{"id":8863,"date":"2026-06-18T02:33:21","date_gmt":"2026-06-17T17:33:21","guid":{"rendered":"https:\/\/since2020.jp\/media\/?p=8863"},"modified":"2026-06-18T02:33:22","modified_gmt":"2026-06-17T17:33:22","slug":"lakeflow-ingest","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/lakeflow-ingest\/","title":{"rendered":"AI\u306b\u6e21\u3059\u524d\u306b\u3001\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u6574\u3048\u308b\u2014\u2014Lakeflow\u304c\u52b9\u304f\u7406\u7531"},"content":{"rendered":"\n

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\u52a0\u5de5\u3092\u3072\u3068\u3064\u306b\u2014\u2014Spark Declarative Pipelines<\/h2>\n\n\n\n

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\"\u767b\u58c7\u8005\u306e\u6a2a\u306b\u300cApache
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\u300cDeclarative\uff08\u5ba3\u8a00\u7684\uff09\u300d\u3068\u306f\u3001\u624b\u9806\u3092\u4e00\u3064\u305a\u3064\u6307\u793a\u3059\u308b\u306e\u3067\u306a\u304f\u300c\u3053\u3046\u3044\u3046\u7d50\u679c\u304c\u6b32\u3057\u3044\u300d\u3068\u3060\u3051\u66f8\u3051\u3070\u3001\u4e2d\u8eab\u306e\u6bb5\u53d6\u308a\u306f\u57fa\u76e4\u5074\u304c\u7d44\u3093\u3067\u304f\u308c\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u3002\u30d0\u30c3\u30c1\u3082\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3082\u3001SQL \u3082 Python \u3082\u3001\u3055\u3089\u306b\u9045\u308c\u3092\u6975\u529b\u6291\u3048\u3066\u51e6\u7406\u3059\u308b Real-Time Mode \u3082\u3001\u540c\u3058\u571f\u53f0\u306e\u4e0a\u3067\u6271\u3048\u308b\u3002\u9053\u5177\u306e\u6301\u3061\u66ff\u3048\u304c\u3001\u3053\u3053\u3067\u6d88\u3048\u308b\u3002<\/p>\n\n\n\n

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\"\u81ea\u7136\u8a00\u8a9e\u3067\u300cSummer
\u81ea\u7136\u8a00\u8a9e\u3067\u300cSummer Getaway\u306b\u9805\u76ee\u3068\u7d5e\u308a\u8fbc\u307f\u3092\u8ffd\u52a0\u3057\u3066\u300d\u3068\u5165\u529b\u3059\u308b\u3068\u51fa\u529b\u30c6\u30fc\u30d6\u30eb\uff081,000\u884c\uff09\u304c\u305d\u306e\u5834\u3067\u30d7\u30ec\u30d3\u30e5\u30fc\u3055\u308c\u308b\u30ce\u30fc\u30b3\u30fc\u30c9\u753b\u9762\u300cLakeflow Designer\u300d\u3002GA\uff08\u6b63\u5f0f\u63d0\u4f9b\uff09\u3068\u3057\u3066\u767a\u8868<\/figcaption><\/figure>\n\n\n\n

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\"Lakeflow\u306e\u5229\u7528\u898f\u6a21\u3092\u793a\u3059\u6570\u5024\u30b9\u30e9\u30a4\u30c9\u30021\u65e5\u3042\u305f\u308a200\u5146\u884c\u3092SDP\u3067\u51e6\u7406\u3001\u670817\u5104\u56de\u306e\u30b8\u30e7\u30d6\u5b9f\u884c\u3001\u9867\u5ba2\u306e50%\u304c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u3067\u7a3c\u50cd\"
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\u3053\u306e\u571f\u53f0\u306e\u5b9f\u529b\u306f\u3001\u898f\u6a21\u306e\u6570\u5b57\u306b\u51fa\u3066\u3044\u308b\u3002Spark Declarative Pipelines\uff08SDP\uff09\u304c\u65e5\u3005\u3055\u3070\u304f\u306e\u306f\u30011\u65e5\u3042\u305f\u308a200\u5146\u884c\u3002\u30b8\u30e7\u30d6\u306e\u5b9f\u884c\u306f\u6708\u306b17\u5104\u56de\u3002\u3055\u3089\u306b\u9867\u5ba2\u306e\u534a\u6570\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\uff08\u81ea\u524d\u3067\u30b5\u30fc\u30d0\u30fc\u3092\u7ba1\u7406\u305b\u305a\u3001\u4f7f\u3063\u305f\u5206\u3060\u3051\u52d5\u304b\u3059\u5f62\uff09\u3067\u52d5\u304b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n

