{"id":46399,"date":"2023-03-15T14:48:53","date_gmt":"2023-01-19T03:50:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46399-2\/"},"modified":"2024-04-29T19:00:27","modified_gmt":"2024-04-29T11:00:27","slug":"46399-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46399-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u306f\u3058\u3081\u306b<\/h1>\n<p>Python IDE \u306e Spyder \u306b\u306f Spyder notebook \u3068\u3044\u3046\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\nSpyder notebook \u306f Spyder \u5185\u3067 Jupyter Notebook \u306e\u7de8\u96c6\u304c\u53ef\u80fd\u306b\u306a\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3067\u3059\uff0eNotebook \u306e\u7de8\u96c6\u306b\u9650\u3089\u305a\uff0cSpyder \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3068\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\uff0cJupyter Notebook \u306b\u8a18\u8ff0\u3057\u305f\u30e1\u30bd\u30c3\u30c9\u306e\u5b9f\u884c\uff0c\u5909\u6570\u306e\u78ba\u8a8d\u30fb\u66f8\u304d\u63db\u3048\uff0c\u307e\u305f\uff0c\u5909\u6570\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u3067\u306e\u5909\u6570\u306e\u78ba\u8a8d\u306a\u3069\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n\u79c1\u306f Jupytext \u3092\u4f7f\u7528\u3057\u3066\uff0cJupyter Notebook \u3092 py \u30d5\u30a1\u30a4\u30eb\u5f62\u5f0f\u3067\u666e\u6bb5\u4fdd\u5b58\u3057\u305f\u3044\u6d3e\u306a\u306e\u3067\u3059\u304c\uff0c\u73fe\u6642\u70b9\uff082020\/7\/19\uff09\u3067\u306f Spyder Notebook \u4e0a\u3067 Jupytext \u3092\u6709\u52b9\u306b\u3059\u308b\u3068\uff0c\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u4fdd\u5b58\u30fb\u66f4\u65b0\u304c\u3046\u307e\u304f\u3067\u304d\u306a\u3044\u72b6\u614b\u3067\u3059\uff0eSpyder notebook \u306e Issue \u306b\u306f\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u304a\u308a\uff0c\u5c06\u6765\u7684\u306b\u306f\u5bfe\u5fdc\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\uff0c\u73fe\u5728\u306e\u74b0\u5883\u306e\u307e\u307e\u4e0a\u8ff0\u306e\u30a8\u30e9\u30fc\u56de\u907f\u3092\u3059\u308b\u65b9\u6cd5\u3092\u5099\u5fd8\u9332\u3068\u3057\u3066\u63b2\u8f09\u3057\u307e\u3059\uff0e\u3044\u305a\u308c\u306f\u672c\u4f53\u3067\u5bfe\u5fdc\u3055\u308c\u308b\u3068\u601d\u3044\u307e\u3059\u306e\u3067\uff0c\u3053\u306e\u8a18\u4e8b\u306f\u7528\u7121\u3057\u306b\u306a\u308b\u304b\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n<h1>\u672c\u8a18\u4e8b\u306e\u76ee\u7684<\/h1>\n<p>Jupytext \u3092\u6709\u52b9\u5316\u3057\u305f\u72b6\u614b\u3067 Jupyter Notebook \u306e\u30ab\u30fc\u30cd\u30eb\u3092 Spyder \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u63a5\u7d9a\u3057\uff0c\u5909\u6570\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u7b49\u3092\u6709\u52b9\u306b\u3059\u308b\uff0e<\/p>\n<h1>\u78ba\u8a8d\u3057\u305f\u74b0\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS: Windows 10 Pro 64bit 2004<\/ul>\n<\/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: 3.7.3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spyder: 4.1.3, 4.1.4<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spyder notebook: 0.1.4.dev1\uff0c0.2.3<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter: 1.0.0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Jupytext: 1.5.1<\/ul>\n<p>\u203bSpyder notebook 0.3.0 \u4ee5\u964d\u3067\u306f\u52d5\u4f5c\u3057\u307e\u305b\u3093\uff0e<\/p>\n<h1>\u624b\u9806<\/h1>\n<h2>1. \u7de8\u96c6\u3057\u305f\u3044 Notebook \u3092 Spyder Notebook \u3067\u958b\u304f<\/h2>\n<h3>1) Notebook \u30da\u30a4\u30f3\u3092\u958b\u304d\u307e\u3059\uff0e<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/11-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u203b\u901a\u5e38\u306f Spyder notebook \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\uff0cSpyder \u306e\u30a8\u30c7\u30a3\u30bf\u30bf\u30d6\u306e\u96a3\u306b Notebook \u30bf\u30d6\u304c\u81ea\u52d5\u3067\u8ffd\u52a0\u3055\u308c\u307e\u3059\uff0e\u30bf\u30d6\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\uff0c\u300c\u30c4\u30fc\u30eb\u30d0\u30fc &gt; \u8868\u793a &gt; \u30da\u30a4\u30f3 &gt; Notebook\u300d\u3067\u8868\u793a\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\uff0e\u30c4\u30fc\u30eb\u30d0\u30fc\u306e\u30e1\u30cb\u30e5\u30fc\u306b\u3082\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6b63\u5e38\u306b\u3067\u304d\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\uff0e<\/p>\n<h3>2a) \u65e2\u5b58\u306e Notebook \u3092\u958b\u3044\u3066\u7de8\u96c6\u3092\u884c\u3046\u5834\u5408<\/h3>\n<p>\u4ee5\u4e0b\u306e\u624b\u9806\u3067 Notebook \u3092\u958b\u304d\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/15-0.png\" alt=\"image.png\" \/><\/div>\n<h3>2b) \u65b0\u898f\u306e Notebook \u3067\u7de8\u96c6\u3092\u884c\u3046\u5834\u5408<\/h3>\n<p>\u521d\u671f\u72b6\u614b\u3067\u958b\u3044\u3066\u3044\u308b Untitled0.ipynb \u3092\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u4efb\u610f\u306e\u5834\u6240\u306b\u4fdd\u5b58\u3057\u307e\u3059\uff0e<\/p>\n<p>Untitled0.ipynb \u306e\u7a7a\u767d\u90e8\u5206\u3067\u53f3\u30af\u30ea\u30c3\u30af \u2192 Save as&#8230; \u3092 \u9078\u629e<br \/>\n\u307e\u305f\u306f\uff0c\u30da\u30a4\u30f3\u53f3\u4e0a\u306e\u30cf\u30f3\u30d0\u30fc\u30ac\u30fc\u30e1\u30cb\u30e5\u30fc\u304b\u3089 Save as&#8230; \u3092\u9078\u629e<br \/>\n\u30d5\u30a1\u30a4\u30eb\u9078\u629e\u30c0\u30a4\u30a2\u30ed\u30b0\u3067\u30d5\u30a1\u30a4\u30eb\u306e\u4fdd\u5b58\u5148\u3092\u6307\u5b9a\u3057\u3066\u4fdd\u5b58<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/19-0.png\" alt=\"image.png\" \/><\/div>\n<h2>2. Jupytext \u306e\u8a2d\u5b9a<\/h2>\n<p>\uff08\u521d\u3081\u3066Jupytext\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306e\u8a2d\u5b9a\uff0c\u65e2\u306b\u8a2d\u5b9a\u3057\u3066\u3042\u308b\u5834\u5408\u306f\u4e0d\u8981\uff09<\/p>\n<h3>1) \u30d1\u30fc\u30bb\u30f3\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u306e\u30d5\u30a1\u30a4\u30eb\u4fdd\u5b58\u3092\u6709\u52b9\u5316<\/h3>\n<p>Spyder Notebook \u306e\u300cFile &gt; Jupytext &gt; Pair Notebook with percent Script\u300d\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\uff0c\u30d1\u30fc\u30bb\u30f3\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u306e\u30d5\u30a1\u30a4\u30eb\u4fdd\u5b58\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/24-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u4fdd\u5b58\u3092\u3059\u308b\u3068\uff0c\u540c\u4e00\u30d5\u30a9\u30eb\u30c0\u5185\u306b .ipynb \u3068\u540c\u3058\u30d5\u30a1\u30a4\u30eb\u540d\u306e .py \u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/26-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4f8b<\/ul>\n<\/li>\n<\/ul>\n<p>test_spyder_notebook.ipynb<br \/>\ntest_spyder_notebook.py<\/p>\n<h2>3. Spyder Notebook \u306e URL \u306e\u78ba\u8a8d<\/h2>\n<h3>1) \u8d77\u52d5\u4e2d\u306e Jupyter Notebook \u30b5\u30fc\u30d0\u30fc\u306e\u78ba\u8a8d<\/h3>\n<p>Anaconda prompt\u3092\u8d77\u52d5\u3057\u3066\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\uff0c\u73fe\u5728\u8d77\u52d5\u3057\u3066\u3044\u308b