{"id":2306,"date":"2021-09-10T14:12:06","date_gmt":"2021-09-10T05:12:06","guid":{"rendered":"https:\/\/www.amano-labo.jp\/pages\/?p=2306"},"modified":"2021-09-10T14:12:06","modified_gmt":"2021-09-10T05:12:06","slug":"%e8%a6%81%e7%b4%84%e5%8c%96%e3%82%b5%e3%83%bc%e3%83%90%e3%83%bc%e3%82%92%e4%bd%9c%e3%81%a3%e3%81%a6%e3%81%bf%e3%81%9f","status":"publish","type":"post","link":"https:\/\/www.amano-labo.jp\/pages\/blog\/2306\/","title":{"rendered":"\u8981\u7d04\u5316\u30b5\u30fc\u30d0\u30fc\u3092\u4f5c\u3063\u3066\u307f\u305f"},"content":{"rendered":"<div class=\"amano- amano-entity-placement\" id=\"amano-1541318345\"><div id=\"amano-3984018878\"><a href=\"https:\/\/www.amazon.co.jp\/dp\/4274222640\/ref=cm_sw_r_cp_ep_dp_RK1JBb6W0ZSQ5\" aria-label=\"iotbook201809\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809.png\" alt=\"\"  srcset=\"https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809.png 1000w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-300x24.png 300w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-768x61.png 768w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-100x8.png 100w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-150x12.png 150w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-200x16.png 200w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-450x36.png 450w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-600x48.png 600w, https:\/\/www.amano-labo.jp\/pages\/wp-content\/uploads\/2018\/06\/iotbook201809-900x72.png 900w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" width=\"1000\" height=\"80\"   \/><\/a><\/div><\/div>\n<p>AI\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u6280\u8853\u304c\u3059\u3054\u304f\u9032\u3093\u3067\u3044\u3066\u3001\u305d\u306e\u4e2d\u306b\u6587\u66f8\u8981\u7d04\u304c\u3042\u308a\u307e\u3059\u3002\u9577\u3044\u6587\u66f8\u3092\u77ed\u304f\u8981\u7d04\u3059\u308b\u3068\u76ee\u3092\u901a\u3059\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u3066\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6280\u8853\u3092\u5c0e\u5165\u3057\u305f\u3044\u3068\u8003\u3048\u307e\u3057\u305f\u304c\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u30c7\u30fc\u30bf\u3092\u6d41\u3057\u8fbc\u3080\u306e\u306f\u305f\u3081\u3089\u308f\u308c\u307e\u3059\u3002BERT\u3084GPT-2\u3092\u4f7f\u3063\u305f\u6587\u66f8\u8981\u7d04\u306e\u8a18\u4e8b\u3082\u591a\u3005\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306f\u5358\u7d14\u5316\u3055\u308c\u3066\u3044\u3066\uff08\u3068\u3066\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\uff09\u3001\u6b21\u3005\u3068\u8981\u7d04\u3092\u3057\u3066\u3044\u304d\u305f\u3044\u5834\u5408\u306b\u306f\u521d\u671f\u5316\u51e6\u7406\u304c\u9577\u304f\u306a\u308a\u3059\u304e\u3066\u3055\u3059\u304c\u306b\u5f85\u3066\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u8a66\u884c\u3068\u3057\u3066\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u4f5c\u3059\u308b\u8981\u7d04\u5316\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u3092\u4f5c\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002\u666e\u6bb5Python\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u3057\u306a\u3044\u306e\u3067\u3001\u305d\u306e\u30c8\u30e9\u30a4\u30a2\u30eb\u3092\u517c\u306d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.amano-labo.jp\/pages\/blog\/2306\/#%E4%BD%BF%E7%94%A8%E7%92%B0%E5%A2%83\" >\u4f7f\u7528\u74b0\u5883<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.amano-labo.jp\/pages\/blog\/2306\/#%E4%BB%95%E6%A7%98\" >\u4ed5\u69d8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.amano-labo.jp\/pages\/blog\/2306\/#%E3%82%B3%E3%83%BC%E3%83%89\" >\u30b3\u30fc\u30c9<\/a><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BD%BF%E7%94%A8%E7%92%B0%E5%A2%83\"><\/span>\u4f7f\u7528\u74b0\u5883<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u4ee5\u4e0b\u3092\u7528\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Python\uff083.9.0\uff09 