{"id":37066,"date":"2023-10-16T18:49:55","date_gmt":"2023-03-18T02:51:33","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/databricks%e6%80%bb%e7%bb%93%e9%a1%b5%e9%9d%a2%ef%bc%88%e7%ac%ac%e4%ba%8c%e9%83%a8%e5%88%86%ef%bc%89\/"},"modified":"2024-05-04T04:34:24","modified_gmt":"2024-05-03T20:34:24","slug":"databricks%e6%80%bb%e7%bb%93%e9%a1%b5%e9%9d%a2%ef%bc%88%e7%ac%ac%e4%ba%8c%e9%83%a8%e5%88%86%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/databricks%e6%80%bb%e7%bb%93%e9%a1%b5%e9%9d%a2%ef%bc%88%e7%ac%ac%e4%ba%8c%e9%83%a8%e5%88%86%ef%bc%89\/","title":{"rendered":"Databricks\u603b\u7ed3\u9875\u9762\uff08\u7b2c\u4e8c\u90e8\u5206\uff09"},"content":{"rendered":"<p>\u6211\u6b63\u5728\u6574\u7406\u6211\u81ea\u5df1\u7ffb\u8bd1\u6216\u53d1\u5e03\u7684Databricks\u6587\u7ae0\uff0c\u4f1a\u968f\u65f6\u66f4\u65b0\u3002<\/p>\n<div>\u7531\u4e8e\u6587\u7ae0\u6570\u91cf\u589e\u52a0\uff0c\u6240\u4ee5\u8fdb\u884c\u4e86\u5206\u5272\u6210\u4e24\u90e8\u5206\u3002\u7b2c\u4e00\u90e8\u5206\u5728\u8fd9\u91cc\u3002<\/div>\n<h1>\u529f\u80fd\u8bf4\u660e<\/h1>\n<h2>Apache Spark is an open-source distributed computing system that is designed to process data and perform analytics at large scale.<\/h2>\n<p>Apace Spark\u662f\u7531Databricks\u7684\u521b\u59cb\u4eba\u4eec\u5f00\u53d1\u7684\u5e76\u884c\u5206\u5e03\u5f0f\u5904\u7406\u6846\u67b6\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Apache Spark\u2122 3.1\u306e\u3054\u7d39\u4ecb<\/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 Apache Spark\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\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\">Databricks Apache Spark\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/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 Apache Spark\u6a5f\u68b0\u5b66\u7fd2\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/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\">Koalas\u306e\u3054\u7d39\u4ecb<\/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\u306b\u304a\u3051\u308bApache Spark\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u3054\u7d39\u4ecb<\/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\">Apache Spark\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306b\u306a\u308b\u3079\u304d5\u3064\u306e\u7406\u7531<\/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\">Apache Spark 2.4\u306b\u304a\u3051\u308b\u30d3\u30eb\u30c8\u30a4\u30f3\u753b\u50cf\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u3054\u7d39\u4ecb<\/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\">Apache Spark 3.0\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308bR\u306eI\/O\u306e\u30d9\u30af\u30c8\u30eb\u5316<\/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\u898f\u6a21\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u305f\u3081\u306eApache Spark\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u3054\u7d39\u4ecb<\/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\">PySpark\u3092\u7528\u3044\u305f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u306e\u30c8\u30d4\u30c3\u30af\u62bd\u51fa\u306e\u305f\u3081\u306e\u5b9f\u9a13\u30d1\u30a4\u30d7\u30e9\u30a4\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\">\u53ef\u8996\u5316\u3092\u901a\u3058\u305fApache Spark\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7406\u89e3<\/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\">Apache Spark\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u65b0\u305f\u306a\u53ef\u8996\u5316\u6a5f\u80fd<\/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\">Apache Spark 3.0\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0UI<\/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\">Koalas 1.0\u306e\u3054\u7d39\u4ecb<\/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\u3064\u306eApache Spark API\u306e\u7269\u8a9e\uff1aRDD\u5bfe\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\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\">Apache Spark\u306b\u3088\u308bTensorFlow\u3001PyTorch\u3078\u306e\u30c7\u30fc\u30bf\u5909\u63db\u306e\u7c21\u7d20\u5316<\/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\">Apache Spark\u2122\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u30aa\u30fc\u30c8\u30d1\u30a4\u30ed\u30c3\u30c8\u30e2\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\">\u30b7\u30f3\u30b0\u30eb\u30ce\u30fc\u30c9\u30de\u30b7\u30f3\u306b\u304a\u3051\u308bApache Spark\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/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\">Low Shuffle Merge\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\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\">Databricks\u306b\u304a\u3051\u308bPySpark\u3001pandas\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u5909\u63db\u306e\u6700\u9069\u5316<\/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\">Apache Spark\u2122 3.2\u306b\u304a\u3051\u308bPandas API\u306e\u30b5\u30dd\u30fc\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\">Databricks\u3067Apache Spark\u30b3\u30fc\u30c9\u3092\u9ad8\u901f\u306b\u30c7\u30d0\u30c3\u30b0\u3059\u308b7\u3064\u306eTips<\/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\u3067Spark\u30b3\u30fc\u30c9\u306e\u30c7\u30d0\u30c3\u30b0\u3092\u5bb9\u6613\u306b\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\">Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u304a\u3051\u308b\u30bb\u30c3\u30b7\u30e7\u30f3\u30a6\u30a3\u30f3\u30c9\u30a6\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\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\">Apache Spark\u2122 3.2\u306e\u3054\u7d39\u4ecb<\/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\">Spark SQL\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570\u306e\u3054\u7d39\u4ecb<\/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\">\u30b7\u30f3\u30b0\u30eb\u30de\u30b7\u30f3\u30671\u5146\u30ec\u30b3\u30fc\u30c9\u3092\u79d2\u3067\u51e6\u7406\u3059\u308b\uff1a\u3069\u3046\u3057\u3066Nested Loop Join\u304c\u3053\u308c\u307b\u3069\u9ad8\u901f\u306b\u306a\u3063\u305f\u306e\u304b<\/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\">Spark\u306b\u304a\u3051\u308bPandas API<\/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\">Adaptive Query Execution : Spark SQL\u306e\u5b9f\u884c\u30b9\u30d4\u30fc\u30c9\u306e\u9ad8\u901f\u5316<\/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\u9ad8\u901f\u306b : Databricks\u306b\u304a\u3051\u308bAdaptive Query Execution<\/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\">Spark Web UI &#8211; Spark\u306e\u51e6\u7406\u3092\u7406\u89e3\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\">Databricks\u306eAdaptive Query Execution<\/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\">Spark\u306b\u304a\u3051\u308bGanglia\u306e\u6d3b\u7528\uff1a\u53ef\u80fd\u306a\u9650\u308a\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u6700\u9069\u306a\u3082\u306e\u306b<\/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\u306b\u304a\u3051\u308bSpark pandas\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570<\/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\">Python\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u7528\u3044\u305f\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0<\/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\u306b\u304a\u3051\u308b\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u672c\u683c\u904b\u7528<\/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\">Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/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\">\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\uff1a2021\u5e74\u306e\u632f\u308a\u8fd4\u308a<\/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\u306b\u304a\u3051\u308bPython\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570(UDF)<\/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\">\u30b2\u30b9\u30c8\u30d6\u30ed\u30b0\uff1aApache Spark\u306f\u3069\u306e\u3088\u3046\u306bHadoop\u306b\u512a\u3063\u3066\u3044\u308b\u306e\u304b<\/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\">Apache Spark\u3068Hadoop\uff1a\u529b\u3092\u5408\u308f\u305b\u3066<\/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\u306e\u30af\u30a8\u30ea\u30fc\u30d2\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\">Apache Spark 2.1\u306b\u304a\u3051\u308b\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5411\u3051\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0<\/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\">Apache Spark\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/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\">Spark SQL\u306eCatalyst\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u3078\u306e\u30c7\u30a3\u30fc\u30d7\u30c0\u30a4\u30d6<\/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\">Spark\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u6226\u7565<\/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\u306b\u304a\u3051\u308b\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306e\u53d6\u308a\u6271\u3044<\/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\">Spark\u306e\u30d1\u30fc\u30c6\u30a3\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\">SAS\u958b\u767a\u8005\u5411\u3051Databricks\u3068PySpark\u306e\u3054\u7d39\u4ecb<\/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\">PySpark\u306b\u304a\u3051\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30af\u30a8\u30ea\u30fc\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u65b9\u6cd5<\/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\">\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3068Databricks SQL\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u307f\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\">Spark\u306e\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0<\/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\">Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u306b\u79fb\u884c\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\">\u975e\u540c\u671f\u30b9\u30c6\u30fc\u30c8\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30af\u30a8\u30ea\u30fc\u306e\u9ad8\u901f\u5316<\/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\u306b\u304a\u3051\u308b\u30d5\u30a1\u30a4\u30eb\u30e1\u30bf\u30c7\u30fc\u30bf\u30ab\u30e9\u30e0<\/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\">Apache Spark\u2122 