068\u4e92\u63db\u6027\u304c\u3042\u308b\u3002<\/p>\n<p>Hadoop\u306f\u975e\u5e38\u306b\u67d4\u8edf\u3067\u30d7\u30ed\u30b0\u30e9\u30e0\u53ef\u80fd\u306a\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u8abf\u3079\u308b\u305f\u3081\u306b\u591a\u304f\u306e\u7d44\u7e54\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/248-0.png\" alt=\"3-data-lake.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u306e\u5197\u9577\u6027<\/ul>\n<\/li>\n<\/ul>\n<p>\u30ed\u30fc\u30ab\u30eb\u5197\u9577\u30b9\u30c8\u30ec\u30fc\u30b8(LRS)\u3092\u4f7f\u7528\u3057\u30661\u3064\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5185\u306b\u3001\u307e\u305f\u306fgeo\u5197\u9577\u30b9\u30c8\u30ec\u30fc\u30b8(GRS)\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u30bb\u30ab\u30f3\u30c0\u30ea\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u3001\u30c7\u30fc\u30bf\u306e\u5197\u9577\u6027\u3092\u63d0\u4f9b\u3059\u308bAzure Blob\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/p>\n<h4>Azure Databricks \u84dd\u8272\u6570\u636e\u6e56<\/h4>\n<p>Azure Databricks\u662f\u4e3aMicrosoft Azure\u4e91\u670d\u52a1\u5e73\u53f0\u4f18\u5316\u7684\u6570\u636e\u5206\u6790\u5e73\u53f0\u3002<br \/>\nAzure Databricks\u63d0\u4f9b\u4e86\u4e09\u4e2a\u73af\u5883\uff0c\u4e13\u4e3a\u5f00\u53d1\u6570\u636e\u96c6\u4e2d\u578b\u5e94\u7528\u7a0b\u5e8f\u800c\u8bbe\u8ba1\u3002<\/p>\n<p>Databricks SQL \u6570\u636e\u5206\u6790<\/p>\n<p>\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u7684\u5e73\u53f0\uff0c\u53ef\u4ee5\u5728\u6570\u636e\u6e56\u4e2d\u8fd0\u884cSQL\u67e5\u8be2\uff0c\u521b\u5efa\u591a\u79cd\u53ef\u89c6\u5316\u7c7b\u578b\uff0c\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u63a2\u7d22\u67e5\u8be2\u7ed3\u679c\uff0c\u5e76\u6784\u5efa\u548c\u5206\u4eab\u4eea\u8868\u76d8\u3002<\/p>\n<p>\u6570\u636e\u79d1\u5b66\u5728Databricks\u7684\u5de5\u7a0b\u5e94\u7528<\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8eApache Spark\u7684\u5206\u6790\u5e73\u53f0\uff0c\u6709\u65f6\u4e5f\u88ab\u7b80\u79f0\u4e3a\u201c\u5de5\u4f5c\u7a7a\u95f4\u201d\u3002<\/p>\n<p>\u63d0\u4f9b\u80fd\u591f\u4fc3\u8fdb\u6570\u636e\u5de5\u7a0b\u5e08\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u548c\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u4e4b\u95f4\u5408\u4f5c\u7684\u5bf9\u8bdd\u5f0f\u5de5\u4f5c\u7a7a\u95f4\u3002<\/p>\n<p>\u5728\u4f7f\u7528\u5927\u6570\u636e\u7ba1\u9053\u65f6\uff0c\u6570\u636e\uff08\u539f\u59cb\u6570\u636e\u6216\u7ed3\u6784\u5316\u6570\u636e\uff09\u53ef\u4ee5\u901a\u8fc7Azure Data Factory\u6309\u6279\u6b21\u62c6\u5206\u5e76\u5bfc\u5165Azure\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7Apache Kafka\u3001Event Hubs\u548cIoT Hub\u4ee5\u51e0\u4e4e\u5b9e\u65f6\u7684\u65b9\u5f0f\u8fdb\u884c\u6d41\u5f0f\u4f20\u8f93\u3002<\/p>\n<p>\u6b64\u6570\u636e\u65e8\u5728\u5b58\u50a8\u5728\u4e3a\u957f\u671f\u6301\u4e45\u4fdd\u7ba1\u800c\u8bbe\u8ba1\u7684\u6570\u636e\u6e56\uff08Azure Blob Storage\u6216Azure Data Lake Storage\uff09\u4e2d\u3002<\/p>\n<p>\u4f5c\u4e3a\u5de5\u4f5c\u6d41\u7a0b\u5206\u6790\u7684\u4e00\u90e8\u5206\uff0c\u53ef\u4ee5\u4f7f\u7528Azure Databricks\u4ece\u591a\u4e2a\u6570\u636e\u6e90\u8bfb\u53d6\u6570\u636e\uff0c\u5e76\u4f7f\u7528Spark\u5c06\u5176\u8f6c\u5316\u4e3a\u521b\u65b0\u7684\u5206\u6790\u4fe1\u606f\u3002<\/p>\n<p>Databricks \u673a\u5668\u5b66\u4e60<\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u96c6\u6210\u7684\u7aef\u5230\u7aef\u673a\u5668\u5b66\u4e60\u73af\u5883\uff0c\u5176\u4e2d\u5305\u62ec\u5b9e\u9a8c\u8ffd\u8e2a\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u529f\u80fd\u5f00\u53d1\u548c\u7ba1\u7406\u4ee5\u53ca\u529f\u80fd\u548c\u6a21\u578b\u63d0\u4f9b\u7684\u7ba1\u7406\u670d\u52a1\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001Azure\u3067\u5b9f\u884c\u3055\u308c\u308b Apache Spark\u74b0\u5883\u3067\u3042\u308b\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\">\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u975e\u5e38\u306b\u9ad8\u901f\u306b\u4f7f\u7528\u3057\u3066\u51e6\u7406\u3067\u304d\u308b\u3001\u975e\u5e38\u306b\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\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\">\u591a\u6570\u306eSpark\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3042\u308a\u3001SQL\u51e6\u7406\u3084\u96c6\u8a08\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3057\u3001\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u304a\u3088\u3073\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\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\">\u4e00\u9023\u306e\u30d0\u30c3\u30c1 \u30bf\u30b9\u30af\u3068\u3057\u3066\u9001\u4fe1\u3059\u308b\u524d\u306b\u3001\u51e6\u7406\u3092\u6bb5\u968e\u7684\u306b\u5b9a\u7fa9\u304a\u3088\u3073\u30c6\u30b9\u30c8\u3067\u304d\u308b\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\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\">R\u3001Python\u3001Scala\u306a\u3069\u306e\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u3001Databricks\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30c7\u30fc\u30bf\u306e\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>Databricks\u306f\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3078\u306e\u30b3\u30cd\u30af\u30c8\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>Databricks\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af(Snowflake)\u30b3\u30cd\u30af\u30bf\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u306b\u5bfe\u3057\u3066\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br \/>\n\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af(Snowflake)\u30b9\u30ad\u30fc\u30de\u306f\u3001\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u306e\u6b63\u898f\u5316\u3092\u7279\u5fb4\u3068\u3057\u3066\u3044\u308b\u3002<br \/>\n\u300c\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u300d\u306f\u3001\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u306e\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3092\u6b63\u898f\u5316\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308b\u3002<br \/>\n\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u30b9\u30ad\u30fc\u30de\u306f\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u306b\u4f3c\u3066\u3044\u308b\u3002<br \/>\n\u3057\u304b\u3057\u3001\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u30b9\u30ad\u30fc\u30de\u3067\u306f\u3001\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u306f\u8907\u6570\u306e\u95a2\u9023\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u306b\u6b63\u898f\u5316\u3055\u308c\u308b\u304c\u3001\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u306e\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u306f\u975e\u6b63\u898f\u5316\u306e\u72b6\u614b\u3067\u3001\u5404\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u306f\u5358\u4e00\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u8868\u3055\u308c\u308b\u3002<br \/>\n\u8907\u96d1\u306a\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u5f62\u72b6\u306f\u3001\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u30b9\u30ad\u30fc\u30de\u306e\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u304c\u8907\u96d1\u3067\u3001\u8907\u6570\u306e\u30ec\u30d9\u30eb\u306e\u95a2\u4fc2\u304c\u3042\u308a\u3001\u5b50\u30c6\u30fc\u30d6\u30eb\u306b\u8907\u6570\u306e\u89aa\u30c6\u30fc\u30d6\u30eb\u304c\u3042\u308b\u5834\u5408\u306b\u73fe\u308c\u308b\u3002<\/p>\n<p>\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/263-0.png\" alt=\"300px-Star-schema.png\" \/><\/div>\n<ul class=\"post-ul\">\u30b9\u30ce\u30fc\u30d5\u30ec\u30fc\u30af\u30b9\u30ad\u30fc\u30de<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/265-0.png\" alt=\"350px-Snowflake-schema.png\" \/><\/div>\n<h4>Azure Synapse Analytics can be paraphrased in Chinese as &#8220;Azure Synapse\u5206\u6790&#8221; or &#8220;Azure \u534f\u4f5c\u5206\u6790&#8221;.<\/h4>\n<p>Azure Synapse Analytics\u662f\u4e00\u79cd\u96c6\u6210\u7684\u5206\u6790\u5e73\u53f0\uff0c\u5c06\u6570\u636e\u4ed3\u5e93\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u6570\u636e\u96c6\u6210\u548c\u53ef\u89c6\u5316\u878d\u5408\u5728\u4e00\u4e2a\u73af\u5883\u4e2d\u3002<\/p>\n<p>\u8fd9\u4e2a\u662f\u5c06\u5728\u4f01\u4e1a\u6570\u636e\u4ed3\u5e93\u4e2d\u4f7f\u7528\u7684SQL\u6280\u672f\u3001\u7528\u4e8e\u5927\u6570\u636e\u7684Spark\u6280\u672f\u3001\u7528\u4e8e\u65e5\u5fd7\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684Data Explorer\u3001\u7528\u4e8e\u6570\u636e\u6574\u5408\u548cETL\u4ee5\u53caELT\u7684Pipelines\u3001Power BI\u3001CosmosDB\u3001AzureML\u7b49\u5176\u4ed6Azure\u670d\u52a1\u7684\u7d27\u5bc6\u96c6\u6210\u7684\u957f\u5904\u7ed3\u5408\u800c\u6210\u7684\u3002<\/p>\n<p>\u603b\u7ed3<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/270-0.png\" alt=\"synapse-architecture.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u975e\u5e38\u306b\u9ad8\u901f\u306b\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u5206\u6790\u30a8\u30f3\u30b8\u30f3\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\">\u30d5\u30e9\u30c3\u30c8\u30d5\u30a1\u30a4\u30eb\u3001Azure Data Lake\u3001\u305d\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u5916\u90e8\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u3053\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u51e6\u7406\u306b\u9069\u3057\u305f\u5f62\u5f0f\u306b\u5909\u63db\u304a\u3088\u3073\u96c6\u8a08\u3067\u304d\u308b\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\">\u3053\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u3001\u30b0\u30e9\u30d5\u3001\u304a\u3088\u3073\u30c1\u30e3\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure Synapse Analytics\u306f\u3001\u8d85\u4e26\u5217\u51e6\u7406(MPP)\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u306f\u30011\u3064\u306e\u5236\u5fa1\u30ce\u30fc\u30c9\u3068\u3001\u8907\u6570\u306e\u8a08\u7b97(\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0)\u30ce\u30fc\u30c9\u306e\u30d7\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u5236\u5fa1\u30ce\u30fc\u30c9\u306f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u982d\u8133\u3067\u3042\u308a\u3001\u3059\u3079\u3066\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u5bfe\u8a71\u3059\u308b\u30d5\u30ed\u30f3\u30c8 \u30a8\u30f3\u30c9\u3068\u306a\u308b\u3002<\/p>\n<p>MPP\u30a8\u30f3\u30b8\u30f3\u306f\u5236\u5fa1\u30ce\u30fc\u30c9\u3067\u5b9f\u884c\u3055\u308c\u3001\u4e26\u5217\u30af\u30a8\u30ea\u3092\u6700\u9069\u5316\u304a\u3088\u3073\u8abf\u6574\u3059\u308b\u3002<br \/>\n\u51e6\u7406\u8981\u6c42\u3092\u9001\u4fe1\u3059\u308b\u3068\u3001\u5236\u5fa1\u30ce\u30fc\u30c9\u306b\u3088\u3063\u3066\u3088\u308a\u5c0f\u3055\u306a\u8981\u6c42\u306b\u5909\u63db\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306e\u500b\u5225\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u3002<\/p>\n<p>\u8a08\u7b97(\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0)\u30ce\u30fc\u30c9\u306f\u8a08\u7b97\u80fd\u529b\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n<p>\u51e6\u7406\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u5168\u4f53\u306b\u5747\u7b49\u306b\u5206\u6563\u3055\u308c\u308b\u3002<\/p>\n<p>Azure Synapse Analytics\u306f2\u3064\u306e\u8a08\u7b97(\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0)\u30e2\u30c7\u30eb(SQL\u30d7\u30fc\u30eb\u3001Spark\u30d7\u30fc\u30eb)\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<br \/>\nSQL\u30d7\u30fc\u30eb<\/p>\n<p>\u5404\u8a08\u7b97(\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0)\u30ce\u30fc\u30c9\u3067\u306f\u3001Azure SQL Database\u3068Azure Storage\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u3092\u51e6\u7406\u3059\u308b\u3002<br \/>\nTransact-SQL\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u306e\u5f62\u5f0f\u3067\u30af\u30a8\u30ea\u3092\u9001\u4fe1\u3059\u308b\u3068\u3001Azure Synapse Analytics\u306b\u3088\u3063\u3066\u5b9f\u884c\u3055\u308c\u308b\u3002<br \/>\n\u901a\u5e38\u306eSQL Server\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a8\u30f3\u30b8\u30f3\u3068\u306f\u7570\u306a\u308a\u3001Azure Synapse Analytics\u3067\u306f\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u53d7\u4fe1\u3067\u304d\u308b\u3002<br \/>\n\u3053\u308c\u3092\u884c\u3046\u305f\u3081\u306b\u3001Azure Synapse Analytics\u306b\u306fPolyBase\u3068\u3044\u3046\u30c6\u30af\u30ce\u30ed\u30b8\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\nPolyBase\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30bd\u30fc\u30b9\u3068\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30bd\u30fc\u30b9 (\u533a\u5207\u308a\u4ed8\u304d\u30c6\u30ad\u30b9\u30c8 \u30d5\u30a1\u30a4\u30eb\u3001Azure Blob Storage\u3001Azure Data Lake Storage\u306a\u3069) \u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3067\u304d\u308b\u3002<br \/>\n\u8aad\u307f\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092SQL\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066Synapse Analytics\u30b5\u30fc\u30d3\u30b9\u5185\u306b\u4fdd\u5b58\u3067\u304d\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/272-0.png\" alt=\"3-synapse.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spark\u30d7\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>Notebooks\u3067\u66f8\u3044\u305f\u30b3\u30fc\u30c9\u3067\u69cb\u6210\u3055\u308c\u308bSpark\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u3002<br \/>\nNotebooks\u7528\u306e\u30b3\u30fc\u30c9\u306f\u3001C#\u3001Python\u3001Scala\u3001\u307e\u305f\u306fSpark SQL (Transact-SQL\u3068\u306f\u7570\u306a\u308b\u65b9\u8a00\u306eSQL)\u3067\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n<p>Azure Synapse SQL<\/p>\n<p>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304a\u3088\u3073\u30c7\u30fc\u30bf\u4eee\u60f3\u5316\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u5b9f\u88c5\u3067\u304d\u308b\u5206\u6563\u30af\u30a8\u30ea\u30b7\u30b9\u30c6\u30e0\u3002<br \/>\n\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3068\u5c02\u7528\u306e\u4e21\u65b9\u306e\u30ea\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>Azure Synapse Pipelines<\/p>\n<p>Azure Data Factory \u306e\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e ETL \u304a\u3088\u3073\u30c7\u30fc\u30bf\u7d71\u5408\u30b5\u30fc\u30d3\u30b9<\/p>\n<p>Azure Synapse Link<\/p>\n<p>\u30af\u30e9\u30a6\u30c9 \u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9 \u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068\u5206\u6790\u51e6\u7406 (HTAP) \u306e\u6a5f\u80fd\u3002<br \/>\n\u904b\u7528\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8fd1\u3044\u5206\u6790\u3092\u5b9f\u884c\u3067\u304d\u308b\u3002<\/p>\n<p>Azure Synapse Studio<\/p>\n<p>\u3059\u3079\u3066\u306eAzure Synapse Analytics\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u5358\u4e00\u306eWeb UI\u3002<\/p>\n<h4>Azure\u5206\u6790\u670d\u52a1<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Analysis Services\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8868\u5f62\u5f0f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u5206\u6790\u51e6\u7406(OLAP)\u30af\u30a8\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure SQL Database\u3001Azure Synapse Analytics\u3001Azure Data Lake\u3001Azure Cosmos DB\u306a\u3069\u3001\u8907\u6570\u306e\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Analysis Services\u306f\u3001\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u63a5\u7d9a\u3057\u3001\u30c7\u30fc\u30bf\u3092\u7d50\u5408\u3001\u30d5\u30a3\u30eb\u30bf\u30fc\u3001\u304a\u3088\u3073\u96c6\u8a08\u3059\u308b\u30af\u30a8\u30ea\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306b\u5f79\u7acb\u3064\u30b0\u30e9\u30d5\u30a3\u30ab\u30eb\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001Analysis Services \u5185\u304b\u3089\u3053\u306e\u30c7\u30fc\u30bf\u3092\u8abf\u3079\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Azure Analysis Services\u306f\u3001Azure Synapse Analytics\u3068\u6a5f\u80fd\u306e\u9762\u3067\u91cd\u8907\u3057\u3066\u3044\u308b\u90e8\u5206\u304c\u591a\u3044\u304c\u3001\u3088\u308a\u5c0f\u898f\u6a21\u306a\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u308b\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\">\u591a\u304f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001Synapse Analytics Analysis Services\u3092\u4f75\u7528\u3059\u308b\u3053\u3068\u3067\u30e1\u30ea\u30c3\u30c8\u304c\u5f97\u3089\u308c\u308b\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\">Synapse Analytics\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u3088\u308a\u3001\u30c6\u30e9\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u3088\u308a\u5c0f\u3055\u3044\u30b5\u30a4\u30ba\u306b\u524a\u6e1b\u3057\u3066\u3001\u3053\u306e\u30c7\u30fc\u30bf\u306e\u591a\u304f\u3092\u8981\u7d04\u304a\u3088\u3073\u96c6\u8a08\u3059\u308b\u3001\u3088\u308a\u5c0f\u3055\u304f\u3066\u7c21\u6f54\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6b21\u306b\u3001Analysis Services\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u60c5\u5831\u306e\u8a73\u7d30\u306a\u8abf\u67fb\u3092\u5b9f\u884c\u3057\u3001Power BI\u3067\u3053\u306e\u3088\u3046\u306a\u554f\u3044\u5408\u308f\u305b\u306e\u7d50\u679c\u3092\u8996\u899a\u5316\u3067\u304d\u308b\u3002<\/ul>\n<h4>AzureHDInsight (Azure\u9ad8\u6e05\u5927\u6570\u636e)<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure HDInsight\u306f\u3001Azure\u74b0\u5883\u3067 Spark\u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308b\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\">HDInsight\u306b\u306f\u3001\u4e00\u9023\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306b\u51e6\u7406\u3092\u5206\u6563\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u30e2\u30c7\u30eb\u304c\u5b9f\u88c5\u3055\u308c\u3066\u3044\u308b\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\">\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30ce\u30fc\u30c9\u306b\u3088\u3063\u3066Azure SQL Database\u3067\u306f\u306a\u304fSpark\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u304c\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u9664\u3044\u3066\u3001Synapse Analytics\u3067\u4f7f\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u3068\u4f3c\u3066\u3044\u308b\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\">Azure HDInsight\u306f\u3001Azure Synapse Analytics\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u307e\u305f\u306f\u305d\u306e\u4ee3\u308f\u308a\u306b\u4f7f\u7528\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Spark\u3068\u540c\u69d8\u306b\u3001HDInsight\u306f\u3001Apache Kafka\u3084 Apache Hadoop\u51e6\u7406\u30e2\u30c7\u30eb\u306a\u3069\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c6\u30af\u30ce\u30ed\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/278-0.png\" alt=\"3-hdinsight.png\" \/><\/div>\n<h4>Azure Stream Analytics &#8211; Azure\u6d41\u5206\u6790<\/h4>\n<p>\u7b80\u8ff0<\/p>\n<p>Azure Stream Analytics\u662f\u4e00\u4e2a\u5b9e\u65f6\u5206\u6790\u548c\u590d\u5408\u4e8b\u4ef6\u5904\u7406\u5f15\u64ce\uff0c\u65e8\u5728\u540c\u65f6\u5206\u6790\u548c\u5904\u7406\u6765\u81ea\u591a\u4e2a\u6e90\u7684\u5927\u91cf\u9ad8\u901f\u6d41\u5f0f\u6570\u636e\u3002<\/p>\n<p>\u6a21\u5f0f\u548c\u5173\u7cfb\u53ef\u4ee5\u5728\u4ece\u591a\u4e2a\u8f93\u5165\u6e90\u4e2d\u63d0\u53d6\u7684\u4fe1\u606f\u4e2d\u8fdb\u884c\u8bc6\u522b\uff0c\u8fd9\u4e9b\u8f93\u5165\u6e90\u5305\u62ec\u8bbe\u5907\u3001\u4f20\u611f\u5668\u3001\u70b9\u51fb\u6d41\u3001\u793e\u4ea4\u5a92\u4f53\u4f9b\u7a3f\u548c\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<p>\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u6a21\u5f0f\u6765\u89e6\u53d1\u52a8\u4f5c\uff0c\u4ece\u800c\u542f\u52a8\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f8b\u5982\u521b\u5efa\u8b66\u62a5\u3001\u5c06\u4fe1\u606f\u63d0\u4f9b\u7ed9\u62a5\u544a\u751f\u6210\u5de5\u5177\uff0c\u6216\u8005\u5c06\u8f6c\u6362\u540e\u7684\u6570\u636e\u4fdd\u5b58\u4ee5\u4fbf\u540e\u7eed\u4f7f\u7528\u3002<\/p>\n<p>\u540c\u6837\uff0cStream Analytics\u53ef\u4ee5\u5728Azure IoT Edge\u4e2d\u4f7f\u7528\uff0c\u8fd9\u6837\u53ef\u4ee5\u5904\u7406IoT\u8bbe\u5907\u4e0a\u7684\u6570\u636e\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Stream