{"id":46149,"date":"2023-06-20T06:39:46","date_gmt":"2023-10-05T12:28:08","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46149-2\/"},"modified":"2024-04-30T09:45:04","modified_gmt":"2024-04-30T01:45:04","slug":"46149-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46149-2\/","title":{"rendered":""},"content":{"rendered":"<p>jupyter notebook\u306ePython\u30b3\u30fc\u30c9\u3092\u5225\u30de\u30b7\u30f3\u3067\u5b9f\u884c\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u3001jupyter\u306eAPI\u3092\u7528\u3044\u3066\u629c\u304d\u51fa\u3057\uff06\u4fdd\u5b58\u3059\u308b\u3053\u3068\u306b\u3057\u305f\u3002<\/p>\n<h2>\u74b0\u5883<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter (docker image)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">jupyter\/scipy-notebook:19db0c85c56d<\/ul>\n<h2>Jupyter\u30c8\u30fc\u30af\u30f3\u3092\u8abf\u3079\u308b<\/h2>\n<p>\u5916\u90e8\u304b\u3089jupyter\u3092\u64cd\u4f5c\u3059\u308b\u305f\u3081\u306b\u30c8\u30fc\u30af\u30f3\u304c\u5fc5\u8981\u306a\u305f\u3081\u3001\u307e\u305a\u306f\u30c8\u30fc\u30af\u30f3\u3092\u8abf\u3079\u308b\u3002<\/p>\n<p>\u6700\u521d\u306bjupyter\u8d77\u52d5\u3059\u308b\u969b\u306b\u5165\u529b\u3057\u3066\u3044\u308b\uff08\u306f\u305a\uff1f\uff09\u3060\u304c\u3001\u5927\u62b5\u306f\u5fd8\u308c\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u3068\u601d\u3046\u306e\u3067\u3001jupyter\u30b3\u30f3\u30c6\u30ca\u3092\u63a2\u3059\u2192\u30ed\u30b0\u8868\u793a\u2192\u30c8\u30fc\u30af\u30f3\u78ba\u8a8d\u306e\u9806\u3067\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>jupyter\u30b3\u30f3\u30c6\u30ca\u3092\u63a2\u3059<br \/>\n\u4e0b\u8a18\u4f8b\u3067\u306fID\u304c022298a2039a\u3001\u30b3\u30f3\u30c6\u30ca\u540d\u304cjupyter\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>$ docker ps<br \/>\nCONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES<br \/>\n022298a2039a jupyter\/scipy-notebook:latest &#8220;tini -g &#8212; start-no\u2026&#8221; 11 days ago Up 2 days 0.0.0.0:8888-&gt;8888\/tcp jupyter<\/p>\n<p>\u30ed\u30b0\u8868\u793a\u3059\u308b<br \/>\nID or \u30b3\u30f3\u30c6\u30ca\u540d\u3092\u6307\u5b9a\u3057\u3066\u3001\u30ed\u30b0\u3092\u8868\u793a\u3059\u308b\u3002<\/p>\n<p># \u30b3\u30f3\u30c6\u30caID\u306e\u5834\u5408<br \/>\n$ docker logs 022298a2039a<br \/>\n# \u30b3\u30f3\u30c6\u30ca\u540d\u306e\u5834\u5408<br \/>\n$ docker logs jupyter<br \/>\n# docker-compose\u306e\u5834\u5408<br \/>\n$ docker-compose logs<\/p>\n<p>\u30c8\u30fc\u30af\u30f3\u306e\u78ba\u8a8d<br \/>\n\u304a\u305d\u3089\u304f\u30ed\u30b0\u306e\u6700\u5f8c\u306e\u65b9\u306btoken\u306e\u8a18\u8f09\u304c\u3042\u308b\u3002<br \/>\nAPI\u306a\u3069\u306e\u30a8\u30e9\u30fc\u30ed\u30b0\u304c\u51fa\u308b\u306e\u3067\u3001\u4f55\u56de\u304b\u8a66\u884c\u932f\u8aa4\u3057\u3066\u3044\u308b\u3068\u30ed\u30b0\u306f\u6d41\u308c\u3066\u3044\u3063\u3066\u3057\u307e\u3046&#8230;\u3002<\/p>\n<p>jupyter | Or copy and paste one of these URLs:<br \/>\njupyter | http:\/\/022298a2039a:8888\/?token=xxxxxxxxxxxxxxxxxxxxxxxxxxxx<br \/>\njupyter | or http:\/\/127.0.0.1:8888\/?token=xxxxxxxxxxxxxxxxxxxxxxxxxxxx<\/p>\n<h2>\u5916\u90e8\u304b\u3089JupyterAPI\u3092\u53e9\u304f<\/h2>\n<h3>Notebook\u306e\u72b6\u614b<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d62d537434c4406d00c61\/9-0.png\" alt=\"image.png\" \/><\/div>\n<h3>API\u3092\u53e9\u304f\u5074\u306e\u5b9f\u884c\u74b0\u5883<\/h3>\n<p>python\u3067API\u64cd\u4f5c\u3059\u308b\u306e\u3067\u3001requests\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u5fc5\u8981\u3002requests\u3092\u5165\u308c\u308b\u3060\u3051\u306a\u306e\u3067Docker\u3058\u3083\u306a\u304f\u3066\u3082\u3088\u3044\u3051\u3069\u3001\u5f8c\u3067\u30b5\u30fc\u30d3\u30b9\u5316\u3057\u3084\u3059\u3044\u304b\u306a\u30fb\u30fb\u3068\u601d\u3044\u3001\u30b3\u30f3\u30c6\u30ca\u306b\u3057\u3066\u304a\u304f\u3002<br \/>\n\u4ee5\u4e0b\u8a66\u884c\u74b0\u5883\u306e\u8a73\u7d30(Dockerfile)\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> python:3.6-buster<\/span>\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install <\/span>requests\r\n<\/code><\/pre>\n<p>\u30d3\u30eb\u30c9\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker build <span class=\"nt\">-t<\/span> jupyter-api <span class=\"nb\">.