{"id":46449,"date":"2023-03-02T13:53:37","date_gmt":"2023-05-15T03:10:34","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46449-2\/"},"modified":"2024-04-29T17:04:39","modified_gmt":"2024-04-29T09:04:39","slug":"46449-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46449-2\/","title":{"rendered":""},"content":{"rendered":"

Databricks and Jupyter: Announcing ipywidgets in the Databricks Notebook – The Databricks Blog\u306e\u7ffb\u8a33\u3067\u3059\u3002<\/p>\n

\n

\u672c\u66f8\u306f\u6284\u8a33\u3067\u3042\u308a\u5185\u5bb9\u306e\u6b63\u78ba\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6b63\u78ba\u306a\u5185\u5bb9\u306b\u95a2\u3057\u3066\u306f\u539f\u6587\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n

Jupyter\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027\u3092\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u306b<\/h1>\n

\u672c\u65e5\u3001Databiricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3068\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30aa\u30fc\u30d7\u30f3\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u8cac\u4efb\u3092\u6301\u3063\u3066\u304d\u305f\u79d1\u5b66\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308bProject Jupyter\u306b\u3088\u3063\u3066\u78ba\u7acb\u3055\u308c\u305f\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u9593\u306e\u5bc6\u63a5\u306a\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u767a\u8868\u3067\u304d\u308b\u3053\u3068\u3092\u5b09\u3057\u304f\u601d\u3063\u3066\u3044\u307e\u3059\u3002Databricks\u30e9\u30f3\u30bf\u30a4\u30e011.0 (DBR 11.0)\u306e\u30ea\u30ea\u30fc\u30b9\u306b\u3088\u3063\u3066\u3001Databricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f(Jupyter Widgets\u3068\u3057\u3066\u77e5\u3089\u308c\u308b)ipywidgets\u3068\u3001Jupyter\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u5f37\u5316\u3059\u308bPython\u5b9f\u884c\u30a8\u30f3\u30b8\u30f3\u3067\u3042\u308bIPython kernel\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n

Databricks\u306b\u304a\u3044\u3066\u306f\u3001\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3092\u30c7\u30fc\u30bf\u306e\u6d1e\u5bdf\u3092\u4f5c\u6210\u3057\u5171\u6709\u3059\u308b\u6700\u7d42\u76ee\u7684\u5730\u306b\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u306b\u30b3\u30df\u30c3\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u7686\u69d8\u306e\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3092\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u5909\u63db\u3059\u308b\u305f\u3081\u306b\u3001\u6e6f\uff3e\u3056\u30fc\u306e\u5168\u3066\u306e\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u53ef\u80fd\u306a\u9650\u308a\u30b7\u30f3\u30d7\u30eb\u306a\u3082\u306e\u306b\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u304a\u308a\u3001\u3053\u306e\u4e3b\u8981\u306a\u90e8\u5206\u306b\u3088\u3063\u3066\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6027\u3092\u901a\u3058\u3066\u30e6\u30fc\u30b6\u30fc\u304c\u81ea\u5206\u306e\u5206\u6790\u3068\u30c7\u30fc\u30bf\u8cc7\u7523\u3092\u3088\u308a\u30ea\u30c3\u30c1\u306a\u3082\u306e\u306b\u3067\u304d\u308b\u3068\u4fe1\u3058\u3066\u3044\u307e\u3059\u3002ipywidgets\u3068\u306e\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u3063\u3066\u3001\u3053\u306e\u30d3\u30b8\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u5049\u5927\u306a\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u7686\u69d8\u304c\u3053\u308c\u3089\u3092\u6d3b\u7528\u3057\u3066\u751f\u307f\u51fa\u3059\u3082\u306e\u3092\u898b\u308b\u3053\u3068\u3092\u697d\u3057\u307f\u306b\u3057\u3066\u3044\u307e\u3059\uff01<\/p>\n

ipywidgets<\/h1>\n
\"\"<\/div>\n
\"\"<\/div>\n

\u4f8b\u3068\u3057\u3066\u3001\u3053\u3061\u3089\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u306fDatabricks\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u8fb2\u5bb6\u306e\u30de\u30fc\u30b1\u30c3\u30c8\u306e\u5834\u6240\u3092\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306bipyleaflet\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

Databricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067Python\u3092\u4f7f\u7528\u3059\u308b\u969b\u3001Ipywidgets\u304c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3092\u4f5c\u6210\u3059\u308b\u63a8\u5968\u306e\u65b9\u6cd5\u3068\u306a\u308a\u307e\u3059\u3002DBR 11.0\u306b\u304a\u3051\u308bDatabricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u306f\u3001\u30b3\u30a2\u306aipywidget\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3001plotly\u3001ipyleaflet\u3001ipyslickgrid\u306e\u30ab\u30b9\u30bf\u30e0\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u30d1\u30c3\u30b1\u30fc\u30b8\u306b\u5bfe\u3059\u308b\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3084\u30b8\u30e7\u30d6\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u63d0\u4f9b\u3059\u308b\u969b\u306b\u306f\u3001\u5f93\u6765\u901a\u308aDatabricks\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n

