{"id":6883,"date":"2025-06-25T16:45:20","date_gmt":"2025-06-25T07:45:20","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=6883"},"modified":"2025-06-25T16:45:20","modified_gmt":"2025-06-25T07:45:20","slug":"databricks-lakeflow-survey","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/databricks-lakeflow-survey\/","title":{"rendered":"Databricks LakeFlow \u8abf\u67fb\u30fb\u6d3b\u7528\u30ac\u30a4\u30c9"},"content":{"rendered":"\n<p>\u672c\u8cc7\u6599\u3067\u306f\u3001LakeFlow\u306eGA\u6a5f\u80fd\uff08Connect \/ Declarative Pipelines \/ Jobs\uff09\u306e\u8aac\u660e\u306b\u52a0\u3048\u3001Salesforce\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u30c7\u30e2\u3001\u696d\u52d9\u3067\u306e\u5177\u4f53\u7684\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3001\u4ed6\u793e\u30c4\u30fc\u30eb\u3068\u306e\u6bd4\u8f03\u3001\u3055\u3089\u306bAgent Bricks\u3068\u306e\u9023\u643a\u53ef\u80fd\u6027\u307e\u3067\u5e45\u5e83\u304f\u6574\u7406\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h2>\u6a5f\u80fd\u306e\u8aac\u660e<\/h2>\n<b>\u6a5f\u80fd\u306e\u8aac\u660e<\/b>\r\n<p><strong>Databricks Lakeflow<\/strong> \u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\uff08\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u30fb\u5909\u63db\u30fb\u5b9f\u884c\u30fb\u7ba1\u7406\uff09\u3092\u7d71\u5408\u3057\u305f <strong>\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u30fb\u904b\u7528\u57fa\u76e4<\/strong>\u3067\u3059\u3002<\/p>\r\n<b>\u4e3b\u306a\u69cb\u6210\u8981\u7d20\uff08\u73fe\u5728GA\u6e08\u306e\u3082\u306e\uff09<\/b>\r\n<p><!-- notionvc: 76edec6b-6a5f-4533-8c35-da16beb47dea --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.31.00.png\" alt=\"\" width=\"854\" height=\"192\" class=\"alignnone size-full wp-image-6884\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.31.00.png 854w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.31.00-300x67.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.31.00-768x173.png 768w\" sizes=\"(max-width: 854px) 100vw, 854px\" \/><\/p>\r\n<p>\u203bGUI\u30d9\u30fc\u30b9\u306e\u300cLakeflow Designer\u300d\u306f\u73fe\u5728Private Preview\uff08\u9650\u5b9a\u516c\u958b\uff09\u3067\u3042\u308a\u3001\u4e00\u822c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<!-- notionvc: 26ca45a1-92be-4578-b2ca-fdcae35c2001 --><\/p>\n\n<h2>\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<b>\u30e1\u30ea\u30c3\u30c8\uff08\u65e7\u69cb\u6210\u3068\u306e\u6bd4\u8f03\uff09<\/b>\r\n<ul>\r\n\t<li>\r\n<p><strong>\u4e00\u4f53\u5316\u3055\u308c\u305f\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u6a5f\u80fd<\/strong><\/p>\r\n<p>\u2192 \u3053\u308c\u307e\u3067\u5225\u3005\u3060\u3063\u305f ingestion \/ transform \/ scheduling \u30921\u3064\u306e\u69cb\u6210\u3067\u5b8c\u7d50<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u30ce\u30fc\u30b3\u30fc\u30c9\u3067\u306e\u53d6\u308a\u8fbc\u307f\u304c\u53ef\u80fd\uff08Lakeflow Connect\uff09<\/strong><\/p>\r\n<p>\u2192 Salesforce\u3084Workday\u306a\u3069\u306eSaaS\u30c7\u30fc\u30bf\u3082\u3001\u30b3\u30fc\u30c9\u4e0d\u8981\u3067\u53d6\u5f97\u30fbCDC\u7ba1\u7406\u53ef\u80fd<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u4e00\u4f53\u5316\uff08Unity Catalog\uff09<\/strong><\/p>\r\n<p>\u2192 \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5b9f\u884c\u30ed\u30b0\u3001\u30ea\u30cd\u30fc\u30b8\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u81ea\u52d5\u7ba1\u7406<\/p>\r\n<\/li>\r\n\t<li>\r\n<p><strong>\u958b\u767a\u4f53\u9a13\u304c\u5411\u4e0a<\/strong><\/p>\r\n<p>\u2192 