\u6570\u5b57\u306e\u5927\u304d\u3055\u306b\u5727\u5012\u3055\u308c\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002\u8981\u70b9\u306f\u5225\u306b\u3042\u308b\u3002\u3059\u3067\u306b\u672c\u756a\u306e\u91cd\u3044\u8ca0\u8377\u3067\u56de\u3063\u3066\u3044\u308b\u571f\u53f0\u3060\u3001\u3068\u3044\u3046\u4e8b\u5b9f\u3060\u3002\u5b9f\u9a13\u6bb5\u968e\u306e\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001\u65e5\u3005\u306e\u696d\u52d9\u304c\u3053\u306e\u4e0a\u3067\u52d5\u3044\u3066\u3044\u308b\u3002<\/p>\n\n\n\n

\u6bb5\u53d6\u308a\u3082\u675f\u306d\u308b\u2014\u2014\u65e2\u5b58\u3092\u6368\u3066\u3055\u305b\u306a\u3044<\/h2>\n\n\n\n

\u52a0\u5de5\u306e\u6b21\u306f\u3001\u3044\u3064\u30fb\u3069\u306e\u9806\u3067\u52d5\u304b\u3059\u304b\u3068\u3044\u3046\u6bb5\u53d6\u308a\uff08\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\uff09\u3002\u3053\u3053\u3067\u3082\u65e2\u5b58\u306e Airflow \u7cfb\u306850\u4ee5\u4e0a\u306e\u7d71\u5408\u304c\u7528\u610f\u3055\u308c\u3001\u5225\u7269\u306b\u4e57\u308a\u63db\u3048\u306a\u304f\u3066\u3082\u675f\u306d\u3089\u308c\u308b\u3002\u4eca\u3042\u308b\u3082\u306e\u3092\u6368\u3066\u3055\u305b\u305a\u3001\u4e0a\u304b\u3089\u675f\u306d\u308b\u3002\u3053\u306e\u59ff\u52e2\u306f\u3001\u57fa\u8abf\u8b1b\u6f14\u3092\u901a\u3057\u3066\u4e00\u8cab\u3057\u3066\u3044\u305f\u3002<\/p>\n\n\n\n

\u571f\u53f0\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u306b\u306f Apache Iceberg \u3068\u3044\u3046\u30aa\u30fc\u30d7\u30f3\u306a\u5f62\u5f0f\u3092\u63a1\u7528\u3002\u7279\u5b9a\u30d9\u30f3\u30c0\u30fc\u306e\u5009\u5eab\u306b\u9589\u3058\u8fbc\u3081\u305a\u3001\u5f62\u5f0f\u3092\u30aa\u30fc\u30d7\u30f3\u306b\u4fdd\u3064\u3053\u3068\u3067\u3001\u5f8c\u304b\u3089\u5225\u306e\u9053\u5177\u306b\u4e57\u308a\u63db\u3048\u308b\u81ea\u7531\u3092\u6b8b\u3059\u3002\u30ed\u30c3\u30af\u30a4\u30f3\uff08\u56f2\u3044\u8fbc\u307f\uff09\u3092\u907f\u3051\u308b\u3001\u3068\u3044\u3046\u8003\u3048\u65b9\u3060\u3002\u96c6\u3081\u3066\u6574\u3048\u308b\u6bb5\u968e\u3067\u56f2\u3044\u8fbc\u307e\u308c\u3066\u3057\u307e\u3046\u3068\u3001\u305d\u306e\u5148\u306e AI \u6d3b\u7528\u307e\u3067\u8eab\u52d5\u304d\u304c\u53d6\u308c\u306a\u304f\u306a\u308b\u3002\u624b\u524d\u3067\u9003\u3052\u9053\u3092\u65ad\u305f\u306a\u3044\u8a2d\u8a08\u3001\u3068\u8a00\u3044\u63db\u3048\u3066\u3082\u3044\u3044\u3002<\/p>\n\n\n\n

\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u300cAI\u304c\u66f8\u304f\u300d\u6642\u4ee3\u3078<\/h2>\n\n\n\n

\u305d\u3057\u3066\u3001\u3053\u306e\u6574\u3048\u308b\u4f5c\u696d\u305d\u306e\u3082\u306e\u3092\u3001AI \u304c\u62c5\u3044\u59cb\u3081\u3066\u3044\u308b\u3002\u81ea\u5f8b\u7684\u306b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u7d44\u3080\u300cGenie Code\u300d\u306f\u3001Lakeflow \u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e60%\u3092\u3001\u308f\u305a\u304b3\u30f6\u6708\u3067\u751f\u6210\u3057\u305f\u3068\u3044\u3046\u3002<\/p>\n\n\n\n

\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306f\u3001\u9577\u3089\u304f\u719f\u7df4\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u624b\u4ed5\u4e8b\u3060\u3063\u305f\u3002\u305d\u308c\u3092 AI \u304c\u4e0b\u66f8\u304d\u3057\u3001\u4eba\u304c\u78ba\u304b\u3081\u3066\u4ed5\u4e0a\u3052\u308b\u3002\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u6574\u3048\u308b\u3068\u3044\u3046\u3001\u5730\u5473\u3060\u304c\u6b20\u304b\u305b\u306a\u3044\u5de5\u7a0b\u304c\u3001\u4eba\u624b\u306e\u7dcf\u91cf\u304b\u3089\u5c11\u3057\u305a\u3064\u89e3\u304d\u653e\u305f\u308c\u3064\u3064\u3042\u308b\u3002<\/p>\n\n\n\n