Databricks\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u516c\u5f0f\u306eipywidgets\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3088\u308a\u591a\u304f\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u3001ipywidgets examples\u306e\u516c\u5f0f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3067\u3088\u308a\u9ad8\u5ea6\u306aipywidgets\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5411\u3053\u3046\u6570\u30f6\u6708\u3067\u3088\u308a\u591a\u304f\u306e\u3053\u308c\u3089\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8ffd\u52a0\u3067\u304d\u308b\u3053\u3068\u3092\u5b09\u3057\u304f\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u8208\u596e\u3057\u3066\u3044\u308b\u306e\u306fbamboolib\u3067\u3042\u308a\u3001\u307e\u3082\u306a\u304fDatabricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3055\u3089\u306b\u591a\u304f\u306e\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n

IPython Kernel<\/h1>\n

DBR 11.0\u306e\u4e00\u90e8\u3068\u3057\u3066\u3001Databricks\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067\u9577\u5e74\u4f7f\u3044\u7d9a\u3051\u3066\u3044\u305f\u30ab\u30b9\u30bf\u30e0\u306ePython\u5b9f\u884c\u30a8\u30f3\u30b8\u30f3\u3092\u3001IPython\u30ab\u30fc\u30cd\u30eb\u5b9f\u884c\u30a8\u30f3\u30b8\u30f3\u306b\u7f6e\u304d\u63db\u3048\u307e\u3057\u305f\u3002IPython\u30ab\u30fc\u30cd\u30eb\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001Databricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306bJupyter\u306e\u6a19\u6e96\u3084\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u5bc6\u63a5\u306b\u30a2\u30e9\u30a4\u30f3\u3055\u305b\u3001\u7279\u306b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u304a\u3051\u308bipywidgets\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u3001\u6211\u3005\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6539\u5584\u306b\u8ca2\u732e\u3067\u304d\u308b\u3053\u3068\u3092\u5b09\u3057\u304f\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

Databricks\u306fProject Jupyter\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059<\/h1>\n

\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u6280\u8853\u306b\u7acb\u811a\u3057\u3001MLflow\u3084Delta Lake\u306e\u3088\u3046\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3092\u7acb\u3061\u4e0a\u3052\u305f\u4f01\u696d\u3068\u3057\u3066\u3001Databricks\u306f\u5065\u5168\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304c\u3001\u6211\u3005\u304cProject Jupyter\u306einstitutional partner\u3068\u306a\u308a\u3001Jupyter(\u3068ipywidgets)\u306e\u958b\u767a\u306e\u30b9\u30dd\u30f3\u30b5\u30fc\u3068\u306a\u308a\u3002Jupyter\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6539\u5584\u3068\u30d0\u30b0\u4fee\u6b63\u306bDatabricks\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8ca2\u732e\u3057\u3066\u3044\u308b\u7406\u7531\u3067\u3059\u3002\u6211\u3005\u306fJupyter\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u8ca2\u732e\u3092\u5897\u3084\u3057\u3001\u305d\u308c\u3089\u306e\u6a5f\u80fd\u3092Databricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3067\u304d\u308b\u3053\u3068\u3092\u5b09\u3057\u304f\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046<\/h1>\n

AWS\u304bAzure\u306eDatabricks\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067ipywidgets\u3092\u8a66\u3059\u305f\u3081\u306b\u3001\u5fc5\u8981\u306a\u3053\u3068\u306fDBR 11.0\u4ee5\u964d\u304c\u7a3c\u50cd\u3059\u308b\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u9078\u629e\u3057\u3001ipywidgets\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u3060\u3051\u3067\u3059\u3002DBR 11.1\u4ee5\u964d\u3067\u306fGCP\u3067\u3082\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u8a73\u7d30\u3084\u30b5\u30f3\u30d7\u30eb\u306b\u3064\u3044\u3066\u306f\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u3055\u3089\u306bDatabricks\u306b\u8ffd\u52a0\u3055\u308c\u308bJupyter\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6a5f\u80fd\u3084\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306b\u3064\u3044s\u3066\u77e5\u308a\u305f\u3044\u306e\u3067\u3042\u308c\u3070\u3001\u305c\u3072\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\uff01<\/p>\n

Databricks \u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb<\/h3>\n

Databricks \u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb<\/p>\n","protected":false},"excerpt":{"rendered":"

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