{"id":4784,"date":"2024-03-27T13:50:45","date_gmt":"2024-03-27T04:50:45","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=4784"},"modified":"2024-03-27T13:50:45","modified_gmt":"2024-03-27T04:50:45","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%83%91%e3%82%a4%e3%83%97%e3%83%a9%e3%82%a4%e3%83%b3%e6%a7%8b%e7%af%89%e3%81%ab%e5%bd%b9%e7%ab%8b%e3%81%a4%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e7%ae%a1","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/%e3%83%87%e3%83%bc%e3%82%bf%e3%83%91%e3%82%a4%e3%83%97%e3%83%a9%e3%82%a4%e3%83%b3%e6%a7%8b%e7%af%89%e3%81%ab%e5%bd%b9%e7%ab%8b%e3%81%a4%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e7%ae%a1\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306b\u5f79\u7acb\u3064\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u30c4\u30fc\u30eb\u3092\u307e\u3068\u3081\u3066\u307f\u305f"},"content":{"rendered":"\n<p>\u8fd1\u5e74\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u8fd1\u5e74\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n\n<h2>1. \u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3068\u306f\uff1f<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5909\u63db\u3001\u52a0\u5de5\u3001\u5206\u6790\u3001\u53ef\u8996\u5316\u307e\u3067\u306e\u4e00\u9023\u306e\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u306e\u52b9\u7387\u5316<\/strong>: \u624b\u4f5c\u696d\u3067\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u30fb\u7ba1\u7406\u3059\u308b\u5834\u5408\u3068\u6bd4\u3079\u3066\u3001\u5927\u5e45\u306a\u6642\u9593\u3068\u52b4\u529b\u306e\u524a\u6e1b\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u81ea\u52d5\u5316<\/strong>: \u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3057\u3001\u4eba\u70ba\u7684\u306a\u30df\u30b9\u306e\u767a\u751f\u3092\u6291\u6b62\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30c7\u30fc\u30bf\u5206\u6790\u306e\u751f\u7523\u6027\u306e\u5411\u4e0a<\/strong>: \u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u52b9\u7387\u5316\u3068\u81ea\u52d5\u5316\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 79a06e4b-e0a5-412a-890e-48f65b61d2a1 --><\/p>\n\n<h2>2. \u4ee3\u8868\u7684\u306a\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4ee5\u4e0b\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u3067\u3088\u304f\u5229\u7528\u3055\u308c\u308b\u4ee3\u8868\u7684\u306a\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif;font-size: 24pt\"><strong>Apache Airflow<\/strong><\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Apache Airflow<\/strong>\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u3067\u6700\u3082\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u975e\u5e38\u306b\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u8a87\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u6d3b\u767a\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u5b58\u5728\u3059\u308b\u305f\u3081\u3001\u8c4a\u5bcc\u306a\u60c5\u5831\u3084\u30b5\u30dd\u30fc\u30c8\u3092\u5f97\u3089\u308c\u308b\u306e\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3001\u5b66\u7fd2\u66f2\u7dda\u304c\u6bd4\u8f03\u7684 steep \u3067\u3042\u308b\u3053\u3068\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306b\u306f\u5c02\u9580\u77e5\u8b58\u304c\u5fc5\u8981\u306b\u306a\u308b\u70b9\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif;font-size: 24pt\"><strong>Luigi<\/strong><\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Luigi<\/strong>\u306f\u3001Python\u3067\u958b\u767a\u3055\u308c\u305f\u30e9\u30a4\u30d6\u30e9\u30ea\u578b\u306e\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3067\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u4f7f\u3044\u3084\u3059\u304f\u3001\u7fd2\u5f97\u3057\u3084\u3059\u3044\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\u307e\u305f\u3001\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u306b\u306f\u30b3\u30fc\u30c9\u91cf\u304c\u5897\u3048\u3001\u7ba1\u7406\u304c\u96e3\u3057\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Luigi<\/strong>\u306f\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306a\u3069\u3001\u4e3b\u306b\u30d0\u30c3\u30c1\u51e6\u7406\u7cfb\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif;font-size: 24pt\"><strong>Prefect<\/strong><\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Prefect<\/strong>\u306f\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305a\u306bGUI\u3067\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u521d\u5fc3\u8005\u3067\u3082\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u76e3\u8996\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u30c7\u30d0\u30c3\u30b0\u306a\u3069\u306e\u6a5f\u80fd\u3082\u8c4a\u5bcc\u306b\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u7121\u6599\u30d7\u30e9\u30f3\u3067\u306f\u5229\u7528\u3067\u304d\u308b\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif;font-size: 24pt\"><strong>Dagster<\/strong><\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Dagster<\/strong>\u306f\u3001\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u53ef\u80fd\u306b\u3059\u308b\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30a2\u30bb\u30c3\u30c8\u30d9\u30fc\u30b9\u3067\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u6210\u8981\u7d20\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8c4a\u5bcc\u306a\u30d7\u30e9\u30b0\u30a4\u30f3\u306b\u3088\u3063\u3066\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3001\u5b66\u7fd2\u66f2\u7dda\u304c steep \u3067\u3042\u308b\u3053\u3068\u3001\u65e5\u672c\u8a9e\u306e\u60c5\u5831\u304c\u5c11\u306a\u3044\u70b9\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u3068\u3057\u3066\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif;font-size: 