{"id":4298,"date":"2024-01-11T11:10:30","date_gmt":"2024-01-11T02:10:30","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=4298"},"modified":"2024-01-11T11:12:18","modified_gmt":"2024-01-11T02:12:18","slug":"snowflake%e3%81%aedwh%e3%81%abamazon-s3%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%ad%e3%83%bc%e3%83%89%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/snowflake%e3%81%aedwh%e3%81%abamazon-s3%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e3%83%ad%e3%83%bc%e3%83%89%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95\/","title":{"rendered":"Snowflake\u306eDWH\u306bAmazon S3\u306e\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u4eca\u56de\u306f\u3001Snowflake\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u3001S3\uff08Amazon Simple Storage Service\uff09\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002S3\u306f\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u306a\u4fdd\u7ba1\u3068\u7ba1\u7406\u306b\u9069\u3057\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Snowflake\u3068S3\u3092\u9023\u643a\u3055\u305b\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4eca\u56de\u306f\u3001Snowflake\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u3001S3\uff08Amazon Simple Storage Service\uff09\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u52b9\u679c\u7684\u306b\u7ba1\u7406\u3057\u3001\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002S3\u306f\u30c7\u30fc\u30bf\u306e\u5b89\u5168\u306a\u4fdd\u7ba1\u3068\u7ba1\u7406\u306b\u9069\u3057\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Snowflake\u3068S3\u3092\u9023\u643a\u3055\u305b\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><!-- notionvc: 5b4f78c1-604f-4dd7-9299-9b50cf28ee0f --><\/p>\n\n<h2>DWH\uff08\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff09\u306e\u4f5c\u6210<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Snowflake\u306e\u30b9\u30bf\u30fc\u30c8\u753b\u9762\u304b\u3089\u30c7\u30fc\u30bf\u2192\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u629e\u3057\u3001\u53f3\u4e0a\u306e\uff0b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u4efb\u610f\u306e\u540d\u524d\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4eca\u56de\u306f\u300cTEST_DWH\u300d\u3068\u3057\u307e\u3059\u3002<\/span><!-- notionvc: 05acf6ea-a30d-46ef-a5d4-0b5001d799fc --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.35.37.png\" alt=\"\" width=\"1444\" height=\"1286\" class=\"alignnone size-full wp-image-4299\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.35.37.png 1444w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.35.37-300x267.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.35.37-1024x912.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.35.37-768x684.png 768w\" sizes=\"(max-width: 1444px) 100vw, 1444px\" \/><\/p>\n\n<h2>Snowflake S3\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Snowflake\u306e\u30b9\u30bf\u30fc\u30c8\u753b\u9762\u304b\u3089\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u629e\u3057\u3001\u4f5c\u6210\u3057\u305f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001DWH\u914d\u4e0b\u306bS3\u30ed\u30fc\u30c9\u7528\u306e\u30b9\u30c6\u30fc\u30b8\u300cS3\u300d\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><span style=\"color: #ff0000\"><span style=\"color: #000000\">Snowflake\u306b\u304a\u3051\u308b<\/span><strong>\u30b9\u30c6\u30fc\u30b8\u3068\u306f<\/strong><\/span>\u3001\u30c7\u30fc\u30bf\u306e\u30ed\u30fc\u30c9\u3084\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3001\u30b3\u30d4\u30fc\u306a\u3069\u306e\u30c7\u30fc\u30bf\u64cd\u4f5c\u3092\u884c\u3046\u305f\u3081\u306e\u4eee\u60f3\u7684\u306a\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3084\u5165\u51fa\u529b\u30dd\u30a4\u30f3\u30c8\u3092\u6307\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><span style=\"color: #3366ff\"><strong>Internal Stage\uff08Snowflske\u72ec\u81ea\u306e\u30b9\u30c6\u30fc\u30b8\uff09<\/strong>:<\/span> Snowflake\u81ea\u4f53\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u95a2\u9023\u3065\u3051\u3089\u308c\u305f\u30b9\u30c6\u30fc\u30b8\u3002\u3053\u306e\u30b9\u30c6\u30fc\u30b8\u306f\u3001\u30c7\u30fc\u30bf\u3092\u4e00\u6642\u7684\u306b\u683c\u7d0d\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u3067\u306e\u64cd\u4f5c\u306b\u4f7f\u7528\u3055\u308c\u308b\u3082\u306e\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><span style=\"color: #ff9900\"><strong>External Stage\uff08\u4ed6\u306e\u5a92\u4f53\u306e\u30b9\u30c6\u30fc\u30b8\uff09<\/strong>:<\/span> \u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff08AWS S3\u3001Azure Blob Storage\u3001GCS\u306a\u3069\uff09\u306b\u95a2\u9023\u3065\u3051\u3089\u308c\u305f\u30b9\u30c6\u30fc\u30b8\u3002\u5916\u90e8\u306e\u30d5\u30a1\u30a4\u30eb\u3084\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u307f\u3001\u66f8\u304d\u51fa\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3082\u306e\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48.jpg\" alt=\"\" width=\"1968\" height=\"894\" class=\"alignnone size-full wp-image-4300\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48.jpg 1968w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48-300x136.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48-1024x465.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48-768x349.jpg 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-11-10.54.48-1536x698.jpg 1536w\" sizes=\"(max-width: 1968px) 100vw, 1968px\" \/><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30b9\u30c6\u30fc\u30b8\u304c\u4f5c\u6210\u3055\u308c\u305f\u3089\u3001\u6b21\u306b\u5916\u90e8\u30b9\u30c6\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u5916\u90e8\u30b9\u30c6\u30fc\u30b8\u306f\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u306b\u306a\u308a\u307e\u3059\u3002<\/span><!-- notionvc: 3fb9bc8d-1390-4ffa-8fc7-5faddbc00297 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.44.01.jpg\" alt=\"\" width=\"1536\" height=\"700\" class=\"alignnone size-full wp-image-4301\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.44.01.jpg 1536w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.44.01-300x137.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.44.01-1024x467.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.44.01-768x350.jpg 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u5916\u90e8\u30b9\u30c6\u30fc\u30b8\u306e\u4f5c\u6210\u753b\u9762\u3067\u3001\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u5916\u90e8\u30bd\u30fc\u30b9\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001S3\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/span><!-- notionvc: 4eee2bf4-e180-4090-b7e5-8ba72413db83 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45.png\" alt=\"\" width=\"1598\" height=\"696\" class=\"alignnone size-full wp-image-4302\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45.png 1598w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45-300x131.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45-1024x446.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45-768x334.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.50.45-1536x669.png 1536w\" sizes=\"(max-width: 1598px) 100vw, 1598px\" \/><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u5916\u90e8\u30b9\u30c6\u30fc\u30b8\u306e\u8a73\u7d30\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30b9\u30c6\u30fc\u30b8\u540d\u3092 <span data-token-index=\"1\" class=\"notion-enable-hover\">since<\/span> \u3068\u8a2d\u5b9a\u3057\u3001URL\u3092 <span data-token-index=\"3\" class=\"notion-enable-hover\">s3:\/\/since-sample-data<\/span> 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https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.55.46-1024x432.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/01\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-01-10-11.55.46-768x324.jpg 768w\" sizes=\"(max-width: 1464px) 100vw, 1464px\" \/><\/p>\r\n<p><!-- notionvc: 85be3fd1-cbc4-41ae-aba7-797d5dbcabe1 --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p><span style=\"font-family: arial, helvetica, 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