Declarative Pipelines\u3067\u306f\u3001\u518d\u5229\u7528\u6027\u306e\u3042\u308b\u95a2\u6570\u7684\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5b9a\u7fa9\u304c\u53ef\u80fd<\/p>\r\n<\/li>\r\n<\/ul>\r\n<b>\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u6ce8\u610f\u70b9<\/b>\r\n<ul>\r\n\t<li><strong>Unity Catalog\u524d\u63d0\u3067\u306e\u904b\u7528<\/strong>\u304c\u5f37\u304f\u6c42\u3081\u3089\u308c\u308b<\/li>\r\n\t<li><strong>\u65e2\u5b58\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\uff08\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3084DLT\uff09\u304b\u3089\u306e\u79fb\u884c<\/strong>\u306b\u306f\u8abf\u6574\u304c\u5fc5\u8981<\/li>\r\n\t<li><strong>Lakeflow Designer\u306a\u3069\u4e00\u90e8\u6a5f\u80fd\u306f\u672a\u516c\u958b\u307e\u305f\u306f\u30d7\u30ec\u30d3\u30e5\u30fc\u4e2d<\/strong><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 239a59bc-c899-40f5-a7b6-9165d47cd36a --><\/p>\n\n<h2>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u6982\u8981<\/h2>\n<pre><code>[ \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9 (Salesforce, MySQL, etc.) ]\r\n       \u2193\r\nLakeflow Connect (\u30ce\u30fc\u30b3\u30fc\u30c9, CDC\u5bfe\u5fdc)\r\n       \u2193\r\nDeclarative Pipelines (SQL\/Python, DAG\u5b9a\u7fa9)\r\n       \u2193\r\nLakeflow Jobs (\u4f9d\u5b58\u5236\u5fa1, \u30b9\u30b1\u30b8\u30e5\u30fc\u30eb)\r\n       \u2193\r\n[ Delta Lake + Unity Catalog (\u30ac\u30d0\u30ca\u30f3\u30b9\u5c64) ]\r\n<\/code><\/pre>\r\n<ul>\r\n\t<li><strong>Compute\u5c64<\/strong>\uff1aDatabricks\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9 Spark \u30a8\u30f3\u30b8\u30f3<\/li>\r\n\t<li><strong>\u30ac\u30d0\u30ca\u30f3\u30b9\u5c64<\/strong>\uff1aUnity Catalog \u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ea\u30cd\u30fc\u30b8\u7d71\u5408<\/li>\r\n\t<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8<\/strong>\uff1aDelta\u5f62\u5f0f\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30ec\u30a4\u30e4\u306b\u66f8\u304d\u8fbc\u307f<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 988ffa46-5190-4cab-bdc3-273a47a9e1df --><\/p>\n\n<h2>\u5b9f\u969b\u306e\u4f7f\u3044\u65b9\u3001\u52d5\u304b\u3057\u65b9<\/h2>\n<b>\u5229\u7528\u624b\u9806\uff08\u516c\u958b\u6a5f\u80fd\u306e\u307f\uff09<\/b>\r\n<ol>\r\n\t<li><strong>Lakeflow Connect\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/strong>\r\n<ul>\r\n\t<li>GUI\u3067Salesforce\u306a\u3069\u63a5\u7d9a \u2192 \u30c6\u30fc\u30d6\u30eb\u9078\u629e \u2192 CDC or \u30d5\u30eb\u30ed\u30fc\u30c9\u6307\u5b9a<\/li>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/en\/ingestion\/lakeflow-connect.html\">Databricks Lakeflow Connect\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n\t<li><strong>Declarative Pipeline\u306e\u5b9a\u7fa9<\/strong>\r\n<ul>\r\n\t<li>SQL\u3084Python\u3092\u4f7f\u3063\u3066\u3001\u8aad\u307f\u8fbc\u307f\u30fb\u52a0\u5de5\u51e6\u7406\u3092\u5b9a\u7fa9\uff08\u518d\u5229\u7528\u53ef\uff09<\/li>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/aws\/en\/dlt\/\">Lakeflow Declarative Pipelines\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n\t<li><strong>Lakeflow