3.1\u30ea\u30ea\u30fc\u30b9\u306b\u304a\u3051\u308b\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u65b0\u6a5f\u80fd<\/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\">Apache Spark\u3068Photon\u304cSIGMOD\u306e\u8cde\u3092\u53d7\u8cde<\/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\">Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u304a\u3051\u308b\u4efb\u610f\u306e\u30c7\u30fc\u30bf\u30b7\u30f3\u30af\u3078\u306e\u66f8\u304d\u8fbc\u307f<\/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\">Spark\u306eSelect\u3068Select-expr\u306e\u30c7\u30a3\u30fc\u30d7\u30c0\u30a4\u30d6<\/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\">Spark\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u304a\u3051\u308bSelect\u3068Expr<\/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\u30f3\u30d7\u30eb\u3092\u901a\u3058\u305fPandas\u3068PySpark\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306e\u6bd4\u8f03<\/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\">Spark\u306b\u304a\u3051\u308bpartitionBy\u306b\u3088\u308b\u30c7\u30a3\u30b9\u30af\u4e0a\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0<\/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\">Apache Spark 2.3\u306b\u304a\u3051\u308b\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u4f4e\u30ec\u30fc\u30c6\u30f3\u30b7\u30fc\u9023\u7d9a\u51e6\u7406\u30e2\u30fc\u30c9\u306e\u3054\u7d39\u4ecb<\/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\">Pandas\u3092\u4f7f\u3046\u306e\u3092\u3084\u3081\u3066Scala\u3067Spark\u3092\u4f7f\u3044\u59cb\u3081\u307e\u3057\u3087\u3046<\/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\">Spark Connect\u306e\u3054\u7d39\u4ecb &#8211; \u3069\u3053\u3067\u3082Apache Spark\u306e\u30d1\u30ef\u30fc\u3092<\/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\">\u5206\u6790\u3092\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u308b\u305f\u3081\u306bSpark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u6d3b\u7528\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\">Spark\u3092\u7528\u3044\u305f\u30b5\u30f3\u30d5\u30e9\u30f3\u30b7\u30b9\u30b3\u6d88\u9632\u7f72\u306e\u901a\u5831\u30c7\u30fc\u30bf\u306e\u5206\u6790<\/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\">\u8cc7\u683c\u60c5\u5831\u30d1\u30b9\u30b9\u30eb\u30fc\u3092\u4f7f\u7528\u3057\u305fADLS\u30de\u30a6\u30f3\u30c8\u30dd\u30a4\u30f3\u30c8\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308bzip\u30d5\u30a1\u30a4\u30eb\u3092Databricks\u304b\u3089\u64cd\u4f5c\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\">Databricks\u306b\u304a\u3051\u308bpandas function API<\/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\u30e9\u30f3\u30bf\u30a4\u30e011.0\u306b\u304a\u3051\u308bApache Spark\u2122 3.3\u306e\u3054\u7d39\u4ecb<\/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\">\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305fSpark\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\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\">Spark 3.3.0\u306b\u304a\u3051\u308bJoin\u30aa\u30da\u30ec\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\">Apache Spark 2.4\u306b\u304a\u3051\u308b\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u578b\u5411\u3051\u306e\u65b0\u305f\u306a\u30d3\u30eb\u30c8\u30a4\u30f3\u95a2\u6570\u3068\u9ad8\u968e\u95a2\u6570\u306e\u3054\u7d39\u4ecb<\/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\u306b\u304a\u3051\u308bPython\u306e\u9ad8\u968e\u95a2\u6570\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">PySpark\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0\u65b9\u6cd5<\/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\u306b\u304a\u3051\u308bApache Spark<\/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\">\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u304a\u3051\u308bPython\u306e\u4efb\u610f\u306e\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u51e6\u7406<\/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\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\uff1aDatabricks\u3067PySpark\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u64cd\u4f5c\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\">\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30af\u30a8\u30ea\u30fc\u306e\u969c\u5bb3\u304b\u3089\u306e\u5fa9\u65e7<\/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\u306b\u304a\u3051\u308bSpark\u3092\u7528\u3044\u305fMLflow\u30a8\u30af\u30b9\u30da\u30ea\u30e1\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\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\">Databricks\u306b\u304a\u3051\u308b\u4e0d\u6b63\u30ec\u30b3\u30fc\u30c9\u3001\u4e0d\u6b63\u30d5\u30a1\u30a4\u30eb\u306e\u53d6\u308a\u6271\u3044<\/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\">PySpark\u306b\u304a\u3051\u308b\u30e1\u30e2\u30ea\u30fc\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30ea\u30f3\u30b0<\/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\u306b\u304a\u3051\u308b\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570(UDF)\u3068\u306f\u4f55\u304b\uff1f<\/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\u306b\u304a\u3051\u308bApache Spark UI\u3092\u7528\u3044\u305f\u30c7\u30d0\u30c3\u30b0<\/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\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bSpark\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0: \u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30b3\u30ec\u30af\u30b7\u30e7\u30f3Part 1<\/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\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bSpark\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0: \u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u30b3\u30ec\u30af\u30b7\u30e7\u30f3Part 2<\/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\">Spark\u30c7\u30a3\u30fc\u30d7\u30c0\u30a4\u30d6\uff1aApache Spark\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306b\u304a\u3051\u308b\u30a6\u30a9\u30fc\u30bf\u30fc\u30de\u30fc\u30ad\u30f3\u30b0<\/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\u30e9\u30f3\u30bf\u30a4\u30e013.0\u306b\u304a\u3051\u308bApache Spark\u2122 3.4\u306e\u3054\u7d39\u4ecb<\/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\">Apache Spark\u306e\u65b0\u305f\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066\u306e\u82f1\u8a9e\u306e\u3054\u7d39\u4ecb<\/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\u3067English API for Spark\u3092\u8a66\u3057\u3066\u307f\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\">English SDK for Apache Spark\u3067\u65e5\u672c\u8a9e\u3092\u4f7f\u3063\u3066\u9811\u5f35\u3063\u3066\u307f\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\">Databricks\u306b\u304a\u3051\u308b\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306a\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f<\/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\">Apache Spark\u3068\u306f\u4f55\u304b<\/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\">English SDK for Spark\u306e\u30b5\u30f3\u30d7\u30eb\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\u30fc<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Pandas API on Spark\u3067pandas\u3068Spark\u306e\u826f\u3044\u3068\u3053\u308d\u53d6\u308a<\/ul>\n<h2>\u4e09\u89d2\u6d32\u6e56<\/h2>\n<p>Delta Lake\u662f\u4e00\u79cd\u5b58\u50a8\u5c42\u8f6f\u4ef6\uff0c\u4e3a\u6570\u636e\u6e56\u63d0\u4f9b\u6027\u80fd\u548c\u6cbb\u7406\u3002\u5b83\u5728\u4e91\u5bf9\u8c61\u5b58\u50a8\u4e0a\u5b9e\u73b0ACID\u4e8b\u52a1\uff0c\u5e76\u63d0\u4f9b\u5404\u79cd\u4f18\u5316\u529f\u80fd\u4ee5\u5b9e\u73b0\u5feb\u901f\u641c\u7d22\u548c\u66f4\u65b0\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Delta Lake\u3068\u306f\u4f55\u304b\uff1f<\/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\">Delta\u30a8\u30f3\u30b8\u30f3\u306e\u3054\u7d39\u4ecb<\/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\">Delta Lake\u306b\u5bfe\u3059\u308bFAQ<\/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\">Delta Lake\u306e\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u5bfe\u3059\u308b\u304a\u5ba2\u69d8\u304b\u3089\u306e\u8cea\u554f<\/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\">Delta Lake\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u30ac\u30a4\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\">Delta Lake\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/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\">Delta Lake\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3092Delta Lake\u306b\u79fb\u884c\u3059\u3079\u304d5\u3064\u306e\u7406\u7531<\/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 Delta\u3092\u4f7f\u3063\u3066\u79d2\u3067\u30da\u30bf\u30d0\u30a4\u30c8\u30c7\u30fc\u30bf\u3092\u51e6\u7406\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\">Databricks Delta Lake: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u305f\u3081\u306e\u7d71\u5408\u30c7\u30fc\u30bf\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0<\/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\">\u52d5\u7684\u30d5\u30a1\u30a4\u30eb\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308bDelta Lake\u306eSQL\u30af\u30a8\u30ea\u30fc\u306e\u9ad8\u901f\u5316<\/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\">Delta Lake\u306b\u30c0\u30a4\u30d3\u30f3\u30b0\uff1a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30ed\u30b0\u3092\u8aad\u307f\u89e3\u304f<\/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\">Delta Lake\u306b\u30c0\u30a4\u30d3\u30f3\u30b0\uff1a\u30b9\u30ad\u30fc\u30de\u306e\u5f37\u5236\u3001\u9032\u5316<\/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\">Delta Lake\u306b\u30c0\u30a4\u30d3\u30f3\u30b0\uff1aDML\u306e\u5185\u90e8\u51e6\u7406(Update\u3001Delete\u3001Merge)<\/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 Ingest\u306e\u3054\u7d39\u4ecb\uff1a\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089Delta Lake\u3078\u306e\u5bb9\u6613\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u6295\u5165<\/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\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\uff1aDelta Lake\u306b\u3088\u308bGDPR\u3001CCPA\u3078\u306e\u6e96\u62e0<\/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\">\u306f\u3058\u3081\u3066\u306eDelta Lake\u3078\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f<\/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 Delta Lake\u306b\u3088\u308b\u52b9\u7387\u7684\u306aUPSERT<\/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 