\u62bc\u3055\u3048\u3069\u3053\u308d<\/h2>\n\n\n\n

\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\uff08\u610f\u5473\u306e\u5730\u56f3\uff09\u3084 Genie \u306e\u3088\u3046\u306a AI \u306e\u540c\u50da\u304c\u83ef\u3084\u304b\u306b\u898b\u3048\u3066\u3082\u3001\u305d\u308c\u3089\u304c\u300c\u6839\u62e0\u306e\u3042\u308b\u7b54\u3048\u300d\u3092\u8fd4\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u3082\u3063\u3068\u624b\u524d\u3067\u6c7a\u307e\u3063\u3066\u3044\u308b\u3002\u826f\u8cea\u306a\u6587\u8108\u306e\u5143\u306b\u306a\u308b\u306e\u306f\u3001\u793e\u5185\u306e\u3042\u3061\u3053\u3061\u306b\u6563\u3089\u3070\u3063\u305f\u30c7\u30fc\u30bf\u3002\u305d\u308c\u304c\u6ede\u308a\u306a\u304f\u96c6\u307e\u308a\u3001\u304d\u308c\u3044\u306b\u6574\u3044\u3001\u8ab0\u304c\u89e6\u308c\u305f\u304b\u5206\u304b\u308b\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3002\u52dd\u8ca0\u306f\u3001\u305d\u3053\u3060\u3002<\/p>\n\n\n\n

\u554f\u3044\u76f4\u3059\u3079\u304d\u306f\u3001\u3053\u3046\u3060\u3002\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u306f\u3001AI\u306b\u6e21\u305b\u308b\u72b6\u614b\u307e\u3067\u300c\u96c6\u307e\u3063\u3066\u3001\u6574\u3063\u3066\u300d\u3044\u308b\u304b\u3002\u305d\u308c\u3068\u3082\u3001\u3064\u306a\u304e\u76ee\u3060\u3089\u3051\u306e\u914d\u7ba1\u306e\u7dad\u6301\u306b\u3001\u3044\u307e\u3082\u4eba\u624b\u3092\u53d6\u3089\u308c\u7d9a\u3051\u3066\u3044\u308b\u304b\u3002\u6d3e\u624b\u306a\u30e2\u30c7\u30eb\u9078\u3073\u306e\u524d\u306b\u3001\u8db3\u5143\u3092\u6574\u3048\u308b\u3053\u3068\u304c\u52b9\u3044\u3066\u304f\u308b\u3002<\/p>\n\n\n\n

\u95a2\u9023\uff1a\u751f\u6210AI\u306b\u300c\u81ea\u793e\u306e\u6587\u8108\u300d\u3092\u6e21\u3059\u30b5\u30fc\u30d3\u30b9\u300cOntology Boost\u300d<\/h2>\n\n\n\n

Lakeflow\u3067\u8db3\u5143\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3066\u6574\u3048\u308b\u306e\u306f\u624b\u6bb5\u3067\u3042\u3063\u3066\u3001\u76ee\u7684\u306f\u300cAI\u306b\u81ea\u793e\u306e\u6587\u8108\u3092\u6e21\u3059\u300d\u3053\u3068\u2014\u2014\u3053\u308c\u306f\u3001\u79c1\u305f\u3061SiNCE\u304c\u63d0\u4f9b\u3092\u958b\u59cb\u3057\u305f\u30b5\u30fc\u30d3\u30b9 \u300cOntology Boost\u300d<\/strong> \u304c\u307e\u3055\u306b\u53d6\u308a\u7d44\u3080\u9818\u57df\u3067\u3059\u3002\u751f\u6210AI\uff08ChatGPT\u30fbClaude\u30fbGemini\u306a\u3069\uff09\u304c\u3001\u5fa1\u793e\u56fa\u6709\u306e\u7528\u8a9e\u30fbKPI\u30fb\u696d\u52d9\u30eb\u30fc\u30eb<\/strong>\u306b\u6cbf\u3063\u3066”\u6839\u62e0\u306e\u3042\u308b”\u56de\u7b54\u3092\u8fd4\u305b\u308b\u3088\u3046\u3001\u77e5\u8b58\u57fa\u76e4\uff08\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\uff09\u306e\u69cb\u7bc9\u30fb\u63a5\u7d9a\u30fb\u904b\u7528\u307e\u3067\u3092\u4e00\u8cab\u652f\u63f4<\/strong>\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u30b5\u30fc\u30d3\u30b9\u8a73\u7d30\uff1ahttps:\/\/since2020.jp\/ontology<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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