Jobs\u3067\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8a2d\u5b9a<\/strong>\r\n<ul>\r\n\t<li>\u5b9f\u884c\u9806\u30fb\u4f9d\u5b58\u95a2\u4fc2\u3092\u5b9a\u7fa9\u3057\u3001\u6bce\u65e5\/\u6bce\u6642\u3067\u306e\u5b9f\u884c\u3084\u5931\u6557\u901a\u77e5\u306a\u3069\u3092\u7ba1\u7406<\/li>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/aws\/en\/jobs\/\">Lakeflow Jobs\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ol>\r\n<hr \/>\r\n<b>\u52d5\u304b\u3057\u3066\u3044\u308b\u52d5\u753b\uff08GA\u516c\u958b\u6e08\uff09<\/b>\r\n<p>Databricks\u516c\u5f0f\u306b\u3088\u308b Lakeflow \u306e\u5168\u4f53\u30c7\u30e2\uff08Data + AI Summit 2025\uff09<\/p>\r\n<p><a href=\"https:\/\/www.databricks.com\/jp\/resources\/demos\/videos\/lakeflow-demo\">https:\/\/www.databricks.com\/jp\/resources\/demos\/videos\/lakeflow-demo<\/a><\/p>\r\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=84w7mO6IB30\">https:\/\/www.youtube.com\/watch?v=84w7mO6IB<\/a><\/p>\r\n<p><iframe title=\"Get Data Into Databricks - Lakeflow Connect with Salesforce\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/84w7mO6IB30?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\r\n<b>LakeFlow Connect with Salesforce \u30c7\u30e2\u624b\u9806<\/b>\r\n<b>1. Data Ingestion \u306b\u79fb\u52d5<\/b>\r\n<ul>\r\n\t<li>Databricks\u306e\u5de6\u5074\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u300cData Ingestion\u300d\u3078\u79fb\u52d5<\/li>\r\n<\/ul>\r\n<b>2. \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3057\u3066 Salesforce \u3092\u9078\u629e<\/b>\r\n<ul>\r\n\t<li>\u300cDatabricks connectors\u300d\u3067 Salesforce \u3092\u9078\u629e<\/li>\r\n<\/ul>\r\n<b>3. Ingestion Pipeline \u3092\u4f5c\u6210<\/b>\r\n<ul>\r\n\t<li>Pipeline \u540d\u3092\u5165\u529b\uff08\u4f8b\uff1a<code>salesforce_account_pipeline<\/code>\uff09<\/li>\r\n\t<li>Event log \u306e\u4fdd\u5b58\u5148\uff08Catalog \/ Schema\uff09\u3092\u9078\u629e\uff08\u4f8b\uff1a<code>main.default<\/code>\uff09<\/li>\r\n\t<li>\u300cConnection to the source\u300d\u3067\u300c+ Create connection\u300d\u3092\u30af\u30ea\u30c3\u30af<\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.55.53.png\" alt=\"\" width=\"1472\" height=\"822\" class=\"size-full wp-image-6891 aligncenter\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.55.53.png 1472w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.55.53-300x168.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.55.53-1024x572.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.55.53-768x429.png 768w\" sizes=\"(max-width: 1472px) 100vw, 1472px\" \/><\/p>\r\n<p>&nbsp;<\/p>\r\n<b>4. Salesforce Developer Edition \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u6210<\/b>\r\n<ul>\r\n\t<li><a href=\"https:\/\/developer.salesforce.com\/signup\">https:\/\/developer.salesforce.com\/signup<\/a> \u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u7121\u6599\u767b\u9332<\/li>\r\n\t<li>\u767b\u9332\u5f8c\u3001\u30e1\u30fc\u30eb\u3067\u53d7\u4fe1\u3057\u305f\u30ea\u30f3\u30af\u304b\u3089\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u521d\u56de\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u8a2d\u5b9a<\/li>\r\n<\/ul>\r\n<b>5. Databricks \u306b Salesforce \u63a5\u7d9a\u60c5\u5831\u3092\u5165\u529b<\/b>\r\n<ul>\r\n\t<li>\u300cCreate connection\u300d\u3092\u9078\u629e\u3057\u3001\u63a5\u7d9a\u540d\u3092\u5165\u529b<\/li>\r\n\t<li>\u300cAuthenticate and create connection\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u63a5\u7d9a\u3092\u5b8c\u4e86<\/li>\r\n<\/ul>\r\n<b>6. \u63a5\u7d9a\u304c\u6210\u529f\u3057\u305f\u3089\u300cCreate