Delta Lake\u3067\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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\">Delta Lake\u3068MLflow\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u306e\u672c\u683c\u904b\u7528<\/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\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3067\u6e96\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u7ba1\u7406\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3059\u308b10\u306e\u30d1\u30ef\u30d5\u30eb\u306a\u6a5f\u80fd<\/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\">Delta Lake\u306b\u304a\u3051\u308b\u30c6\u30fc\u30d6\u30eb\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u30b3\u30de\u30f3\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\">Delta Lake on Databricks\u306eOptimize\u30b3\u30de\u30f3\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\">Databricks\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u306b\u3088\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316<\/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\">Delta Lake\u306eAuto Optimize<\/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\">Delta\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u306e\u504f\u5728\u6027\uff1aJava\u3001Scala\u3001Hive\u3001Presto\u3001Trino\u3001Power BI\u306a\u3069\u3069\u3053\u3067\u3082\u4f7f\u3048\u307e\u3059\uff01<\/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\">Delta Lake\u306e\u30c6\u30fc\u30d6\u30eb\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406<\/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\">Delta Lake\u30c6\u30fc\u30d6\u30eb\u306e\u30d0\u30c3\u30c1\u8aad\u307f\u8fbc\u307f\u30fb\u66f8\u304d\u8fbc\u307f<\/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\">Delta Lake\u306e\u30b3\u30f3\u30ab\u30ec\u30f3\u30b7\u30fc\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/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\">Delta Lake\u306e\u30a2\u30a4\u30bd\u30ec\u30fc\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb<\/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\">Delta\u30ad\u30e3\u30c3\u30b7\u30f3\u30b0\u306b\u3088\u308b\u6027\u80fd\u306e\u6700\u9069\u5316<\/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\">Delta Lake 1.1\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3092\u9ad8\u901f\u306b<\/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 Delta &#8211; \u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">Delta\u306e\u30ab\u30e9\u30e0\u30de\u30c3\u30d4\u30f3\u30b0<\/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 Delta Lake\u306eRESTORE\u30b3\u30de\u30f3\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\">\u30c7\u30eb\u30bf vs \u30e9\u30e0\u30c0: \u306a\u305c\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u306f\u8907\u96d1\u3055\u306b\u52dd\u308b\u306e\u304b<\/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\">Delta Lake\u306e\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30d5\u30a3\u30fc\u30c9\u3092\u7528\u3044\u3066\u3069\u306e\u3088\u3046\u306bCDC\u3092\u30b7\u30f3\u30d7\u30eb\u306b\u3059\u308b\u306e\u304b<\/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\">Delta Lake\u3092\u7528\u3044\u3066Databricks\u3067\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u3092\u5b9f\u88c5\u3059\u308b5\u3064\u306e\u30b7\u30f3\u30d7\u30eb\u306a\u30b9\u30c6\u30c3\u30d7<\/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\">Delta\u30af\u30ed\u30fc\u30f3\u306e\u8972\u6765(\u30c7\u30a3\u30b6\u30b9\u30bf\u30fc\u30ea\u30ab\u30d0\u30ea\u30fc\u306e\u53ef\u7528\u6027\u3001\u8907\u96d1\u6027\u306b\u7acb\u3061\u5411\u304b\u3046)<\/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\">Delta Lake\u306e\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30d5\u30a3\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\">Delta Lake\u306e\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30d5\u30a3\u30fc\u30c9(\u5b9f\u8df5\u7de8)<\/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\">Delta Lake\u30c6\u30fc\u30d6\u30eb\u306b\u5bfe\u3059\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u8aad\u307f\u66f8\u304d<\/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\">Delta vs Iceberg: \u6c7a\u5b9a\u7684\u306a\u8a55\u4fa1\u57fa\u6e96\u3068\u3057\u3066\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\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\">Databricks\u306eCOPY INTO<\/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\u306eCOPY INTO\u3092\u7528\u3044\u305f\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u306e\u30d1\u30bf\u30fc\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\">Databricks\u306b\u304a\u3051\u308bCOPY INTO\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\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\">Spark SQL\u3092\u7528\u3044\u305fCOPY INTO\u306b\u3088\u308b\u30c6\u30fc\u30d6\u30eb\u3078\u306e\u30c7\u30fc\u30bf\u306e\u30d0\u30eb\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\">Databricks\u306b\u304a\u3051\u308b\u30ad\u30e3\u30c3\u30b7\u30e5\u306b\u3088\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316<\/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\">Delta Lake\u306e\u3054\u7d39\u4ecb<\/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\">Delta Lake\u30ac\u30a4\u30c9\u306e\u30a4\u30f3\u30c8\u30ed\u30c0\u30af\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\">Delta\u30c6\u30fc\u30d6\u30eb\u306edelete\u3001update\u3001merge<\/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\">Delta Lake\u306b\u3088\u308bSpark\u30af\u30a8\u30ea\u30fc\u306e\u9ad8\u901f\u5316<\/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\">Delta Lake\u3068Apache Spark\u2122\u3092\u7528\u3044\u305f\u9ad8\u4fe1\u983c\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306e\u69cb\u7bc9<\/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\u30ed\u30b2\u30fc\u30c8\u30ad\u30fc\u3092\u751f\u6210\u3059\u308bIdentity\u5217\u304c\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3067\u3082\u5229\u7528\u3067\u304d\u307e\u3059\uff01<\/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\u306eIdentity\u5217\u3092\u8a66\u3057\u3066\u307f\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\">Merge\u3092\u7528\u3044\u305fSCD(Slowly Changing Dimension) Type 2<\/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\u306b\u304a\u3051\u308bDelta Lake\u3078\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f<\/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\">Delta Lake\u3078\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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\u306b\u304a\u3051\u308b\u30c6\u30fc\u30d6\u30eb\u306e\u30af\u30ed\u30fc\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\">Parquet\u3084Iceberg\u304b\u3089Delta Lake\u3078\u306e\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306a\u30af\u30ed\u30fc\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\">Delta Lake\u3078\u306e\u5909\u63db<\/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\">VACUUM\u3092\u7528\u3044\u3066Delta\u30c6\u30fc\u30d6\u30eb\u306e\u672a\u4f7f\u7528\u30c7\u30fc\u30bf\u3092\u524a\u9664\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\">Delta Lake\u306b\u304a\u3051\u308bZ-order\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30b9\u30ad\u30c3\u30d4\u30f3\u30b0<\/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\">COPY INTO\u3067\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u3092\u7c21\u5358\u306b<\/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\">COPY INTO\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u306b\u304a\u3051\u308b\u4e00\u6642\u8cc7\u683c\u60c5\u5831\u306e\u6d3b\u7528<\/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\">Delta Lake\u306egenerated column\u306e\u6d3b\u7528<\/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\">Delta Lake\u306b\u3088\u308b\u9078\u629e\u7684\u306a\u30c7\u30fc\u30bf\u306e\u4e0a\u66f8\u304d<\/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\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3051\u308bData Vault\u5b9f\u88c5\u306e\u898f\u7bc4\u7684\u30ac\u30a4\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\">Databricks\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b\u304a\u3051\u308bData Vault\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u5b9f\u88c5<\/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\u306b\u304a\u3051\u308b\u3059\u3079\u3066\u306eDelta\u7684\u306a\u3082\u306e\u306f\u4f55\u304b\uff1f<\/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\">\u65b0\u305f\u306a\u30e6\u30cb\u30d0\u30fc\u30b5\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u30ea\u30ad\u30c3\u30c9\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068Delta Lake 3.0\u306e\u767a\u8868<\/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\">Delta\u30c6\u30fc\u30d6\u30eb\u306b\u304a\u3051\u308b\u30ea\u30ad\u30c3\u30c9\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306e\u6d3b\u7528<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks\u306ePredictive I\/O\u3068\u306f\uff1f<\/ul>\n<h2>\u81ea\u52a8\u88c5\u8f7d\u5668<\/h2>\n<p>\u901a\u8fc7\u5c06Spark\u7684\u7ed3\u6784\u5316\u6d41\u4e0eDelta Lake\u7ed3\u5408\u4f7f\u7528\uff0c\u53ef\u4ee5\u5feb\u901f\u52a0\u8f7d\u5927\u91cf\u6570\u636e\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks\u306eAuto Loader<\/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\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\uff1aAuto Loader\u306b\u3088\u308bDelta Lake\u3078\u306e\u7d99\u7d9a\u7684\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f<\/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\u306eAuto Loader\u3092\u6d3b\u7528\u3057\u3066Parquet\u3092Delta\u306b\u66f8\u304d\u8fbc\u3080<\/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\">Auto Loader\u306b\u304a\u3051\u308b\u30b9\u30ad\u30fc\u30de\u63a8\u5b9a\u3068\u30b9\u30ad\u30fc\u30de\u9032\u5316\u306e\u8a2d\u5b9a<\/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\">\u4e0d\u9069\u5207\u306b\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3055\u308c\u305fJSON\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092Databricks\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3067\u30d1\u30fc\u30b9\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\">\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306eAuto Loader\u306e\u8a2d\u5b9a<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb: \u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5b9f\u884c<\/ul>\n<h2>\u7edf\u4e00\u76ee\u5f55<\/h2>\n<p>\u4f7f\u7528Unity Catalog\u53ef\u4ee5\u7b80\u5316\u5bf9Lakehouse\u8d44\u4ea7\u7684\u5b89\u5168\u548c\u6cbb\u7406\u7ba1\u7406\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks Unity Catalog\u306e\u3054\u7d39\u4ecb\uff1a\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u3068AI\u306b\u5bfe\u3059\u308b\u304d\u3081\u7d30\u304b\u3044\u30ac\u30d0\u30ca\u30f3\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\">Databricks\u306eUnity Catalog\u3068\u306f\uff1f<\/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\">Unity Catalog\u3092\u4f7f\u3044\u59cb\u3081\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\">Unity Catalog\u306e\u30ad\u30fc\u30b3\u30f3\u30bb\u30d7\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\">Unity Catalog\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u30a2\u30af\u30bb\u30b9\u6a29<\/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\">Unity Catalog\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Unity Catalog\u306b\u304a\u3051\u308b\u30c6\u30fc\u30d6\u30eb\u4f5c\u6210<\/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\u3068\u30d3\u30e5\u30fc\u3092Unity Catalog\u306b\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\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\">AWS\u3068Azure\u306b\u304a\u3051\u308bUnity Catalog\u306e\u30b2\u30fc\u30c6\u30c3\u30c9\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/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\">Unity Catalog\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u30e5\u6a5f\u80fd\u306e\u767a\u8868<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u5916\u90e8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u8a8d\u8a3c\u60c5\u5831\u306e\u7ba1\u7406<\/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 &amp; AI Summit 2022\u306b\u304a\u3051\u308bDatabricks Unity Catalog\u306e\u65b0\u6a5f\u80fd<\/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\">DBFS\u3068Unity Catalog\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">Unity Catalog\u3068\u30ec\u30ac\u30b7\u30fcHive\u30e1\u30bf\u30b9\u30c8\u30a2\u3092\u64cd\u4f5c\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\">Unity Catalog\u306e\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u30e5\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u6a29\u9650\u7d99\u627f\u3092\u7528\u3044\u3066\u30a2\u30af\u30bb\u30b9\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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\">Unity Catalog\u306e\u6a29\u9650\u7d99\u627f\u3078\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\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\">Databricks Unity Catalog\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">Unity Catalog\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u306e\u6b63\u5f0f\u63d0\u4f9b<\/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\">Unity Catalog\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u306e\u30ad\u30e3\u30d7\u30c1\u30e3\u3068\u53c2\u7167<\/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\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\uff1aUnity Catalog\u30e1\u30bf\u30b9\u30c8\u30a2\u7ba1\u7406\u8005\u306eDatabricks SQL\u5411\u3051\u30bf\u30b9\u30af<\/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\">AWS\u3067Databricks Unity Catalog\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\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\">Unity Catalog\u306b\u304a\u3051\u308b\u6a29\u9650\u304a\u3088\u3073\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fdd\u8b77\u53ef\u80fd\u30aa\u30d6\u30b8\u30a7\u30af\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\">Unity Catalog\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u3068SQL\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u4f5c\u6210<\/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\">Unity Catalog\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8cc7\u683c\u60c5\u5831\u3068\u5916\u90e8\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u307f\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\">Unity Catalog\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u3067\u306eCOPY INTO\u306e\u6d3b\u7528<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u30d3\u30e5\u30fc\u306e\u4f5c\u6210<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u30af\u30a8\u30ea\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\">Databricks\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30af\u30a8\u30ea\u30fc\u3068\u30e6\u30fc\u30b6\u30fc\u306e\u6d1e\u5bdf\u3092\u5f97\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 Databricks\u306b\u304a\u3051\u308bUnity Catalog\u3068ID\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u6709\u52b9\u5316<\/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\u306b\u304a\u3051\u308bUnity Catalog\u3078\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0<\/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\u3067\u30c6\u30fc\u30d6\u30eb\u306b\u983b\u7e41\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u30af\u30a8\u30ea\u30fc\u3084\u30e6\u30fc\u30b6\u30fc\u3092\u53c2\u7167\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\">\u3088\u3046\u3053\u305dOkera: \u30ac\u30d0\u30ca\u30f3\u30b9\u306bAI\u4e2d\u5fc3\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092<\/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\u3067Unity Catalog\u306e\u8cc7\u7523\u7ba1\u7406\u306b\u30b5\u30fc\u30d3\u30b9\u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u3092\u6d3b\u7528\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\">Databricks\u306eUNDROP TABLE<\/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\">Unity Catalog\u306b\u3088\u308b\u5206\u6563\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u74b0\u5883\u306e\u5206\u96e2<\/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\">Unity Catalog\u306e\u30ab\u30bf\u30ed\u30b0\u306e\u4f5c\u6210\u3068\u7ba1\u7406<\/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 &amp; AI\u30b5\u30df\u30c3\u30c82023\u3067\u767a\u8868\u3055\u308c\u305fUnity Catalog\u306e\u65b0\u6a5f\u80fd<\/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\">Unity Catalog\u306e\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u306e\u3054\u7d39\u4ecb<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u7ba1\u7406<\/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\">Unity Catalog\u3067\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u7ba1\u7406\u304c\u6357\u308a\u305d\u3046\u306a\u4ef6<\/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\">Unity Catalog\u306b\u304a\u3051\u308b\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u4f5c\u6210<\/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\">Unity Catalog\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u64cd\u4f5c\u3057\u3066\u307f\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\">Databricks\u306e\u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u3067\u95a2\u6570\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3057\u305f\uff01<\/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\u306e\u30b7\u30b9\u30c6\u30e0\u30c6\u30fc\u30d6\u30eb\u3092\u6709\u52b9\u5316\u3057\u3066\u307f\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\">Databricks\u306b\u304a\u3051\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u6700\u7d42\u30ed\u30b0\u30a4\u30f3\u65e5\u6642\u3092\u53d6\u5f97\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\">Unity Catalog\u306e\u6709\u52b9\u5316\u30fb\u7121\u52b9\u5316\u306b\u304a\u3051\u308b\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u306e\u9055\u3044<\/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\u306b\u304a\u3051\u308b\u30bf\u30b0\u306e\u9069\u7528<\/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\u3067\u30bf\u30b0\u3092\u4f7f\u3063\u3066\u307f\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\">Databricks\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u983b\u7e41\u306b\u5b9f\u884c\u3055\u308c\u308b\u30af\u30a8\u30ea\u30fc\u306e\u7279\u5b9a<\/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\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u306f\u30ab\u30bf\u30ed\u30b0\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u306b\u540d\u79f0\u5909\u66f4\u3055\u308c\u307e\u3057\u305f<\/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\u306e\u65b0\u305f\u306aPricing\u30b7\u30b9\u30c6\u30e0\u30c6\u30fc\u30d6\u30eb\u3092\u8a66\u3057\u3066\u307f\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\">Databricks\u306b\u304a\u3051\u308b\u884c\u30d5\u30a3\u30eb\u30bf\u30fc\u3001\u5217\u30de\u30b9\u30af\u306b\u3088\u308b\u30bb\u30f3\u30b7\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u306e\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0<\/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\u306e\u884c\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u8a66\u3057\u3066\u307f\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\">Databricks\u306e\u5217\u30de\u30b9\u30af\u3092\u8a66\u3057\u3066\u307f\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\">\u52dd\u5229\u306e\u305f\u3081\u306eUnity Catalog\u5171\u6709\u30af\u30e9\u30b9\u30bf\u30fc: \u30af\u30e9\u30b9\u30bf\u30fc\u30e9\u30a4\u30d6\u30e9\u30ea\u3001Python UDF\u3001Scala\u3001\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u3092\u5c0e\u5165<\/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\">\u8907\u6570\u30c6\u30fc\u30d6\u30eb\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308bDiscoverX<\/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\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u5bfe\u3059\u308bAI\u63d0\u6848\u30b3\u30e1\u30f3\u30c8\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3057\u305f\uff01<\/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\u3067\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3057\u305f\uff01<\/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 Unity Catalog\u306b\u304a\u3051\u308bAI\u751f\u6210\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/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\">GA\u306b\u306a\u3063\u305fDatabricks\u306eUNDROP\u30b3\u30de\u30f3\u30c9\u3092\u8a66\u3057\u3066\u307f\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30c7\u30fc\u30bf\u30d6\u30ea\u30c3\u30af\u30b9\u306eUnity