24pt\"><strong>Digdag<\/strong><\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Digdag<\/strong>\u306f\u3001\u30b7\u30f3\u30d7\u30eb\u3067\u5206\u304b\u308a\u3084\u3059\u3044\u8a2d\u8a08\u3068\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u7279\u5fb4\u3068\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u65e5\u672c\u8a9e\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30b5\u30dd\u30fc\u30c8\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u65e5\u672c\u8a9e\u3067\u5229\u7528\u3067\u304d\u308b\u74b0\u5883\u3092\u6c42\u3081\u308b\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3001\u6a5f\u80fd\u9762\u3067\u306f\u4ed6\u306e\u30c4\u30fc\u30eb\u306b\u6bd4\u3079\u3066\u52a3\u308b\u90e8\u5206\u304c\u3042\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u306b\u306f\u5411\u304b\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p>&nbsp;<\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4ee5\u4e0b\u306b\u7c21\u5358\u306a\u6bd4\u8f03\u8868\u3092\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u304b\u5546\u7528\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3001\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306a\u3069\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u304a\u3051\u308b\u8981\u4ef6\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39.png\" alt=\"\" width=\"1892\" height=\"930\" class=\"alignnone size-full wp-image-4785\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39.png 1892w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39-300x147.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39-1024x503.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39-768x378.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2024\/03\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2024-03-27-13.44.39-1536x755.png 1536w\" sizes=\"(max-width: 1892px) 100vw, 1892px\" \/><\/p>\r\n<p><!-- notionvc: 1b62c548-b960-45eb-8604-a7ea2f93e2c7 --><\/p>\n\n<h2>3. \u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><\/span><span style=\"font-family: arial, helvetica, sans-serif\">\u4e0a\u8a18\u4ee5\u5916\u306b\u3082\u3001\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u305d\u306e\u4e00\u4f8b\u3067\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Airbyte<\/strong>: \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u9593\u306e\u7d71\u5408\u3092\u81ea\u52d5\u5316\u3059\u308b\u30c4\u30fc\u30eb<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Kafka Streams<\/strong>: \u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Kubeflow Pipelines<\/strong>: \u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb<\/span><\/li>\r\n<\/ul>\r\n<p>&nbsp;<\/p>\n\n<h2>4. \u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306e\u30dd\u30a4\u30f3\u30c8<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u6a5f\u80fd<\/strong>: \u5fc5\u8981\u306a\u6a5f\u80fd\u304c\u63c3\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3069\u3046\u304b<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u4f7f\u3044\u3084\u3059\u3055<\/strong>: \u4f7f\u3044\u3084\u3059\u304f\u3001\u5b66\u7fd2\u66f2\u7dda\u304c steep \u3067\u306a\u3044\u304b\u3069\u3046\u304b<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b3\u30b9\u30c8<\/strong>: \u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3001\u3042\u308b\u3044\u306f\u8cbb\u7528\u5bfe\u52b9\u679c\u304c\u3069\u3046\u304b<\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 210dabba-b752-4f81-adc9-1e45c0255d91 --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306e\u52b9\u7387\u5316\u306b\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u5404\u30c4\u30fc\u30eb\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/strong><\/span><\/b>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Apache Airflow<\/strong>:\u00a0<span style=\"color: #0000ff\"><a href=\"https:\/\/airflow.apache.org\/docs\/\" style=\"color: #0000ff\">https:\/\/airflow.apache.org\/docs\/<\/a><\/span><\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Luigi<\/strong>:<span style=\"color: #0000ff\">\u00a0<a href=\"https:\/\/luigi.readthedocs.io\/en\/stable\/\" style=\"color: #0000ff\">https:\/\/luigi.readthedocs.io\/en\/stable\/<\/a><\/span><\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Prefect<\/strong>: <span style=\"color: #0000ff\"><a href=\"https:\/\/docs.prefect.io\/latest\/\" style=\"color: #0000ff\">https:\/\/docs.prefect.io\/latest\/<\/a><\/span><\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Dagster<\/strong>:\u00a0<span style=\"color: #0000ff\"><a href=\"https:\/\/docs.dagster.io\/\" style=\"color: #0000ff\">https:\/\/docs.dagster.io\/<\/a><\/span><\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Digdag<\/strong>:<span style=\"color: #0000ff\">\u00a0<a href=\"https:\/\/digdag.io\/\" style=\"color: #0000ff\">https:\/\/digdag.io\/<\/a><\/span><\/span><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 1d3650f1-f3fd-4847-9977-e24013a74cdc --><\/p>","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u304c\u307e\u3059\u307e\u3059\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3068\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u81ea\u52d5\u5316\u3057 [&hellip;]<\/p>\n","protected":false},"author":87,"featured_media":4787,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1246],"tags":[558,589,588,587,590,586,559],"class_list":["post-4784","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-infrastructure","tag-airflow","tag-dagster","tag-digdag","tag-luigi","tag-prefect","tag-586","tag-559"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/4784","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=4784"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/4784\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/4787"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=4784"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=4784"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=4784"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}