pipeline and continue\u300d\u3092\u30af\u30ea\u30c3\u30af<\/b>\r\n<b>7. Source \u753b\u9762\u3067\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u9078\u629e<\/b>\r\n<ul>\r\n\t<li>Salesforce\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u4e00\u89a7\u304c\u8868\u793a\u3055\u308c\u308b<\/li>\r\n\t<li>\u4f8b\u3068\u3057\u3066 <code>Account<\/code> \u3092\u9078\u629e\u3057\u3001\u300cNext\u300d\u3067\u9032\u3080<\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58.png\" alt=\"\" width=\"2420\" height=\"1336\" class=\"size-full wp-image-6892 aligncenter\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58.png 2420w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58-300x166.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58-1024x565.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58-768x424.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58-1536x848.png 1536w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.49.58-2048x1131.png 2048w\" sizes=\"(max-width: 2420px) 100vw, 2420px\" \/><\/p>\r\n<b>8. Destination\uff08\u4fdd\u5b58\u5148\uff09\u306e\u6307\u5b9a<\/b>\r\n<ul>\r\n\t<li>Databricks\u4e0a\u306e\u4fdd\u5b58\u5148\u30c6\u30fc\u30d6\u30eb\u3092\u6307\u5b9a<\/li>\r\n\t<li>Catalog \/ Schema \/ Table \u540d\u3092\u5b9a\u7fa9\uff08\u4f8b\uff1a<code>main.default.salesforce_accounts<\/code>\uff09<\/li>\r\n\t<li>\u300cSave and continue\u300d<\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26.png\" alt=\"\" width=\"2422\" height=\"1334\" class=\"size-full wp-image-6893 aligncenter\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26.png 2422w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26-300x165.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26-1024x564.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26-768x423.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26-1536x846.png 1536w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.50.26-2048x1128.png 2048w\" sizes=\"(max-width: 2422px) 100vw, 2422px\" \/><\/p>\r\n<b>9. Settings \u306e\u78ba\u8a8d<\/b>\r\n<ul>\r\n\t<li>\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u8a2d\u5b9a\u3084\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u53d6\u308a\u8fbc\u307f\u306e\u6709\u7121\u3092\u78ba\u8a8d<\/li>\r\n\t<li>\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u307e\u307e\u3067\u3082\u69cb\u308f\u306a\u3044<\/li>\r\n\t<li>\u300cSave and run pipeline\u300d\u3067\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8d77\u52d5<\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.02.png\" alt=\"\" width=\"1392\" height=\"808\" class=\"size-full wp-image-6894 aligncenter\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.02.png 1392w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.02-300x174.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.02-1024x594.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.02-768x446.png 768w\" sizes=\"(max-width: 1392px) 100vw, 1392px\" \/><\/p>\r\n<b>10. \u5b9f\u884c\u3068\u7d50\u679c\u306e\u78ba\u8a8d<\/b>\r\n<ul>\r\n\t<li>\u5b8c\u4e86<\/li>\r\n<\/ul>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.58.jpg\" alt=\"\" width=\"1444\" height=\"848\" class=\"alignnone size-full wp-image-6895\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.58.jpg 1444w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.58-300x176.jpg 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.58-1024x601.jpg 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/06\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-06-25-14.57.58-768x451.jpg 768w\" sizes=\"(max-width: 1444px) 100vw, 1444px\" \/><\/p>\r\n<p><!