Catalog\u3067\u5b9f\u73fe\u3059\u308b\u771f\u306e\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/ul>\n<h2>Delta Live Tables \u4e09\u89d2\u6d32\u5b9e\u65f6\u8868<\/h2>\n<p>Delta Live Tables\u662f\u4e00\u4e2a\u57fa\u4e8eDelta Lake\u7684ETL\u7ba1\u9053\u5f00\u53d1\u548c\u8fd0\u7ef4\u5de5\u5177\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Delta Live Tables\u306e\u30ed\u30fc\u30f3\u30c1 : \u4fe1\u983c\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3092\u7c21\u5358\u306b\u5b9f\u73fe<\/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\">Delta Live Tables\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\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\">Delta Live Tables\u306e\u30b3\u30f3\u30bb\u30d7\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\">Delta Live Tables\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\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\">Delta Live Tables\u3067\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5b9f\u88c5\u3059\u308b5\u3064\u306e\u30b9\u30c6\u30c3\u30d7<\/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\">Delta Live Tables\u30af\u30c3\u30af\u30d6\u30c3\u30af<\/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\">Delta Live Table\u306eFAQ<\/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\">Delta Live Tables\u3067UDF\u3092\u6d3b\u7528\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\">Delta Live Tables\u3092\u4f7f\u3063\u3066\u307f\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\">Delta Live Tables\u306e\u8a2d\u5b9a<\/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\">Delta Live Tables(DLT)\u3067\u30ed\u30b8\u30c3\u30af\u3092py\u30d5\u30a1\u30a4\u30eb\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u5316\u3057\u3066\u5171\u901a\u5316\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\">Delta Live Tables\u306b\u3088\u308b\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3(CDC)<\/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 Jobs\u304b\u3089Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u547c\u3073\u51fa\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\">Delta Live Tables\u3092\u4f7f\u3044\u59cb\u3081\u308b\u3068\u611f\u3058\u308b\u7591\u554f(\u56de\u7b54\u4ed8\u304d)<\/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\">Delta Live Tables\u306e\u30a4\u30d9\u30f3\u30c8\u30ed\u30b0<\/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\">Delta Live Tables Python\u30ea\u30d5\u30a1\u30ec\u30f3\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\">\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u5b9f\u884c\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\">Databricks\u306eDelta Live Tables(DLT)\u306eGA<\/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\">Delta Live Tables\u306b\u304a\u3051\u308b\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u51e6\u7406<\/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\">\u3069\u306e\u3088\u3046\u306bUplift\u306fDatabricks Delta Live Tables\u3092\u7528\u3044\u3066CDC\u3068\u591a\u91cd\u5316\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u305f\u306e\u304b<\/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\">Delta Live Tables\u306eUDF\u306b\u8907\u6570\u30ab\u30e9\u30e0\u3092\u6e21\u3057\u3066\u51e6\u7406\u3092\u884c\u3046<\/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\">Delta Live Tables\u3067Auto Loader\u3092\u4f7f\u3046<\/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\">Delta Live Tables\u306ePython UDF\u3067\u30ed\u30b0\u3092\u51fa\u529b\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\">Delta Live Tables\u306e\u65b0\u6a5f\u80fd\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u306e\u767a\u8868<\/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\">Delta Live Tables SQL\u30ea\u30d5\u30a1\u30ec\u30f3\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\">Delta Live Tables\u306b\u304a\u3051\u308b\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406<\/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\">Delta Live Tables\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\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\">Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u4f5c\u6210\u3001\u5b9f\u884c\u3001\u7ba1\u7406<\/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\">Delta Live Tables\u306e\u30c7\u30fc\u30bf\u54c1\u8cea\u5236\u7d04<\/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\">Delta Live Tables\u3067\u7279\u5b9a\u306e\u30c6\u30fc\u30d6\u30eb\u306e\u307f\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f<\/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\">Delta Live Tables\u3068Apache Kafka\u3092\u7528\u3044\u305f\u4f4e\u30ec\u30fc\u30c6\u30f3\u30b7\u30fc\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\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\">Deloitte\u306b\u3088\u308bDelta Live Tables\u3092\u7528\u3044\u305f\u5ba3\u8a00\u578b\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u95a2\u3059\u308b\u30ac\u30a4\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\">Delta Live Tables\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u7406\u89e3\u3057\u7ba1\u7406\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\">Databricks\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b\u3088\u308bEDW\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\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\">Delta Live Tables\u3068Databricks\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u30cb\u30a2\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e0d\u6b63\u691c\u77e5<\/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\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u30fb\u5b9f\u884c\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\">Delta Live Tables\u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">Databricks Delta Live Tables\u3067\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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\">Delta Live Tables(DLT)\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089\u306eDelta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30aa\u30fc\u30d7\u30f3\u304a\u3088\u3073\u5b9f\u884c<\/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\">Delta Live Tables\u306e\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3(CDC)\u3092\u8a66\u3057\u3066\u307f\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\">Delta Live Tables\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30bf\u30b9\u30af\u306e\u30b3\u30b9\u30c8\u3092\u8ffd\u8de1\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\">Delta Live Tables\u306e\u5f37\u5316\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308b\u9ad8\u4fe1\u983c\u304b\u3064\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9<\/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\">Delta Live Tables\u3078\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f<\/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\u306e\u6d1e\u5bdf\uff1a\u304a\u5ba2\u69d8\u304cDatabricks\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u3092\u611b\u3059\u308b3\u3064\u306e\u7406\u7531<\/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\">Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u304a\u3051\u308bUnity Catalog\u306e\u4f7f\u7528<\/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\">Delta Live Tables\u306eUnity Catalog\u30b5\u30dd\u30fc\u30c8\u3092\u8a66\u3057\u3066\u307f\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\">Delta Live Tables\u3067S3\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u51e6\u7406\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\">Delta Live Tables\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5909\u63db<\/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\">Delta Live Tables\u3068Unity Catalog\u3067\u5236\u5fa1\u3055\u308c\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9<\/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\">Delta Live Tables\u3092\u7528\u3044\u305f\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30bf\u30eb\u306a\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f<\/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\">Delta Live Tables\u306b\u304a\u3051\u308bAuto Loader\u3068\u30c1\u30a7\u30f3\u30b8\u30c7\u30fc\u30bf\u30ad\u30e3\u30d7\u30c1\u30e3\u306e\u6d3b\u7528<\/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\">\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb: Delta Live Tables\u3067SQL\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u5ba3\u8a00<\/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\">Delta Live Tables\u3067\u66f4\u65b0\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u8fbc\u3093\u3067\u30c6\u30fc\u30d6\u30eb\u306e\u6d17\u3044\u66ff\u3048\u3092\u884c\u3046<\/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\">Delta Live Tables\u306e\u30b7\u30eb\u30d0\u30fc\u30fb\u30b4\u30fc\u30eb\u30c9\u30c6\u30fc\u30d6\u30eb\u306e\u307f\u3092\u53c2\u7167\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f5c\u6210<\/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\">Delta Live Tables\u3067\u66f4\u65b0\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u8fbc\u3093\u3067\u30c6\u30fc\u30d6\u30eb\u306e\u6d17\u3044\u66ff\u3048\u3092\u884c\u3046(\u305f\u3060\u3057\u3001\u521d\u56de\u5b9f\u884c\u6642\u306b\u5b58\u5728\u3057\u3066\u3044\u308b\u30d5\u30a1\u30a4\u30eb\u306f\u7121\u8996\u3059\u308b)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Delta Live Tables\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u901a\u3058\u305f\u65b0\u6a5f\u80fd\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\u30fc<\/ul>\n<h2>\u8fbe\u7f8e\u5171\u4eab<\/h2>\n<p>Delta Sharing\u662f\u4e00\u79cd\u534f\u8bae\uff0c\u7528\u4e8e\u5b89\u5168\u5171\u4eab\u6570\u636e\uff0c\u5e76\u53ef\u4ee5\u4ece\u5916\u90e8\u4f7f\u7528\u7684\u5ba2\u6237\u7aef\u5b89\u5168\u8bbf\u95eeDelta Lake\u7684\u6570\u636e\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Delta Sharing\u306e\u3054\u7d39\u4ecb : \u30bb\u30ad\u30e5\u30a2\u306a\u30c7\u30fc\u30bf\u5171\u6709\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30d7\u30ed\u30c8\u30b3\u30eb<\/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\u3067OSS\u7248Delta Sharing\u3092\u52d5\u304b\u3057\u3066\u307f\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\">Delta Sharing\u306b\u3088\u308b\u5171\u6709\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\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\">Delta