Analytics\u30b8\u30e7\u30d6\u306f\u3001\u5165\u529b\u3001\u30af\u30a8\u30ea\u3001\u304a\u3088\u3073\u51fa\u529b\u3067\u69cb\u6210\u3055\u308c\u308b\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\">Stream Analytics\u306f\u3001Azure Event Hubs(Apache Kafka\u304b\u3089\u306eAzure Event Hubs\u3092\u542b\u3080)\u3001Azure IoT Hub\u3001\u307e\u305f\u306f Azure Blob Storage\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\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\">SQL\u30af\u30a8\u30ea\u8a00\u8a9e\u306b\u57fa\u3065\u304f\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u4e00\u5b9a\u671f\u9593\u306b\u308f\u305f\u308b\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3001\u4e26\u3079\u66ff\u3048\u3001\u96c6\u8a08\u3001\u304a\u3088\u3073\u7d50\u5408\u3092\u5bb9\u6613\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\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\">\u5404\u30b8\u30e7\u30d6\u306b\u306f\u5909\u63db\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e1\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u51fa\u529b\u304c\u542b\u307e\u308c\u308b\u305f\u3081\u3001\u5206\u6790\u3057\u305f\u60c5\u5831\u306b\u5fdc\u3058\u3066\u3069\u306e\u3088\u3046\u306a\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u304b\u3092\u5236\u5fa1\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4f8b\uff1a<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/286-0.png\" alt=\"stream-analytics-e2e-pipeline.png\" \/><\/div>\n<ul class=\"post-ul\">Stream Analytics\u306f\u3001\u53c2\u7167\u30c7\u30fc\u30bf\u306e\u683c\u7d0d\u30ec\u30a4\u30e4\u30fc\u3068\u3057\u3066Azure Blob Storage\u304a\u3088\u3073Azure SQL Database\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/ul>\n<h2>\u25a04.3 \u5728Azure\u4e0a\u8fdb\u884c\u6570\u636e\u5bfc\u5165\u548c\u5904\u7406<\/h2>\n<h3>\u4e00\u822c\u7684\u7684\u6570\u636e\u8bfb\u53d6\u65b9\u6cd5\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>\u6570\u636e\u7684\u5bfc\u5165\u662f\u6570\u636e\u4ed3\u5e93\u89e3\u51b3\u65b9\u6848\u7684\u7b2c\u4e00\u90e8\u5206\uff0c\u4e5f\u662f\u65e0\u7591\u6700\u91cd\u8981\u7684\u90e8\u5206\u3002<br \/>\n\u5982\u679c\u5728\u8fd9\u4e2a\u9636\u6bb5\u6570\u636e\u4e22\u5931\uff0c\u5bfc\u81f4\u6240\u83b7\u5f97\u7684\u4fe1\u606f\u4e0d\u51c6\u786e\uff0c\u53ef\u80fd\u65e0\u6cd5\u4f53\u73b0\u4f5c\u4e3a\u5546\u4e1a\u51b3\u7b56\u57fa\u7840\u7684\u4e8b\u5b9e\u3002<br \/>\n\u5728\u5927\u6570\u636e\u7cfb\u7edf\u4e2d\uff0c\u6570\u636e\u7684\u5bfc\u5165\u5fc5\u987b\u5177\u5907\u8db3\u591f\u7684\u901f\u5ea6\u6765\u6355\u83b7\u53ef\u80fd\u5b58\u5728\u7684\u5927\u91cf\u6570\u636e\uff0c\u5e76\u5177\u5907\u8db3\u591f\u7684\u8ba1\u7b97\u80fd\u529b\u53ca\u65f6\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n<p>Azure\u63d0\u4f9b\u4e86\u51e0\u79cd\u53ef\u7528\u4e8e\u6570\u636e\u5bfc\u5165\u7684\u670d\u52a1\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure Data Factory<\/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\">PolyBase<\/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\">SQL Server Integration Services<\/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\">Azure Databricks<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u306a\u3069<\/ul>\n<h3>AzureData Factory\u7684\u7ec4\u4ef6\uff08\u7ba1\u9053\uff0c\u6d3b\u52a8\u7b49\uff09<\/h3>\n<p>Azure Data Factory \u53ef\u4ee5\u5728\u672c\u5730\u548c\u4e91\u7aef\u7684\u4e24\u4e2a\u73af\u5883\u4e2d\uff0c\u7528\u4e8e\u4ece\u5404\u79cd\u6e90\u4e2d\u8bfb\u53d6\u539f\u59cb\u6570\u636e\u5e76\u8fdb\u884c\u63d0\u53d6\u548c\u8f6c\u6362\u7684\u670d\u52a1\u3002<br \/>\n\u5728\u6570\u636e\u5de5\u5382\u4e2d\uff0c\u5f53\u63d0\u53d6\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u5728\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u6570\u636e\u4ed3\u5e93\u7b49\u5b58\u50a8\u5e93\u4e4b\u524d\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u7406\u3001\u8f6c\u6362\u548c\u91cd\u5efa\u3002<br \/>\n\u4e00\u65e6\u6570\u636e\u8fdb\u5165\u6570\u636e\u4ed3\u5e93\uff0c\u4fbf\u53ef\u8fdb\u884c\u5206\u6790\u3002<br \/>\nAzure Synapse Analytics \u7684\u6570\u636e\u96c6\u6210\u529f\u80fd\u662f\u57fa\u4e8e Azure Data Factory \u7684\uff0c\u53ef\u4ee5\u4ece Azure Synapse Studio \u5185\u8fdb\u884c\u4f7f\u7528\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Data Factory\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5b8c\u5168\u306a\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u4e00\u9023\u306e\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30b7\u30b9\u30c6\u30e0\u304c\u542b\u307e\u308c\u3066\u3044\u308b\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\">\u9759\u7684\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3067\u304d\u308b\u304c\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u3082\u3067\u304d\u308b\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\">Data