-- notionvc: 50255602-4fba-4858-84d2-5acb87b29669 --><\/p>\r\n<p><!-- notionvc: 4d8c7ac4-8341-4603-82aa-5dbaaa08d100 --><\/p>\n\n<h2>\u696d\u52d9\u3067\u306e\u7528\u9014\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u30fb\u30b7\u30ca\u30ea\u30aa<\/h2>\n<p>LakeFlow Connect\u306f\u3001Databricks\u4e0a\u3067\u30ce\u30fc\u30b3\u30fc\u30c9\/\u30ed\u30fc\u30b3\u30fc\u30c9\u3067\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u30fb\u5b9f\u884c\u3067\u304d\u308b\u6a5f\u80fd\u3067\u3059\u3002\u7279\u306bSaaS\u9023\u643a\u306b\u5f37\u304f\u3001Salesforce\u306a\u3069\u306e\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092\u7c21\u6f54\u306b\u63a5\u7d9a\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306f\u3001CRM\u3068\u5206\u6790\u57fa\u76e4\u3092\u9023\u643a\u3055\u305b\u308b\u30b7\u30ca\u30ea\u30aa\u3067\u3059\u3002\u305f\u3068\u3048\u3070Salesforce\u306b\u4fdd\u5b58\u3055\u308c\u305f\u5546\u8ac7\u60c5\u5831\uff08Opportunity\uff09\u3084\u9867\u5ba2\u60c5\u5831\uff08Account\uff09\u3092\u5b9a\u671f\u7684\u306b\u53d6\u308a\u8fbc\u307f\u3001Databricks\u306eDelta\u30c6\u30fc\u30d6\u30eb\u306b\u84c4\u7a4d\u3059\u308b\u3053\u3068\u3067\u3001\u55b6\u696d\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u53ef\u8996\u5316\u3084\u58f2\u4e0a\u4e88\u6e2c\u5206\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n<p>\u307e\u305f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u90e8\u9580\u3067\u306f\u30ea\u30fc\u30c9\uff08Lead\uff09\u60c5\u5831\u3092\u4ed6\u306e\u30c1\u30e3\u30cd\u30eb\u30c7\u30fc\u30bf\uff08\u4f8b\uff1a\u5e83\u544a\u30ed\u30b0\u3001Web\u30a2\u30af\u30bb\u30b9\u5c65\u6b74\uff09\u3068\u7d50\u5408\u3057\u3001\u30d5\u30a1\u30cd\u30eb\u3054\u3068\u306e\u52b9\u679c\u6e2c\u5b9a\u3084\u65bd\u7b56\u8a55\u4fa1\u3092\u884c\u3046\u30b1\u30fc\u30b9\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p>LakeFlow Connect\u306f\u3001\u5f93\u6765\u306eETL\u3068\u7570\u306a\u308a\u3001\u30b3\u30fc\u30c9\u3092\u307b\u3068\u3093\u3069\u66f8\u304b\u305a\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u305f\u3081\u3001\u696d\u52d9\u90e8\u9580\u3084\u30a2\u30ca\u30ea\u30b9\u30c8\u3067\u3082\u6d3b\u7528\u3057\u3084\u3059\u304f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u5206\u6790\u306e\u30b9\u30d4\u30fc\u30c9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 83d1cca8-95f8-4b2b-8445-d7c9494d6019 --><\/p>\n\n<h2>\u53c2\u8003URL<\/h2>\n<b>\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/b>\r\n<ul>\r\n\t<li>\r\n<p>Databricks Lakeflow \u88fd\u54c1\u6982\u8981<\/p>\r\n<p><a href=\"https:\/\/www.databricks.com\/product\/lakeflow\">https:\/\/www.databricks.com\/product\/lakeflow<\/a><\/p>\r\n<\/li>\r\n\t<li>\r\n<p>Lakeflow Connect<\/p>\r\n<ul>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/en\/ingestion\/lakeflow-connect.html\">Databricks Lakeflow Connect\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n\t<li>\r\n<p>Lakeflow Pipelines<\/p>\r\n<ul>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/aws\/en\/dlt\/\">Lakeflow Declarative Pipelines\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n\t<li>\r\n<p>Lakeflow