Sharing\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u30c8\u30c3\u30d73<\/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\u30c7\u30fc\u30bf\u5171\u6709\u30ac\u30a4\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\">Delta Sharing\u306b\u3088\u308b\u30c7\u30fc\u30bf\u5171\u6709<\/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\">Delta Sharing\u3092\u7528\u3044\u3066\u5171\u6709\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\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\">Delta Sharing\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u306e\u5171\u6709\u30fb\u30a2\u30af\u30bb\u30b9\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\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\">Arcuate &#8211; Delta Sharing\u3068MLflow\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u3084\u308a\u53d6\u308a<\/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\">Delta Sharing\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\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\">Delta Sharing\u306e\u6b63\u5f0f\u63d0\u4f9b(GA)\u306e\u767a\u8868<\/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\u30de\u30cd\u30fc\u30b8\u30c9\u306eDelta Sharing<\/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\u30c7\u30fc\u30bf\u5171\u6709\u30ac\u30a4\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\">Delta Sharing\u3092\u7528\u3044\u305fDatabricks\u9593\u306e\u30c7\u30fc\u30bf\u5171\u6709<\/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\">Excel\u304b\u3089Delta Sharing\u7d4c\u7531\u3067\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\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\">Databricks\u306e\u30aa\u30fc\u30d7\u30f3\u30c7\u30fc\u30bf\u5171\u6709\u30d7\u30ed\u30c8\u30b3\u30ebDelta Sharing\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Unity Catalog\u3067Delta Sharing\u3092\u7528\u3044\u305f\u69cb\u9020\u5316\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u306e\u6d3b\u7528<\/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 Unity Catalog\u306b\u304a\u3051\u308b\u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u6a5f\u80fd\u306b\u3088\u308b\u753b\u50cf\u30d5\u30a1\u30a4\u30eb\u306e\u53d6\u308a\u6271\u3044<\/ul>\n<h2>MLflow<\/h2>\n<p>MLflow\u662f\u4e00\u6b3e\u80fd\u591f\u8f7b\u677e\u7ba1\u7406\u673a\u5668\u5b66\u4e60\u6a21\u578b\u751f\u547d\u5468\u671f\u7684\u8f6f\u4ef6\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u8ddf\u8e2a\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u5e76\u65b9\u4fbf\u5730\u8fdb\u884c\u6a21\u578b\u72b6\u6001\u7ba1\u7406\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MLflow\u3068\u306f\u4f55\u304b<\/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\">MLflow\u306e\u3054\u7d39\u4ecb\uff1a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/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\u3067\u63d0\u4f9b\u3055\u308c\u308bMLflow\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u306eREST\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8fc5\u901f\u306a\u30c7\u30d7\u30ed\u30a4\u3001\u30c6\u30b9\u30c8\u3001\u7ba1\u7406<\/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\">\u6a5f\u68b0\u5b66\u7fd2\u306e\u672c\u683c\u904b\u7528\uff1a\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u304b\u3089\u30c9\u30ea\u30d5\u30c8\u691c\u77e5\u307e\u3067<\/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\">Python\u306b\u3088\u308bDatabricks MLflow\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u30ac\u30a4\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\">Databricks\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/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\">Ray\u3068MLflow: \u5206\u6563\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u672c\u683c\u904b\u7528<\/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\">MLflow\u3067Tensor\u306e\u5165\u529b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3057\u305f<\/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\">\u5168\u3066\u3092\u518d\u73fe\u53ef\u80fd\u306b\uff1a\u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306e\u51fa\u4f1a\u3044<\/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\">\u4eca\u65e5\u306e\u6a5f\u68b0\u5b66\u7fd2\u3068\u660e\u65e5\u306e\u52b9\u7387\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u9593\u306eDelta<\/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\u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u6a5f\u80fd\u306b\u3088\u308bMLflow\u306e\u62e1\u5f35<\/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\u306b\u304a\u3051\u308bMLflow\u30e2\u30c7\u30eb\u30ec\u30b8\u30b9\u30c8\u30ea\u3068CI\/CD\u6a5f\u80fd\u306b\u3088\u308bMLOps\u306e\u7c21\u7d20\u5316<\/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\">SHAP\u304a\u3088\u3073\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u305f\u30c7\u30fc\u30bf\u30d0\u30a4\u30a2\u30b9\u306e\u691c\u77e5<\/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\">\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30af\u30b9\u30da\u30ea\u30e1\u30f3\u30c8\u306e\u81ea\u52d5\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306e\u305f\u3081\u306eDatabricks Autologging\u306e\u767a\u8868<\/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\u306b\u3088\u308b\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u7ba1\u7406<\/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\">MLflow\u3001AutoML\u306b\u3088\u308b\u30e2\u30c7\u30eb\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u306e\u7ba1\u7406<\/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\u306eMLflow\u3092\u7528\u3044\u305f\u30e2\u30c7\u30eb\u306e\u30ed\u30b0\u3001\u30ed\u30fc\u30c9\u3001\u767b\u9332\u3001\u30c7\u30d7\u30ed\u30a4<\/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\">\u30d9\u30a4\u30b8\u30a2\u30f3\u30a8\u30af\u30b9\u30da\u30ea\u30e1\u30f3\u30c8\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u306e\u305f\u3081\u306eMLflow<\/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\u3067MLflow Projects\u3092\u5b9f\u884c\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\">MLflow\u306b\u3088\u308bPyTorch MNIST\u5206\u985e\u5668\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u30fb\u30b5\u30fc\u30d3\u30f3\u30b0<\/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\">MLflow\u30e2\u30c7\u30eb\u30ec\u30b8\u30b9\u30c8\u30ea\u306eWebhook\u3067MLOps\u3092\u30b9\u30e0\u30fc\u30ba\u306b<\/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\u306b\u304a\u3051\u308bMLflow\u30e2\u30c7\u30eb\u30ec\u30b8\u30b9\u30c8\u30eaWebhook<\/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\">MLflow 2.0\u306b\u304a\u3051\u308bMLflow Pipelines\u306e\u3054\u7d39\u4ecb<\/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\">MLflow Pipelines\u3092\u8a66\u3057\u3066\u307f\u305f<\/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\">Google Cloud\u306b\u304a\u3051\u308bVertex AI\u3068Databricks\u3092\u7528\u3044\u305fMLOps<\/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\">MLflow Logging API\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8(Python)<\/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\">MLflow 2.0\u306e\u767a\u8868<\/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\">MLflow\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u8a55\u4fa1<\/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\">mlflow.spark.autolog\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9(\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3001\u30d0\u30fc\u30b8\u30e7\u30f3)\u306e\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0<\/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\u3067R\u304b\u3089MLflow\u3092\u6d3b\u7528\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\">API\u3092\u7528\u3044\u3066Databricks\u306eMLflow\u30e2\u30c7\u30eb\u30b5\u30fc\u30d3\u30f3\u30b0\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u505c\u6b62\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\">\u65b0\u305f\u306aMLflow\u30a8\u30af\u30b9\u30da\u30ea\u30e1\u30f3\u30c8UI\u3067\u30e2\u30c7\u30eb\u958b\u767a\u3092\u52a0\u901f\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\">MLflow 2.3\u306e\u3054\u7d39\u4ecb\uff1a\u30cd\u30a4\u30c6\u30a3\u30d6LLM\u306e\u30b5\u30dd\u30fc\u30c8\u3068\u65b0\u6a5f\u80fd\u306b\u3088\u308b\u5f37\u5316<\/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\">MLflow 2.3\u306eHugging Face\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8a66\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\">MLflow 2.3\u306eLangChain\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8a66\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\">Databricks\u3067MLflow 2.3\u306eOpenAI API\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8a66\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\">MLflow 2.4\u306e\u767a\u8868: \u5f37\u529b\u306a\u30e2\u30c7\u30eb\u8a55\u4fa1\u306e\u305f\u3081\u306eLLMOps\u30c4\u30fc\u30eb<\/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\">MLflow 2.4\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u3092\u8a66\u3057\u3066\u307f\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\">MLflow 2.4\u306emlflow.evaluate\u3068\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u30d3\u30e5\u30fc\u3067LLM\u306e\u8a55\u4fa1\u304c\u6357\u308b\u4ef6<\/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\">MLflow AI Gateway\u306e\u767a\u8868<\/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\u306b\u304a\u3051\u308bMLflow\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Databricks REST API\u306b\u3088\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30b9\u30c6\u30fc\u30b8\u5909\u66f4\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u627f\u8a8d<\/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\">MLflow 2.7\u3068\u65b0\u305f\u306aLLMOps\u6a5f\u80fd\u306e\u3054\u7d39\u4ecb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">[\u7ffb\u8a33] MLflow\u306e\u30b3\u30f3\u30bb\u30d7\u30c8<\/ul>\n<h2>Databricks \u4eba\u5de5\u667a\u80fd<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Lakehouse AI\u3067\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3MLOps\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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\">Lakehouse AI\u306f\u3069\u306e\u3088\u3046\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8a08\u7b97\u51e6\u7406\u3067\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092\u6539\u5584\u3059\u308b\u306e\u304b<\/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\u306eVector