<\/span>\r\n<\/code><\/pre>\n<p>\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u3002<br \/>\n\u30de\u30a6\u30f3\u30c8(-v)\u306f\u7121\u304f\u3066\u3082\u3088\u3044\u304c\u3001\u4f5c\u6210\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u308a\u51fa\u3059\u305f\u3081\u306b\u3068\u308a\u3042\u3048\u305a\u30ab\u30ec\u30f3\u30c8\u3092\u30de\u30a6\u30f3\u30c8\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>docker run <span class=\"nt\">-it<\/span> <span class=\"nt\">--net<\/span> host <span class=\"nt\">-v<\/span> <span class=\"si\">$(<\/span><span class=\"nb\">pwd<\/span><span class=\"si\">)<\/span>:\/tmp jupyter-api bash\r\n<\/code><\/pre>\n<h3>API\u8a66\u884c<\/h3>\n<p>\u307e\u305a\u306fjupyter\u306eAPI\u3092\u4f7f\u7528\u53ef\u80fd\u304b\u78ba\u8a8d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">requests<\/span>\r\n<span class=\"n\">url_api<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'http:\/\/localhost:8888\/api'<\/span>\r\n<span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">requests<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"n\">url_api<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">status_code<\/span><span class=\"p\">,<\/span> <span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>  <span class=\"c1\"># 200 {\"version\": \"6.0.3\"}\r\n<\/span><\/code><\/pre>\n<p>\u7121\u4e8b\u3001API\u306f\u53e9\u3051\u308b\u3088\u3046\u306a\u306e\u3067Notebook\u3092\u53d6\u5f97\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">notebook_path<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'\/work\/test1.ipynb'<\/span>\r\n<span class=\"n\">url_file<\/span> <span class=\"o\">=<\/span> <span class=\"n\">url_api<\/span> <span class=\"o\">+<\/span> <span class=\"s\">'\/contents'<\/span> <span class=\"o\">+<\/span> <span class=\"n\">notebook_path<\/span>\r\n\r\n<span class=\"n\">token<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'xxxxxxxxxxxxxxxxx'<\/span>   <span class=\"c1\"># \u30c8\u30fc\u30af\u30f3\u3092\u8a2d\u5b9a\r\n<\/span><span class=\"n\">headers<\/span> <span class=\"o\">=<\/span>  <span class=\"p\">{<\/span><span class=\"s\">'Authorization'<\/span><span class=\"p\">:<\/span> <span class=\"s\">'token '<\/span> <span class=\"o\">+<\/span> <span class=\"n\">token<\/span><span class=\"p\">}<\/span>\r\n\r\n<span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">requests<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"n\">url_file<\/span><span class=\"p\">,<\/span> <span class=\"n\">headers<\/span><span class=\"o\">=<\/span><span class=\"n\">headers<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>response.text\u306bnotebook\u60c5\u5831\u304cjson\u5f62\u5f0f\u3067\u8fd4\u3063\u3066\u304f\u308b\u3002<br \/>\n\u4ee5\u4e0b\u3001print(response.text)\u306e\u5b9f\u884c\u7d50\u679c\u3092\u8868\u793a\u7528\u306b\u6574\u5f62\u3057\u305f\u3082\u306e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"p\">{<\/span>\r\n  <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"test1.ipynb\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"path\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"work\/test1.ipynb\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"last_modified\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"2020-03-07T21:08:58.897321Z\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"created\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"2020-03-07T21:08:57.594298Z\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"content\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nl\">\"cells\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n      <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"cell_type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"code\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"execution_count\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"metadata\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"trusted\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"outputs\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">[<\/span>\r\n          <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"data\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n              <span class=\"nl\">\"text\/plain\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"array([0.83709745, 0.46685874, 0.94285637, 0.03938868, 0.79617107,<\/span><span class=\"se\">\\n<\/span><span class=\"s2\">       0.98784776, 0.27798577, 0.96118447, 0.5253161 , 0.0690074 ])\"<\/span>\r\n            <span class=\"p\">},<\/span>\r\n            <span class=\"nl\">\"execution_count\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">1<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"metadata\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{},<\/span>\r\n            <span class=\"nl\">\"output_type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"execute_result\"<\/span>\r\n          <span class=\"p\">}<\/span>\r\n        <span class=\"p\">],<\/span>\r\n        <span class=\"nl\">\"source\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"import numpy as np<\/span><span class=\"se\">\\n<\/span><span class=\"s2\">np.random.random(10)\"<\/span>\r\n      <span class=\"p\">}<\/span>\r\n    <span class=\"p\">],<\/span>\r\n    <span class=\"nl\">\"metadata\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nl\">\"kernelspec\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"display_name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"Python 3\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"language\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"python3\"<\/span>\r\n      <span class=\"p\">},<\/span>\r\n      <span class=\"nl\">\"language_info\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n        <span class=\"nl\">\"codemirror_mode\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n          <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"ipython\"<\/span><span class=\"p\">,<\/span>\r\n          <span class=\"nl\">\"version\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">3<\/span>\r\n        <span class=\"p\">},<\/span>\r\n        <span class=\"nl\">\"file_extension\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\".py\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"mimetype\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"text\/x-python\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"name\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"nbconvert_exporter\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"python\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"pygments_lexer\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"ipython3\"<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"nl\">\"version\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"3.7.4\"<\/span>\r\n      <span class=\"p\">}<\/span>\r\n    <span class=\"p\">},<\/span>\r\n    <span class=\"nl\">\"nbformat\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">4<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"nl\">\"nbformat_minor\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">4<\/span>\r\n  <span class=\"p\">},<\/span>\r\n  <span class=\"nl\">\"format\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"json\"<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"mimetype\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">null<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"size\"<\/span><span class=\"p\">:<\/span> <span class=\"mi\">921<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"writable\"<\/span><span class=\"p\">:<\/span> <span class=\"kc\">true<\/span><span class=\"p\">,<\/span>\r\n  <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"notebook\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4eca\u56de\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30b3\u30fc\u30c9\u90e8\u5206\u3092\u53d6\u308a\u51fa\u3057\u305f\u3044\u306e\u3067\u3001content.cells.cell_type = &#8216;code&#8217;\u306e\u30d6\u30ed\u30c3\u30af\u306esource\u3092\u629c\u304d\u51fa\u305b\u3070\u3088\u3044\u3002<br \/>\ncell_type\u306f\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u30d6\u30ed\u30c3\u30af\u306e\u5834\u5408\u306fcell_type = &#8216;markdown&#8217;\u3068\u306a\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">json<\/span>\r\n<span class=\"n\">json_src<\/span> <span class=\"o\">=<\/span> <span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"n\">loads<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">.