Factory\u306f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u3092\u63d0\u4f9b\u3059\u308b\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\">\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6307\u793a\u304a\u3088\u3073\u5236\u5fa1\u3057\u3001\u305d\u308c\u3089\u3092\u76f8\u4e92\u306b\u63a5\u7d9a\u3057\u3066\u3001\u305d\u308c\u3089\u306e\u9593\u3067\u30c7\u30fc\u30bf\u304c\u6d41\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Data Factory\u306f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u8907\u96d1\u306a\u64cd\u4f5c\u3092\u5b9f\u884c\u3059\u308b\u4e00\u9023\u306e\u30bf\u30b9\u30af\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u81ea\u52d5\u5316\u3059\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/296-0.png\" alt=\"2-enterprise-bi-adf.png\" \/><\/div>\n<p>Azure Data Factory\u4f7f\u7528\u5404\u79cd\u8d44\u6e90\uff0c\u5305\u62ec\u94fe\u63a5\u670d\u52a1\u3001\u6570\u636e\u96c6\u548c\u7ba1\u9053\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u306f\u3001DataFactory\u304c\u30bd\u30fc\u30b9\u307e\u305f\u306f\u5b9b\u5148\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\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\">\u305f\u3068\u3048\u3070\u3001Azure BlobStorage\u30ea\u30f3\u30af\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\u3092DataFactory\u306b\u63a5\u7d9a\u3057\u305f\u308a\u3001Azure SQLDatabase\u30ea\u30f3\u30af\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066SQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u63a5\u7d9a\u3057\u305f\u308a\u3067\u304d\u308b\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\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u53d6\u308a\u8fbc\u307f\uff08\u5165\u529b\uff09\u307e\u305f\u306f\u4fdd\u5b58\uff08\u51fa\u529b\uff09\u3059\u308b\u30c7\u30fc\u30bf\u3092\u8868\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\">\u30c7\u30fc\u30bf\u306b\u69cb\u9020\u304c\u3042\u308b\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3092\u6307\u5b9a\u3059\u308b\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\">\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u306a\u3044\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\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u30ea\u30f3\u30af\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5165\u529b\u307e\u305f\u306f\u51fa\u529b\u306b\u63a5\u7d9a\u3059\u308b\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\">\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u30bf\u30b9\u30af\u3092\u4e00\u7dd2\u306b\u5b9f\u884c\u3059\u308b\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u8ad6\u7406\u7684\u306a\u30b0\u30eb\u30fc\u30d7\u3067\u3042\u308b\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\">\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306f\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u5b9f\u884c\u3059\u308b\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\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\">\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u624b\u52d5\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3001\u30c8\u30ea\u30ac\u30fc\u3092\u4f7f\u7528\u3057\u3066\u5f8c\u3067\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u8abf\u6574\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c8\u30ea\u30ac\u30fc\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8a08\u753b\u3055\u308c\u305f\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306b\u5f93\u3063\u3066\u3001\u307e\u305f\u306f\u7e70\u308a\u8fd4\u3057\u306e\u9593\u9694\u3067\u3001\u307e\u305f\u306fAzure\u3067\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u5230\u7740\u306a\u3069\u306e\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u751f\u3057\u305f\u3068\u304d\u306b\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u767a\u751f\u3059\u308b\u3088\u3046\u306b\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3067\u304d\u308b\u3002<\/ul>\n<h3>\u6570\u636e\u5904\u7406\u9009\u9879<\/h3>\n<h4>\u851a\u84dd Synapse \u5206\u6790<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/301-0.png\" alt=\"2-synapse.png\" \/><\/div>\n<h4>Azure Databricks: Azure \u6570\u636e\u5206\u6790\u5e73\u53f0<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks\u306f\u3001Azure Blob\u30b9\u30c8\u30ec\u30fc\u30b8\u3001Azure Data Lake Store\u3001Hadoop\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30d5\u30e9\u30c3\u30c8\u30d5\u30a1\u30a4\u30eb\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u4fdd\u6301\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u3082\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\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\">Databricks\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u57fa\u3065\u304f\u62e1\u5f35\u53ef\u80fd\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3092\u4f7f\u7528\u3059\u308b\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\">\u51e6\u7406\u30a8\u30f3\u30b8\u30f3\u306fApache Spark\u306b\u3088\u3063\u3066\u63d0\u4f9b\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f7f\u7528\u3057\u3066Databricks\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3002<\/ul>\n<h4>Azure HDInsight \u662f\u4e00\u79cd\u6570\u636e\u5206\u6790\u670d\u52a1\u3002<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">HDInsight\u306f\u3001SynapseAnalytics\u3068\u540c\u69d8\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u5316\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\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\">HDInsight\u306f\u3001Azure DataLake\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">HDInsight\u3092\u4f7f\u7528\u3057\u3066\u3001Hadoop Map \/ Reduce\u3001Apache Spark\u3001Apache Hive\u3001Apache Kafka\u3001Apache Storm\u3001R\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u3002<\/ul>\n<h4>Azure \u6570\u636e\u5de5\u5382<\/h4>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/307-0.png\" alt=\"2-data-factory-pipeline.png\" \/><\/div>\n<h2>\u25a04.4. \u89e3\u91ca\u5982\u4f55\u5728Microsoft PowerBI\u4e2d\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316<\/h2>\n<p>Power BI\u662f\u4e00\u500b\u7531\u8edf\u4ef6\u670d\u52d9\u3001\u61c9\u7528\u7a0b\u5e8f\u548c\u9023\u63a5\u5668\u7d44\u6210\u7684\u96c6\u5408\uff0c\u901a\u904e\u5c07\u5b83\u5011\u7d50\u5408\u5728\u4e00\u8d77\uff0c\u53ef\u4ee5\u5f9e\u4e0d\u76f8\u95dc\u7684\u6578\u64da\u6e90\u4e2d\u7372\u5f97\u6709\u7d44\u7e54\u4e14\u5be6\u969b\u4e92\u52d5\u7684\u6d1e\u5bdf\u3002<\/p>\n<p>\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u6570\u636e\uff0c\u5982Excel\u7535\u5b50\u8868\u683c\u3001\u4e91\u7aef\u548c\u672c\u5730\u6df7\u5408\u6570\u636e\u4ed3\u5e93\u96c6\u5408\u3002<\/p>\n<p>\u4f7f\u7528Power BI\uff0c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u4e0e\u60a8\u7684\u6570\u636e\u6e90\u7684\u8fde\u63a5\uff0c\u5bf9\u91cd\u8981\u4fe1\u606f\u8fdb\u884c\u53ef\u89c6\u5316\u548c\u63a2\u6d4b\uff0c\u5e76\u4e0e\u9700\u8981\u7684\u4efb\u610f\u7528\u6237\u6216\u6240\u6709\u7528\u6237\u5171\u4eab\u3002<\/p>\n<p>Power BI\u7684\u7ec4\u6210\u8981\u7d20<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Power BI Desktop\u3068\u547c\u3070\u308c\u308b Windows\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/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\">Power BI\u30b5\u30fc\u30d3\u30b9\u3068\u547c\u3070\u308c\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u306eSaaS\u30b5\u30fc\u30d3\u30b9<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Windows\u3001iOS\u3001Android\u30c7\u30d0\u30a4\u30b9\u5411\u3051\u306e Power BI\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea<\/ul>\n<h3>\u9875\u7801\u6807\u8bb0\u7684\u62a5\u544a\u7684\u4f5c\u7528<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Power BI\u30ec\u30dd\u30fc\u30c8\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30de\u30eb\u30c1\u30d1\u30fc\u30b9\u30da\u30af\u30c6\u30a3\u30d6\u8868\u793a\u3067\u3042\u308b\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\">\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u306e\u3055\u307e\u3056\u307e\u306a\u7d50\u679c\u3084\u5206\u6790\u60c5\u5831\u304c\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u3088\u3063\u3066\u8868\u3055\u308c\u308b\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\">\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u5358\u4e00\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3001\u5404\u30da\u30fc\u30b8\u3067\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\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\">\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u3092\u914d\u5e03\u3057\u3066 &#8220;\u30d3\u30b8\u30cd\u30b9 \u30e6\u30fc\u30b6\u30fc&#8221; \u3068\u5171\u6709\u3059\u308b Power BI &#8220;\u30c7\u30b6\u30a4\u30ca\u30fc&#8221;\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Power BI Report Builder\u306f\u3001\u30da\u30fc\u30b8\u4ed8\u3051\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002<\/ul>\n<h3>\u4e92\u52a8\u578b\u62a5\u544a\u7684\u4f5c\u7528<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Power BI\u3067\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u5bfe\u8a71\u578b\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\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\">\u5bfe\u8a71\u578b\u306e\u30c7\u30fc\u30bf\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3067\u9b45\u529b\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3067\u304d\u308b\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\">\u30ec\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u4e0a\u306e\u95a2\u9023\u3059\u308b\u8996\u899a\u30a8\u30d5\u30a7\u30af\u30c8\u3092\u30af\u30ed\u30b9\u5f37\u8abf\u8868\u793a\u304a\u3088\u3073\u30af\u30ed\u30b9 \u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3059\u308b\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\">\u540c\u30581\u3064\u306e\u30ec\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306b\u3042\u308b\u8996\u899a\u5316\u306f\u3001\u76f8\u4e92\u306b\u300c\u3064\u306a\u304c\u3063\u3066\u300d\u304a\u308a\u30011\u3064\u306e\u8996\u899a\u5316\u30671\u3064\u4ee5\u4e0a\u306e\u5024\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u540c\u3058\u5024\u3092\u4f7f\u3046\u4ed6\u306e\u8996\u899a\u5316\u304c\u81ea\u5206\u306e\u9078\u629e\u5185\u5bb9\u306b\u57fa\u3065\u3044\u3066\u5909\u66f4\u3055\u308c\u308b\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\">\u65e2\u5b9a\u3067\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u4e0a\u306e1\u3064\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u3067\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u305d\u306e\u30da\u30fc\u30b8\u4e0a\u306e\u4ed6\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u306b\u5bfe\u3057\u3066\u30af\u30ed\u30b9\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u307e\u305f\u306f\u30af\u30ed\u30b9\u5f37\u8abf\u8868\u793a\u304c\u884c\u308f\u308c\u308b\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\">\u30da\u30fc\u30b8\u4e0a\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u76f8\u4e92\u4f5c\u7528\u3059\u308b\u304b\u306f\u3001\u30ec\u30dd\u30fc\u30c8\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u3088\u3063\u3066\u8a2d\u5b9a\u3055\u308c\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c7\u30b6\u30a4\u30ca\u30fc\u306b\u306f\u3001\u8996\u899a\u7684\u306a\u76f8\u4e92\u4f5c\u7528\u306e\u30aa\u30f3\u3068\u30aa\u30d5\u3092\u5207\u308a\u66ff\u3048\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3001\u65e2\u5b9a\u306e\u30af\u30ed\u30b9\u30d5\u30a3\u30eb\u30bf\u30fc\u51e6\u7406\u3001\u30af\u30ed\u30b9\u5f37\u8abf\u8868\u793a\u3001\u304a\u3088\u3073 \u8a73\u7d30\u8868\u793a\u306e\u52d5\u4f5c\u3092\u5909\u66f4\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308b\u3002<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/318-0.gif\" alt=\"pagefilter3b.gif\" \/><\/div>\n<h3>\u4eea\u8868\u76d8\u7684\u4f5c\u7528<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Power BI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3067\u304d\u308b1\u3064\u306e\u30da\u30fc\u30b8\u304b\u3089\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3042\u308b\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\">\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u30ad\u30e3\u30f3\u30d0\u30b9\u3068\u547c\u3070\u308c\u308b\u5358\u4e00\u306e\u30da\u30fc\u30b8\u306b\u53ce\u307e\u308b\u5fc5\u8981\u304c\u3042\u308b\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\">\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u30b0\u30eb\u30fc\u30d7\u3068\u5171\u6709\u3067\u304d\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u30b0\u30eb\u30fc\u30d7\u306f\u3001Power BI\u30b5\u30fc\u30d3\u30b9\u307e\u305f\u306f\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068\u304d\u306b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u64cd\u4f5c\u3067\u304d\u308b\u3002<\/ul>\n<h3>\u5728PowerBI\u4e2d\u7684\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n<p>\u5728Power BI\u4e2d\uff0c\u901a\u5e38\u7684\u5de5\u4f5c\u6d41\u7a0b\u4ece\u8fde\u63a5\u6570\u636e\u6e90\u5e76\u5728Power BI Desktop\u4e2d\u521b\u5efa\u62a5\u8868\u5f00\u59cb\u3002<\/p>\n<p>\u7136\u540e\uff0c\u901a\u8fc7\u4ecePower BI Desktop\u53d1\u5e03\u62a5\u544a\u5230Power BI\u670d\u52a1\u5e76\u5171\u4eab\uff0c\u4f7fPower BI\u670d\u52a1\u548c\u79fb\u52a8\u8bbe\u5907\u7684\u5546\u4e1a\u7528\u6237\u80fd\u591f\u67e5\u770b\u5e76\u64cd\u4f5c\u62a5\u544a\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9264913a08637a6e2648\/324-0.png\" alt=\"power-bi-overview-blocks.png\" \/><\/div>\n<h1>\u25a0\u53c2\u8003\u6587\u732e<br \/>\n(Only need one option:)<\/h1>\n<p>\u25a0\u6587\u732e\u8d44\u6599<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Microsoft Docs<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Microsoft Learn<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u83b7\u5f97\u4e86\u4e0b\u5217\u8d44\u683c\u3002 DP-900 \uff1a\u5fae\u8f6fAzure\u6570\u636e\u57fa\u7840 AI-900\u3001AI-100\u548cAZ-900\u4e4b\u540e\uff0c\u8fd9\u662f [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50592","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6574\u7406\u4e00\u4e0b\u5728Microsoft Certified: Azure Data Fundamentals(DP-900)\u4e2d\u6240\u8981\u6c42\u7684\u77e5\u8b58 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u6574\u7406\u4e00\u4e0b\u5728microsoft-certified-azure-data-fundamentalsdp-900\u4e2d\u6240\u8981\u6c42\u7684\u77e5\u8b58\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6574\u7406\u4e00\u4e0b\u5728Microsoft Certified: Azure Data Fundamentals(DP-900)\u4e2d\u6240\u8981\u6c42\u7684\u77e5\u8b58\" \/>\n<meta property=\"og:description\" content=\"\u6211\u83b7\u5f97\u4e86\u4e0b\u5217\u8d44\u683c\u3002 DP-900 \uff1a\u5fae\u8f6fAzure\u6570\u636e\u57fa\u7840 AI-900\u3001AI-100\u548cAZ-900\u4e4b\u540e\uff0c\u8fd9\u662f [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u6574\u7406\u4e00\u4e0b\u5728microsoft-certified-azure-data-fundamentalsdp-900\u4e2d\u6240\u8981\u6c42\u7684\u77e5\u8b58\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-09T18:58:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T19:00:30+00:00\" \/>\n<meta property=\"og:image\" 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