Windows\u7248<\/li><li>Django : Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u7528\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/li><li>TransformerSummarizer : \u6587\u66f8\u8981\u7d04\uff08gpt2-medium\u3092\u7528\u3044\u307e\u3057\u305f\uff09<\/li><li>Excel &amp; VBA : \u547c\u3073\u51fa\u3057\u5074<\/li><\/ul>\n\n\n\n<p>\u6700\u521d\u306f\u6a19\u6e96\u306ehttp.server\u3067\u5b9f\u73fe\u3057\u3088\u3046\u3068\u3057\u307e\u3057\u305f\u304c\u3001\u79c1\u306b\u7406\u89e3\u3059\u308b\u7bc4\u56f2\u3067\u306f\u51e6\u7406\u306e\u91cd\u3044\u521d\u671f\u5316\u3092\u5916\u51fa\u3057\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BB%95%E6%A7%98\"><\/span>\u4ed5\u69d8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u3053\u3053\u3067\u306fHTTP\/POST\u3067targetText\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u5909\u63db\u3057\u305f\u3044\u5143\u306e\u6587\u66f8\u3092\u5165\u308c\u3066\u9001\u308b\u3068\u3001\u8981\u7d04\u6587\u304c\u8fd4\u4fe1\u3055\u308c\u308b\u3053\u3068\u3068\u3057\u307e\u3057\u305f\u3002\u624b\u52d5\u3067\u5229\u7528\u3059\u308b\u3082\u306e\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u30b3\u30fc\u30eb\u3059\u308b\u3082\u306e\u306e2\u7a2e\u985e\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5f53\u521dGET\u3067\u4f5c\u3063\u3066\u3044\u307e\u3057\u305f\u304c\u5bfe\u8c61\u306e\u6587\u304c\u9577\u304f\u306a\u3063\u305f\u3068\u304d\u306b\u554f\u984c\u304c\u751f\u3058\u307e\u3057\u305f\u3002\u8abf\u3079\u3066\u307f\u308b\u3068<a href=\"https:\/\/support.microsoft.com\/ja-jp\/topic\/url-%E3%81%AE%E6%9C%80%E5%A4%A7%E9%95%B7%E3%81%AF-2-083-%E6%96%87%E5%AD%97internet-explorer-174e7c8a-6666-f4e0-6fd6-908b53c12246#:~:text=GET%20%E3%83%A1%E3%82%BD%E3%83%83%E3%83%89%E3%82%92%E4%BD%BF%E7%94%A8%E3%81%97,%E3%82%92%E5%BC%95%E3%81%84%E3%81%9F%E5%80%A4%E3%81%A7%E3%81%99%E3%80%82\">URL\u306b\u306f\u9577\u3055\u5236\u9650<\/a>\u304c\u3042\u308b\u3088\u3046\u3067\u3059\u3002\u9577\u3044\u304b\u3089\u8981\u7d04\u3057\u305f\u3044\u306e\u30672000\u6587\u5b57\u7a0b\u5ea6\u3067\u5236\u9650\u304c\u3042\u308b\u306e\u306f\u672c\u672b\u8ee2\u5012\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%83%BC%E3%83%89\"><\/span>\u30b3\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7279\u5fb4\u306e\u3042\u308b\u90e8\u5206\u3060\u3051\u629c\u304d\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u4ee5\u5916\u306bDjango\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u306b\u5e7e\u3064\u304b\u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>view.py\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3068\u3057\u307e\u3057\u305f\u3002model\u306e\u521d\u671f\u5316\u3092\u5909\u66f4\u3059\u308b\u3068BERT\u3092\u4f7f\u3046\u306a\u3069\u306e\u5909\u66f4\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from django.shortcuts import render\r\nfrom django.http import HttpResponse\r\nfrom summarizer import Summarizer,TransformerSummarizer\r\nfrom django.views.decorators.csrf import csrf_exempt\r\n\r\n#model = Summarizer()\r\nmodel = TransformerSummarizer(transformer_type=\"GPT2\",transformer_model_key=\"gpt2-medium\")\r\n\r\n@csrf_exempt\r\ndef index(request):\r\n    targetText = request.POST.get(\"targetText\")\r\n    targetAbst = 'empty'\r\n    if targetText is not None:\r\n        targetAbst = ''.join(model(targetText, min_length=20))\r\n    content = {\r\n        'target_text':targetText,\r\n        'target_abst':targetAbst,\r\n    }\r\n\r    return render(request, 'call\/index.html', content)\r\n\r\n@csrf_exempt\r\ndef api(request):\r\n    targetText = request.POST.get(\"targetText\", None)\r\n    \r\n    targetAbst = 'empty'\r\n    if targetText is not None:\r\n        targetAbst = ''.join(model(targetText, min_length=20))\r\n    