Jobs<\/p>\r\n<ul>\r\n\t<li><a href=\"https:\/\/docs.databricks.com\/aws\/en\/jobs\/\">Lakeflow Jobs\uff08\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff09<\/a><\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n<b>\u5148\u884c\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\uff08GA\u5bfe\u8c61\u306e\u307f\uff09<\/b>\r\n<ul>\r\n\t<li><a href=\"https:\/\/www.databricks.com\/blog\/introducing-databricks-lakeflow\">Introducing Databricks Lakeflow<\/a><\/li>\r\n\t<li><a href=\"https:\/\/www.databricks.com\/blog\/announcing-general-availability-lakeflow-connect\">Lakeflow Connect GA \u767a\u8868<\/a><\/li>\r\n\t<li><a href=\"https:\/\/www.databricks.com\/jp\/resources\/demos\/videos\/lakeflow-demo\">https:\/\/www.databricks.com\/jp\/resources\/demos\/videos\/lakeflow-demo<\/a><\/li>\r\n\t<li><a href=\"https:\/\/www.youtube.com\/watch?v=84w7mO6IB30\">https:\/\/www.youtube.com\/watch?v=84w7mO6IB30<\/a><\/li>\r\n<\/ul>\r\n<p><!-- notionvc: c1fd8d09-aca6-4139-9725-e1012a19791d --><\/p>\n\n<h2>LakeFlow \u2716\ufe0f Agent Bricks<\/h2>\n<p>\u73fe\u6642\u70b9\uff082025\u5e746\u6708\uff09\u3067\u306f\u3001<strong>LakeFlow \u306b Agent Bricks \u306e\u4f5c\u696d\u3092\u76f4\u63a5\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3080\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093<\/strong>\u3002<\/p>\r\n<p><!-- notionvc: c1c46d0a-b7f3-4672-909d-67c8dc2a4ee8 --><\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p data-start=\"165\" data-end=\"310\">Databricks LakeFlow\u306f\u3001\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u300c\u8a2d\u8a08\u30fb\u5b9f\u884c\u30fb\u7ba1\u7406\u300d\u30921\u3064\u306e\u7d71\u5408\u57fa\u76e4\u3067\u5b9f\u73fe\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3042\u308a\u3001\u7279\u306bConnect \/ Pipelines \/ Jobs \u306e3\u6a5f\u80fd\u306b\u3088\u3063\u3066\u3001\u5f93\u6765\u5206\u65ad\u3055\u308c\u304c\u3061\u3060\u3063\u305fETL\u30d7\u30ed\u30bb\u30b9\u3092\u4e00\u8cab\u6027\u3068\u518d\u5229\u7528\u6027\u3092\u3082\u3063\u3066\u69cb\u7bc9\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u7279\u9577\u3067\u3059\u3002<\/p>\r\n<p data-start=\"312\" data-end=\"463\">GUI\u4e2d\u5fc3\u306e\u30ce\u30fc\u30b3\u30fc\u30c9\u30c7\u30fc\u30bf\u9023\u643a\uff08LakeFlow Connect\uff09\u3001\u5ba3\u8a00\u7684\u3067\u4fdd\u5b88\u6027\u306e\u9ad8\u3044\u5909\u63db\u51e6\u7406\uff08Declarative Pipelines\uff09\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fb\u4f9d\u5b58\u5236\u5fa1\u3092\u542b\u3080\u904b\u7528\u7ba1\u7406\u6a5f\u80fd\uff08LakeFlow Jobs\uff09\u306b\u3088\u308a\u3001<strong data-start=\"424\" data-end=\"455\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u542b\u3080\u90e8\u9580\u3067\u3082\u30c7\u30fc\u30bf\u7d71\u5408\u3092\u63a8\u9032\u3057\u3084\u3059\u3044\u69cb\u6210<\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n<p data-start=\"465\" data-end=\"562\">\u4e00\u65b9\u3067\u3001Unity Catalog\u524d\u63d0\u3067\u306e\u8a2d\u8a08\u3001\u65e2\u5b58\u8cc7\u7523\u304b\u3089\u306e\u79fb\u884c\u8a2d\u8a08\u3001LakeFlow Designer\uff08GUI\u8a2d\u8a08\u30c4\u30fc\u30eb\uff09\u306e\u672a\u516c\u958b\u306a\u3069\u3001\u5c0e\u5165\u306b\u306f\u6bb5\u968e\u7684\u306a\u79fb\u884c\u6226\u7565\u3068\u793e\u5185\u6a29\u9650\u6574\u5099\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\r\n<p data-start=\"564\" 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