Jupyter Notebook \u30b5\u30fc\u30d0\u30fc\u3092\u78ba\u8a8d\u3057\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">jupyter notebook list\r\n<\/span><\/code><\/pre>\n<p>\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\uff0c\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u51fa\u529b\u3055\u308c\u307e\u3059\uff0e<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">Currently running servers:\r\n<\/span><span class=\"gp\">http:\/\/localhost:8888\/?token=52a00d3ac13d903245ea6a85611667c45f19ea7d902d6e3d :: C:\\Users\\&lt;user name&gt;<\/span>\r\n<span class=\"go\">http:\/\/localhost:8889\/?token=d1e551f8c2627bccfd18f9e56a08035c800cd4ccb7f4097b :: C:\\test\r\n<\/span><\/code><\/pre>\n<h3>2) \u30d6\u30e9\u30a6\u30b6\u3067 Notebook \u3092\u958b\u304f<\/h3>\n<p>\u5404URL\u306e\u884c\u672b\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u521d\u671f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3068\uff0cNotebook \u306e\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u304c\u540c\u4e00\u3067\u3042\u308b URL\uff08\u4f8b\u3067\u306f2\u884c\u76ee\uff09\u304c\uff0c\u73fe\u5728 Spyder notebook \u3067\u958b\u3044\u3066\u3044\u308b Notebook \u306e\u30b5\u30fc\u30d0\u30fc\u306e URL \u3067\u3059\uff0e\u8a72\u5f53\u306e URL \u3092 token \u307e\u3067\u5168\u3066\u30b3\u30d4\u30fc\u3057\u3066\u30d6\u30e9\u30a6\u30b6\u3067\u958b\u304d\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/36-0.png\" alt=\"image.png\" \/><\/div>\n<h3>3) Notebook \u306e\u78ba\u8a8d<\/h3>\n<p>\u30d6\u30e9\u30a6\u30b6\u4e0a\u306e Jupyter Notebook \u306e\u30ea\u30b9\u30c8\u306b\u5bfe\u8c61\u306e Notebook \uff08\u4f8b: test_spyder_notebook.ipynb\uff09\u304c\u5b58\u5728\u3059\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\uff0e\u5bfe\u8c61\u306e Notebook \u304c\u78ba\u8a8d\u3067\u304d\u306a\u3044\u5834\u5408\uff0cURL \u304c\u8aa4\u3063\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\uff0e\u305d\u306e\u5834\u5408\u306f\u5148\u7a0b\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u78ba\u8a8d\u3057\u305f URL \u30ea\u30b9\u30c8\u304b\u3089\u5225\u306e URL \u3092\u9078\u629e\u3057\uff0c\u518d\u5ea6\u30d6\u30e9\u30a6\u30b6\u3067\u78ba\u8a8d\u3057\u307e\u3059\uff0e<\/p>\n<h3>4) Spyder Notebook \u4e0a\u306e Notebook \u3092\u9589\u3058\u308b<\/h3>\n<p>\u5bfe\u8c61\u306e Notebook \u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\uff0cSpyder Notebook \u4e0a\u306e Notebook \u306f\u9589\u3058\u307e\u3059\uff0e<br \/>\n\uff08Spyder Notebook \u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u753b\u9762\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3060\u3051\u306e\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\uff09<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/41-0.png\" alt=\"image.png\" \/><\/div>\n<h2>4. \u30d1\u30fc\u30bb\u30f3\u30c8\u30d5\u30a9\u30fc\u30de\u30c3\u30c8 py \u30d5\u30a1\u30a4\u30eb\u3092 Jupyter Notebook \u3067\u958b\u304f<\/h2>\n<h3>1) .py\u30d5\u30a1\u30a4\u30eb\u3092\u30d6\u30e9\u30a6\u30b6\u4e0a\u306e Jupyter Notebook \u3067\u958b\u304f<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u88dc\u8db3<\/ul>\n<\/li>\n<\/ul>\n<p>.py \u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3068\uff0c\u30b9\u30c6\u30fc\u30bf\u30b9\u304c Running \u3068\u306a\u308a\uff0c\u30d5\u30a1\u30a4\u30eb\u540d\u304c\u7dd1\u8272\u306b\u306a\u308a\u307e\u3059\uff0e<br \/>\n.ipynb\u30d5\u30a1\u30a4\u30eb\u306f\u5148\u7a0b spyder \u4e0a\u3067\u9589\u3058\u305f\u306e\u3067\uff0c\u30b0\u30ec\u30fc\u306e\u6587\u5b57\u306b\u306a\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/45-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/46-0.png\" alt=\"image.png\" \/><\/div>\n<h2>5. Jupyter Notebook \u306e\u30ab\u30fc\u30cd\u30eb\u3092 Spyder \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3078\u63a5\u7d9a<\/h2>\n<h3>1) \u65e2\u5b58\u306e\u30ab\u30fc\u30cd\u30eb\u306b\u63a5\u7d9a<\/h3>\n<p>Spyder \u30b3\u30f3\u30bd\u30fc\u30eb\u306e\u30cf\u30f3\u30d0\u30fc\u30ac\u30fc\u30e1\u30cb\u30e5\u30fc\u304b\u3089\uff0c\u300c\u65e2\u5b58\u306e\u30ab\u30fc\u30cd\u30eb\u306b\u63a5\u7d9a\u300d\u3092\u9078\u629e\u3057\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/50-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/51-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u30d5\u30a1\u30a4\u30eb\u9078\u629e\u30c0\u30a4\u30a2\u30ed\u30b0\u304c\u958b\u304f\u306e\u3067\uff0c\u66f4\u65b0\u65e5\u9806\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u4e26\u3073\u66ff\u3048\uff0c\u6700\u3082\u66f4\u65b0\u65e5\u306e\u65b0\u3057\u3044JSON\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/53-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u88dc\u8db3<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u306eJSON\u30d5\u30a1\u30a4\u30eb\u304c\u5148\u7a0b Jupyter Notebook \u3067\u958b\u3044\u305f test_spyder_notebook.py \u30d5\u30a1\u30a4\u30eb\u306e\u30ab\u30fc\u30cd\u30eb\u63a5\u7d9a\u60c5\u5831\u3067\u3059<br \/>\n\u898f\u5b9a\u306e\u63a5\u7d9a\u60c5\u5831\u30d5\u30a1\u30a4\u30eb\uff08json\u30d5\u30a1\u30a4\u30eb\uff09\u306e\u4fdd\u5b58\u5148\u306f C:\\Users\\\\AppData\\Roaming\\jupyter\\runtime \u3067\u3059<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"shell_port\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">49552<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"iopub_port\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">49553<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"stdin_port\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">49554<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"control_port\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">49555<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"hb_port\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">49556<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"ip\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"127.0.0.1\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"key\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"591c2e22-fc725f42989c69108b68f974\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"transport\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"tcp\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"signature_scheme\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"hmac-sha256\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"kernel_name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/56-0.png\" alt=\"image.png\" \/><\/div>\n<h3>2) \u63a5\u7d9a\u5f8c\u306e\u72b6\u614b<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/58-0.png\" alt=\"image.png\" \/><\/div>\n<h2>6. \u5b9f\u884c\u4f8b<\/h2>\n<h3>1) Jupyter Notebook \u3078\u306e\u5165\u529b<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/61-0.png\" alt=\"image.png\" \/><\/div>\n<h3>2) \u5909\u6570\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u306e\u78ba\u8a8d<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/63-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u3053\u306e\u72b6\u614b\u3067 