Search<\/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 Vector Search\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u4f5c\u6210\u3001\u30af\u30a8\u30ea\u30fc\u65b9\u6cd5<\/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\u306eVector Search\u3092\u52d5\u304b\u3057\u3066\u307f\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\">Databricks\u306eFoundation Model API\u3092\u8a66\u3057\u3066\u307f\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\">Databricks Vector Search\u3068Foundation Model API\u3092\u7528\u3044\u305fRAG\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Databricks\u306b\u3088\u308b\u9ad8\u54c1\u8ceaRAG\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u3088\u308bRAG\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u54c1\u8cea\u306e\u6539\u5584<\/ul>\n<h2>\u6570\u636e\u5854\u7279\u5f81\u5b58\u50a8<\/h2>\n<p>Databricks Feature Store\u662f\u4e00\u4e2a\u96c6\u4e2d\u7ba1\u7406\u7684\u7279\u5f81\u5b58\u50a8\u5e93\uff0c\u5b83\u5141\u8bb8\u4f01\u4e1a\u53d1\u73b0\u548c\u5171\u4eab\u7279\u5f81\uff0c\u5e76\u786e\u4fdd\u5728\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u76f8\u540c\u7684\u4ee3\u7801\u8fdb\u884c\u7279\u5f81\u8ba1\u7b97\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks\u306eFeature Store<\/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 Feature Store : \u30c7\u30fc\u30bf\u3001MLOps\u3068\u5354\u8abf\u8a2d\u8a08\u3055\u308c\u305f\u53f2\u4e0a\u521d\u306e\u30d5\u30a3\u30fc\u30c1\u30e3\u30fc\u30b9\u30c8\u30a2<\/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 Feature Store\u306e\u30b3\u30f3\u30bb\u30d7\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\">Databricks Feature Store\u3067\u7279\u5fb4\u91cf\u30c6\u30fc\u30d6\u30eb\u3092\u64cd\u4f5c\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\">Databricks\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u9593\u3067\u7279\u5fb4\u91cf\u30c6\u30fc\u30d6\u30eb\u3092\u5171\u6709\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\">Databricks Feature Store\u306e\u6b63\u5f0f\u63d0\u4f9b(GA)\u306e\u767a\u8868<\/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 Feature Store\u3067\u6642\u7cfb\u5217\u7279\u5fb4\u91cf\u30c6\u30fc\u30d6\u30eb\u3092\u53d6\u308a\u6271\u3046<\/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 Feature Store\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u6982\u8981<\/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 Feature Store\u3092\u7528\u3044\u305f\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/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 Feature Store\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Databricks\u306b\u3088\u308b\u7279\u5fb4\u91cf\u30b9\u30c8\u30a2\u3092\u7528\u3044\u305fAutoML\u306e\u5b9f\u884c<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks\u306b\u304a\u3051\u308bPython\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u95a2\u6570\u3092\u7528\u3044\u305f\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u306e\u7279\u5fb4\u91cf\u8a08\u7b97<\/ul>\n<h2>DataBricks SQL<\/h2>\n<p>Databricks SQL\u662f\u4e00\u4e2a\u5185\u7f6e\u7684SQL\u5f00\u53d1\u73af\u5883\uff0c\u65e8\u5728\u65b9\u4fbf\u8fdb\u884c\u4e0e\u6570\u636e\u6e56\u76f8\u5173\u7684\u5546\u4e1a\u667a\u80fd\u3002<\/p>\n<p><iframe><\/iframe><\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u306f\uff1f<\/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 SQL\u3068\u306f\u4f55\u304b\uff1f<\/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\u958b\u767a\u8005\u5411\u3051Databricks\u306e\u3054\u7d39\u4ecb<\/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\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u3057\u3066Databricks\u3092\u4f7f\u3044\u59cb\u3081\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\">Photon\u30a8\u30f3\u30b8\u30f3\uff1aDatabricks\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3051\u308b\u6b21\u4e16\u4ee3\u30af\u30a8\u30ea\u30fc\u30a8\u30f3\u30b8\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\">Databricks Power BI\u30b3\u30cd\u30af\u30bf\u306e\u30ea\u30ea\u30fc\u30b9(GA)<\/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 SQL : \u30e6\u30fc\u30b6\u30fc\u5411\u3051\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\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\">Databricks SQL : \u7ba1\u7406\u8005\u5411\u3051\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\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\">Databricks\u306f\u3069\u306e\u3088\u3046\u306bBI\u30c4\u30fc\u30eb\u3068\u306e\u5e83\u5e2f\u57df\u63a5\u7d9a\u3092\u5b9f\u73fe\u3059\u308b\u306e\u304b<\/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\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u306e\u767a\u8868<\/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 SQL: \u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3067\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3SQL\u958b\u767a\u4f53\u9a13\u3092<\/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 SQL\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u65b0\u305f\u306a\u6539\u5584<\/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\u304c\u6b63\u5f0f\u306b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4e16\u754c\u8a18\u9332\u3092\u9054\u6210<\/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\">\u30db\u30e9\u30fc\u6620\u753b\u306e100\u5e74\u53f2: Databricks SQL\u306b\u3088\u308b\u5206\u6790<\/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\">Snowflake\u306fDatabricks\u3068\u540c\u7b49\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4e3b\u5f35\u3057\u3066\u3044\u307e\u3059\u304c\u65e9\u5408\u70b9\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\uff01<\/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 SQL\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\uff1a\u30b5\u30f3\u30d7\u30eb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30ae\u30e3\u30e9\u30ea\u30fc\u304b\u3089\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066Databricks SQL\u3092\u5b66\u3076<\/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 SQL\u7ba1\u7406\u8005\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\uff1aDatabricks SQL\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u30bf\u30b9\u30af<\/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 SQL\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30e2\u30c7\u30eb\u3068\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u306e\u6982\u8981<\/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 SQL\u306e\u30b3\u30f3\u30bb\u30d7\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\">Databricks SQL\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u306f\uff1f<\/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\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\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\">Databricks SQL\u306e\u65b0\u305f\u306a\u30af\u30a8\u30ea\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3067\u30af\u30a8\u30ea\u30fc\u3092\u6df1\u304f\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\uff01<\/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 SQL\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30a2\u30af\u30bb\u30b9\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/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 SQL\u306b\u304a\u3051\u308b\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u8272\u306e\u5909\u66f4<\/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 SQL\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\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\">\u30ce\u30fc\u30b3\u30fc\u30c9\u3067Databricks SQL\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\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\">Databricks\u306b\u304a\u3051\u308b\u6e96\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3078\u306eSQL\u30af\u30a8\u30ea\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\">\u30ed\u30fc\u30b3\u30fc\u30c9\u3067Databricks SQL\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\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\">Databricks SQL on Google Cloud\u306e\u3054\u7d39\u4ecb &#8211; \u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\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\">Databricks SQL CLI\u3092\u8a66\u3057\u3066\u307f\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\">Databricks SQL\u3067\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\uff01<\/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 SQL\u30b5\u30fc\u30d0\u30ec\u30b9\u304cAWS\u3067\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f<\/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 SQL\u306b\u304a\u3051\u308b\u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/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\">\u3069\u3053\u304b\u3089\u3067\u3082Databricks SQL\u306b\u63a5\u7d9a\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\">SQL\u306b\u529b\u3092\uff1aDatabricks SQL\u306b\u304a\u3051\u308bPython UDF\u306e\u3054\u7d39\u4ecb<\/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\u306b\u304a\u3051\u308bDatabricks SQL\u30b5\u30fc\u30d0\u30ec\u30b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u306e\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/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\">ADLS\u306b\u3042\u308b\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066Databricks SQL\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u4f5c\u6210\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\">Databricks SQL\u306e\u30af\u30a8\u30ea\u30fc\u30d5\u30a3\u30eb\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\">Databricks SQL\u306e\u30af\u30a8\u30ea\u30fc\u30d1\u30e9\u30e1\u30fc\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\">Databricks SQL\u306e\u30af\u30a8\u30ea\u30fc\u30b9\u30cb\u30da\u30c3\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\">\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u30bf\u30af\u30b7\u30fc\u4e57\u964d\u8a18\u9332\u3092\u7528\u3044\u305fDatabricks SQL\u306e\u30a6\u30a9\u30fc\u30af\u30b9\u30eb\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\">Databricks SQL\u306e\u30af\u30a8\u30ea\u30fc\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb<\/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 