content = {\r\n        'target_text':targetText,\r\n        'target_abst':targetAbst,\r\n    }\r\n    \r\n    return HttpResponse(targetAbst)\r\n    #return render(request, 'call\/api.html', content)\r\n\r<\/code><\/pre>\n\n\n\n<p>index.html\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&lt;!DOCTYPE html>\r\n&lt;html lang=\"ja\">\r\n&lt;head>\r\n\t&lt;meta charset=\"utf-8\"\/>\r\n\t&lt;meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\r\n&lt;\/head>\r\n&lt;body>\r\n&lt;h1>form&lt;\/h1>\r\n&lt;p>text : {{target_text}}&lt;\/p>\r\n&lt;p>abst : &lt;div id=\"abstract\">{{target_abst}}&lt;\/div>&lt;\/p>\r\n\t&lt;form action=\"http:\/\/127.0.0.1:8000\/call\/\" method=\"POST\">\r\n\t\t&lt;textarea rows=\"10\" cols=\"60\" name=\"targetText\">&lt;\/textarea>\r\n\t\t&lt;input type=\"submit\"\/>\r\n\t&lt;\/form>\r\n&lt;\/body>\r\n&lt;\/html>\r<\/code><\/pre>\n\n\n\n<p>api.html\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3068\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Excel\uff08\u306b\u7279\u306b\u9650\u308a\u307e\u305b\u3093\u304c\uff09\u306eVBA\u304b\u3089\u547c\u3073\u51fa\u3059\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>{{target_abst}}<\/code><\/pre>\n\n\n\n<p>\u3053\u3053\u3067\u6587\u5b57\u5217\u3092UTF-8\u306b\u5909\u63db\u3059\u308b\u95a2\u6570\uff08 encodeString2UTF8 \uff09\u3092\u5225\u306b\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Function getAbstract(targetText As String) As String\r\n    Dim httpRequest As XMLHTTP60\r\n    Set httpRequest = New XMLHTTP60\r\n\r\n    utfText = encodeString2UTF8(targetText)\r\n    postUrl = \"http:\/\/127.0.0.1:8000\/call\/api\/\"\r\n    postParams = \"targetText=\" &amp; utfText\r\n\r\n    httpRequest.Open \"POST\", postUrl, False\r\n    httpRequest.setRequestHeader \"Content-Type\", \"application\/x-www-form-urlencoded\"\r\n    httpRequest.send (postParams)\r\n    \r\n    Do While httpRequest.readyState &lt; 4\r\n        DoEvents\r\n    Loop\r\n\r\n    getAbstract = httpRequest.responseText\r\n\r\n    Set httpRequest = Nothing\r\n    \r\nEnd Function<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>AI\/\u6a5f\u68b0\u5b66\u7fd2\u306e\u6280\u8853\u304c\u3059\u3054\u304f\u9032\u3093\u3067\u3044\u3066\u3001\u305d\u306e\u4e2d\u306b\u6587\u66f8\u8981\u7d04\u304c\u3042\u308a\u307e\u3059\u3002\u9577\u3044\u6587\u66f8\u3092\u77ed\u304f\u8981\u7d04\u3059\u308b\u3068\u76ee\u3092\u901a\u3059\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u3066\u4fbf\u5229\u3067\u3059\u3002 \u3053\u306e\u6280\u8853\u3092\u5c0e\u5165\u3057\u305f\u3044\u3068\u8003\u3048\u307e\u3057\u305f\u304c\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3078\u30c7\u30fc\u30bf\u3092\u6d41\u3057\u8fbc\u3080\u306e\u306f\u305f\u3081\u3089\u308f\u308c\u307e\u3059\u3002BER <a class=\"more-link\" href=\"https:\/\/www.amano-labo.jp\/pages\/blog\/2306\/\">\u7d9a\u304d\u3092\u8aad\u3080\u2026<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[6,2,4],"tags":[81],"class_list":["post-2306","post","type-post","status-publish","format-standard","hentry","category-software","category-blog","category-tips","tag-python"],"_links":{"self":[{"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/posts\/2306","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/comments?post=2306"}],"version-history":[{"count":2,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/posts\/2306\/revisions"}],"predecessor-version":[{"id":2308,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/posts\/2306\/revisions\/2308"}],"wp:attachment":[{"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/media?parent=2306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/categories?post=2306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.amano-labo.jp\/pages\/wp-json\/wp\/v2\/tags?post=2306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}