Spyder \u306e\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u7a7a\u884c\u306e\u307e\u307e Enter \u30ad\u30fc\u3092\u62bc\u3057\u5b9f\u884c\u3059\u308b\u3068\uff0c\u5909\u66f4\u304c\u53cd\u6620\u3055\u308c\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/65-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u5909\u66f4\u304c\u53cd\u6620\u3055\u308c\u308b\u3068\uff0c\u666e\u6bb5 Spyder \u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u969b\u3068\u540c\u69d8\u306b\uff0c\u5909\u6570\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u3067\u5909\u6570\u306e\u78ba\u8a8d\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/67-0.png\" alt=\"image.png\" \/><\/div>\n<h3>3) Spyder\u4e0a\u3067\u306e py \u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6<\/h3>\n<p>Jupytext \u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\uff0cJupyter Notebook \u4e0a\u3067\u306e\u5b9f\u884c\u5185\u5bb9\u306f\u968f\u6642 py \u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u304d\u307e\u3059\uff0epy \u30d5\u30a1\u30a4\u30eb\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u30d5\u30a1\u30a4\u30eb\u306a\u306e\u3067 Spyder \u306e\u30a8\u30c7\u30a3\u30bf\u3067\u3082\u958b\u304f\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308a\uff0c\u7de8\u96c6\u3082\u53ef\u80fd\u3067\u3059\uff0e<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/70-0.png\" alt=\"image.png\" \/><\/div>\n<h4>\u6ce8\u610f\u70b9<\/h4>\n<p>Jupyter Notebook \u4e0a\u3067\u5909\u66f4\u304c\u3042\u308b\u3068\uff0cSpyder \u306e\u30a8\u30c7\u30a3\u30bf\u304c\u81ea\u52d5\u3067 py \u30d5\u30a1\u30a4\u30eb\u3092\u518d\u8aad\u307f\u8fbc\u307f\u3057\u307e\u3059\u304c\uff0cSpyder \u306e\u30a8\u30c7\u30a3\u30bf\u4e0a\u3067py\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u66f4\u3057\u3066\u3082 Jupyter Notebook \u306f\u81ea\u52d5\u3067\u518d\u8aad\u307f\u8fbc\u307f\u3057\u3066\u304f\u308c\u307e\u305b\u3093\uff0eSpyder \u306e\u30a8\u30c7\u30a3\u30bf\u4e0a\u3067\u5909\u66f4\u3057\u305f\u5185\u5bb9\u3092 Jupyter Notebook \u306b\u53cd\u6620\u3055\u305b\u308b\u5834\u5408\u306f\uff0cJupyter Notebook \u306e\u30da\u30fc\u30b8\u3092 F5 \u30ad\u30fc\u306a\u3069\u3067\u518d\u8aad\u8fbc\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\uff08\u8a2d\u5b9a\u3067\u5bfe\u5fdc\u3067\u304d\u305d\u3046\u3067\u3059\u304c\u79c1\u306f\u5224\u3063\u3066\u3044\u307e\u305b\u3093\uff0e\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b Python IDE \u306e Spyder \u306b\u306f Spyder notebook \u3068\u3044\u3046\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3042\u308a [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46399","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\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46399-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b Python IDE \u306e Spyder \u306b\u306f Spyder notebook \u3068\u3044\u3046\u30d7\u30e9\u30b0\u30a4\u30f3\u304c\u3042\u308a [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46399-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-19T03:50:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T11:00:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d647a37434c4406d047e2\/11-0.png\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u9038, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" 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