SQL\u306e\u30af\u30a8\u30ea\u30fc\u30ad\u30e3\u30c3\u30b7\u30e5<\/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 SQL\u306ePIVOT\u53e5<\/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 SQL\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u30d6\u30e9\u30a6\u30b6<\/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\u306e\u30af\u30a8\u30ea\u30fc\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u306f\uff1f<\/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 SQL\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30d3\u30eb\u30c8\u30a4\u30f3\u95a2\u6570<\/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 SQL Statement Execution API &#8211; \u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868<\/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 SQL Statement Execution API\u3092\u4f7f\u3063\u3066\u307f\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\">\u3088\u308a\u5c11\u306a\u3044\u30ea\u30bd\u30fc\u30b9\u3067\u3088\u308a\u591a\u304f\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u898b\u3064\u3051\u51fa\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\">Databricks\u306eCREATE TABLE LIKE<\/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 SQL\u306b\u304a\u3051\u308b\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u7406\u89e3\uff1aUI\u3001\u7d50\u679c\u3001\u30c7\u30a3\u30b9\u30af\u30ad\u30e3\u30c3\u30b7\u30e5<\/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 SQL\u306b\u304a\u3051\u308b\u30de\u30c6\u30ea\u30a2\u30e9\u30a4\u30ba\u30c9\u30d3\u30e5\u30fc\u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c6\u30fc\u30d6\u30eb\u306e\u3054\u7d39\u4ecb<\/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\u30c6\u30fc\u30d6\u30eb\u3092\u7528\u3044\u305fDatabricks SQL\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\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\">SQL\u304b\u3089LLM\u3092\u5229\u7528\u3067\u304d\u308bDatabricks\u306eai_generate_text()\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u691c\u8a0e\u4e8b\u9805<\/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\u306eTIMESTAMP_NTZ\u30bf\u30a4\u30d7<\/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\u30a4\u30af\u30cf\u30a6\u30b9\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u7528\u3044\u305f\u30af\u30a8\u30ea\u30fc\u306e\u5b9f\u884c<\/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\u30a4\u30af\u30cf\u30a6\u30b9\u30d5\u30a7\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8a66\u3057\u3066\u307f\u308b(Databricks\u9593\u63a5\u7d9a)<\/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\u306eLakeview\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u4f5c\u6210\u3068\u5171\u6709<\/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\u306eLakeview\u3092\u4f7f\u3063\u3066\u307f\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\">\u30ec\u30a4\u30af\u30d3\u30e5\u30fc\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u767a\u8868\uff01<\/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\u306b\u304a\u3051\u308bYamathon\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/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\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u306b\u30b5\u30fc\u30d0\u30ec\u30b9SQL\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u304c\u3084\u3063\u3066\u304d\u307e\u3057\u305f\uff01<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks SQL\u306e\u30af\u30a8\u30ea\u30a8\u30c7\u30a3\u30bf\u3067\u30c6\u30fc\u30d6\u30eb\u540d\u3092\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u3057\u305f\u3044<\/ul>\n<h2>Databricks \u81ea\u52a8\u673a\u5668\u5b66\u4e60<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u91c7\u7528\u4e86\u73bb\u7483\u76d2\u5b50\u65b9\u6cd5\u7684AutoML\u3002\u5b66\u4e60\u7ed3\u679c\u5c06\u5168\u90e8\u4ee5Python\u7b14\u8bb0\u672c\u7684\u5f62\u5f0f\u8f93\u51fa\uff0c\u4ee5\u4fbf\u8f7b\u677e\u8fdb\u884c\u903b\u8f91\u7684\u68c0\u67e5\u548c\u4fee\u6b63\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks AutoML\u306e\u3054\u7d39\u4ecb : \u6a5f\u68b0\u5b66\u7fd2\u958b\u767a\u306e\u81ea\u52d5\u5316\u306b\u5bfe\u3059\u308b\u30ac\u30e9\u30b9\u30dc\u30c3\u30af\u30b9\u30a2\u30d7\u30ed\u30fc\u30c1<\/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 AutoML\u306e\u30de\u30cb\u30e5\u30a2\u30eb<\/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 AutoML\u306e\u52d5\u4f5c\u539f\u7406<\/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 AutoML\u3067\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u4e88\u6e2c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3057\u305f<\/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 AutoML\u3067\u4e88\u6e2c\u3092\u30b7\u30f3\u30d7\u30eb\u306b<\/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 AutoML\u3067\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f<\/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\">\u3042\u306a\u305f\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092Databricks AutoML\u3067\u30b9\u30fc\u30d1\u30fc\u30c1\u30e3\u30fc\u30b8\u3057\u307e\u3057\u3087\u3046<\/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 Community Edition\u3067AutoML\u3092\u4f7f\u3063\u3066\u5206\u985e\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\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\">Databricks AutoML\u3092\u4f7f\u3063\u3066\u5206\u985e\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\u308b(GUI\u7de8)<\/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 Community Edition\u3067AutoML\u3092\u4f7f\u3063\u3066\u56de\u5e30\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\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\">Databricks AutoML\u3092\u4f7f\u3063\u3066\u56de\u5e30\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\u308b(GUI\u7de8)<\/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 AutoML\u3092\u4f7f\u3063\u3066\u6642\u7cfb\u5217\u4e88\u6e2c\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\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\">Databricks AutoML\u3092\u4f7f\u3063\u3066\u6642\u7cfb\u5217\u4e88\u6e2c\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\u308b(GUI\u7de8)<\/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\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u30c7\u30fc\u30bf\u306e\u7d46\u3092\u6df1\u3081\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\">Databricks AutoML\u306b\u3088\u308b\u6642\u7cfb\u5217\u4e88\u6e2c<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks AutoML\u306e\u6642\u7cfb\u5217\u4e88\u6e2c\u3067\u5404\u56fd\u306e\u4f11\u65e5\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u307e\u3057\u305f<\/ul>\n<h2>\u8fbe\u5b9d\u79d1\u6280\u5408\u4f5c\u4f19\u4f34\u8fde\u63a5<\/h2>\n<p>Databricks Partner Connect \u662f\u4e00\u4e2a\u4e00\u7ad9\u5f0f\u7684\u95e8\u6237\uff0c\u53ef\u4ee5\u8f7b\u677e\u8fde\u63a5\u60a8\u7684 Databricks Lakehouse \u548c\u5404\u79cd\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u6570\u636e\u3001\u5206\u6790\u548c\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4eba\u6c17\u306e\u30c7\u30fc\u30bf\u3068AI\u30c4\u30fc\u30eb\u3092\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b\u9023\u643a\u3067\u304d\u308bDatabricks Partner Connect\u306e\u3054\u7d39\u4ecb<\/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 Partner Connect\u306b\u3088\u308bTableau\u3092\u7528\u3044\u305f\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3067\u306e\u5206\u6790<\/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 Partner Connect\u30ac\u30a4\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\">\u306a\u305c\u6211\u3005\u306fLabelbox\u306b\u6295\u8cc7\u3059\u308b\u306e\u304b\uff1a\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b\u304a\u3051\u308b\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u30b9\u30e0\u30fc\u30ba\u306b<\/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 Partner Connect\u306b\u304a\u3051\u308bdbt Cloud\u306e\u30ed\u30fc\u30f3\u30c1<\/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 Partner Connect\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u767a\u8868<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks Partner Connect\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u3054\u7d39\u4ecb<\/ul>\n<h2>Databricks \u5e02\u573a\u670d\u52a1\u5e73\u53f0<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u53ef\u4ee5\u4ea4\u6362\u6570\u636e\u548c\u7b14\u8bb0\u672c\u7b49\u7269\u54c1\u7684\u5e02\u573a\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Databricks\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3068\u306f\uff1f<\/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\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3092\u8a66\u3057\u3066\u307f\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\">Databricks Marketplace\u306b\u304a\u3051\u308b\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30af\u30b9\u30c1\u30a7\u30f3\u30b8\u306e\u4f5c\u6210\u3068\u7ba1\u7406<\/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\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u306b\u304a\u3051\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u306e\u63d0\u4f9b<\/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\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3067unerry\u306e\u30b7\u30e7\u30c3\u30d1\u30fc\u307f\u3048\u30fc\u308b\u30b5\u30f3\u30d7\u30eb\u3092\u8a66\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\">Databricks\u30ec\u30a4\u30af\u30cf\u30a6\u30b9AI\u3067Llama 2\u57fa\u76e4\u30e2\u30c7\u30eb\u304c\u5229\u7528\u53ef\u80fd\u306b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Databricks\u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3067MaaS Tech Japan\u306e\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3092\u8a66\u3059<\/ul>\n<h3>Databricks\u5feb\u901f\u5165\u95e8\u6307\u5357<\/h3>\n<p>Databricks \u5feb\u901f\u5165\u95e8\u6307\u5357<\/p>\n<h3>\u8fbe\u5e03\u91cc\u514b\u65af\u7684\u514d\u8d39\u8bd5\u7528<\/h3>\n<p>Databricks\u514d\u8d39\u8bd5\u7528<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u6b63\u5728\u6574\u7406\u6211\u81ea\u5df1\u7ffb\u8bd1\u6216\u53d1\u5e03\u7684Databricks\u6587\u7ae0\uff0c\u4f1a\u968f\u65f6\u66f4\u65b0\u3002 \u7531\u4e8e\u6587\u7ae0\u6570\u91cf\u589e\u52a0\uff0c\u6240\u4ee5\u8fdb\u884c\u4e86\u5206\u5272\u6210\u4e24\u90e8\u5206\u3002 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-37066","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\/ 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