<\/span><span class=\"n\">text<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">src<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">cell<\/span><span class=\"p\">[<\/span><span class=\"s\">'source'<\/span><span class=\"p\">]<\/span> <span class=\"k\">for<\/span> <span class=\"n\">cell<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">json_src<\/span><span class=\"p\">[<\/span><span class=\"s\">'content'<\/span><span class=\"p\">][<\/span><span class=\"s\">'cells'<\/span><span class=\"p\">]<\/span> <span class=\"k\">if<\/span> <span class=\"n\">cell<\/span><span class=\"p\">[<\/span><span class=\"s\">'cell_type'<\/span><span class=\"p\">]<\/span> <span class=\"o\">==<\/span> <span class=\"s\">'code'<\/span><span class=\"p\">]<\/span>\r\n<\/code><\/pre>\n<p>src\u306b\u306f\u914d\u5217\u8981\u7d20\u3068\u3057\u3066\u3001\u5404\u30bb\u30eb\u306e\u30b3\u30fc\u30c9\u304c\u683c\u7d0d\u3055\u308c\u3066\u304a\u308a\u3001\u4eca\u56de\u306f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u30bb\u30eb\u304c1\u3064\u306a\u306e\u3067\u30011\u8981\u7d20\u306e\u914d\u5217\u3068\u306a\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code>['import numpy as np\\nnp.random.random(10)']                                      \r\n<\/code><\/pre>\n<p>\u30d5\u30a1\u30a4\u30eb\u306b\u51fa\u529b\u3059\u308b\u3002\u4e00\u5fdcUTF8\u5ba3\u8a00\u3092\u4ed8\u3051\u3066\u51fa\u529b\u3057\u3066\u304a\u304f\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">with<\/span> <span class=\"nb\">open<\/span><span class=\"p\">(<\/span><span class=\"s\">'\/tmp\/test1.py'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'w'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"s\">\"# -*- coding: utf-8 -*-\"<\/span><span class=\"p\">,<\/span> <span class=\"nb\">file<\/span><span class=\"o\">=<\/span><span class=\"n\">f<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">for<\/span> <span class=\"n\">block<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">src<\/span><span class=\"p\">:<\/span>\r\n        <span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">block<\/span><span class=\"p\">,<\/span> <span class=\"nb\">file<\/span><span class=\"o\">=<\/span><span class=\"n\">f<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u3092\u78ba\u8a8d\u3002\u3070\u3063\u3061\u308a\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># -*- coding: utf-8 -*-\r\n<\/span><span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">(<\/span><span class=\"mi\">10<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<p>Notebook\u304b\u3089\u7121\u4e8b\u51fa\u529b\u3067\u304d\u305f\u306e\u3067\u3001\u5f8c\u306f\u716e\u308b\u306a\u308a\u713c\u304f\u306a\u308a\u5b9f\u884c\u3059\u308b\u306a\u308a\u3067\u304d\u305d\u3046\u3002<\/p>\n<h2>\u53c2\u8003\u8cc7\u6599<\/h2>\n<p>jupyter \u3092 docker \u3067\u8d77\u52d5\u5f8c\u306b\u3001token \u78ba\u8a8d\u3059\u308b\u30b3\u30de\u30f3\u30c9<br \/>\n\u30c8\u30fc\u30af\u30f3\u306e\u8abf\u3079\u65b9\u3092\u53c2\u8003\u306b\u3057\u305f\u3002<\/p>\n<p>stack overflow: Interact with Jupyter Notebooks via API<br \/>\n\u69cb\u6587\u3092\u53c2\u8003\u306b\u3057\u305f\u3002<\/p>\n<p>Jupyter Notebook &#8211; Contents API<br \/>\n\u30c7\u30fc\u30bf\u69cb\u9020\u306f\u3053\u3053\u3092\u898b\u305f\u3002<\/p>\n<p>Jupyter Notebook Server API<br \/>\nAPI\u3092\u8abf\u3079\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>jupyter notebook\u306ePython\u30b3\u30fc\u30c9\u3092\u5225\u30de\u30b7\u30f3\u3067\u5b9f\u884c\u3057\u305f\u304b\u3063\u305f\u306e\u3067\u3001jupyter\u306eAPI\u3092\u7528 [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46149","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, 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