{"id":225,"date":"2024-04-14T16:43:10","date_gmt":"2024-04-14T07:43:10","guid":{"rendered":"https:\/\/chocottopro.com\/?p=225"},"modified":"2024-04-26T11:06:41","modified_gmt":"2024-04-26T02:06:41","slug":"%e3%80%90python%e3%80%91requests%e3%83%a9%e3%82%a4%e3%83%96%e3%83%a9%e3%83%aa%e3%82%92%e4%bd%bf%e3%81%84%e3%81%93%e3%81%aa%e3%81%99%ef%bc%81web%e3%82%b9%e3%82%af%e3%83%ac%e3%82%a4%e3%83%94%e3%83%b3","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=225","title":{"rendered":"\u3010Python\u3011requests\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3044\u3053\u306a\u3059\uff01web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0&amp;API\u9023\u643a\u306e\u57fa\u672c\u3068\u5b9f\u8df5\u30c6\u30af\u30cb\u30c3\u30af"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Python\u3067\u306eHTTP\u901a\u4fe1\u306b\u6b20\u304b\u305b\u306a\u3044requests\u30e9\u30a4\u30d6\u30e9\u30ea\u3002web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084API\u3068\u306e\u9023\u643a\u306b\u6d3b\u7528\u3067\u304d\u308b\u3053\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u3092\u3001\u57fa\u672c\u304b\u3089\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u30fb\u975e\u540c\u671f\u51e6\u7406\u307e\u3067\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>requests\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9<\/li>\n\n\n\n<li>web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u624b\u6cd5\u3068Beautiful Soup\u3068\u306e\u9023\u643a<\/li>\n\n\n\n<li>Web API\u3068\u306e\u9023\u643a\u65b9\u6cd5<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u30fb\u975e\u540c\u671f\u51e6\u7406\u306b\u3088\u308b\u9ad8\u901f\u5316<\/li>\n\n\n\n<li>\u30a8\u30e9\u30fc\u5bfe\u7b56\u3068\u30c7\u30d0\u30c3\u30b0\u624b\u6cd5<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">Python\u306erequests\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306f\uff1f\u7279\u5fb4\u3068\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-1\">requests\u306e\u6982\u8981 \u2013 \u30b7\u30f3\u30d7\u30eb\u3067\u5f37\u529b\u306aHTTP\u901a\u4fe1\u30e9\u30a4\u30d6\u30e9\u30ea<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-2\">requests\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u57fa\u672c\u7684\u306a\u4f7f\u7528\u6cd5<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-3\">requests\u3092\u4f7f\u3063\u305fweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u57fa\u672c\u3068\u30dd\u30a4\u30f3\u30c8<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-4\">requests\u3067web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5<\/a>      <\/li>      <li>        <a href=\"#i-5\">\u30af\u30c3\u30ad\u30fc\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u8a8d\u8a3c\u306e\u6271\u3044\u65b9<\/a>      <\/li>      <li>        <a href=\"#i-6\">\u30d8\u30c3\u30c0\u30fc\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u306e\u30b3\u30c4<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-7\">\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u306e\u5b9f\u88c5<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-8\">requests\u3068Beautiful Soup\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c6\u30af\u30cb\u30c3\u30af<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-9\">Beautiful Soup\u3067\u30bf\u30b0\u30fb\u30af\u30e9\u30b9\u30fbid\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3068pandas\u3067\u306e\u30c7\u30fc\u30bf\u52a0\u5de5<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-11\">JavaScript\u3067\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u8981\u7d20\u306e\u53d6\u5f97\u65b9\u6cd5<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-12\">requests\u3092\u4f7f\u3063\u3066Web API\u3068\u9023\u643a\u3059\u308b\u65b9\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-13\">GET\/POST\/PUT\/DELETE\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1\u65b9\u6cd5<\/a>      <\/li>      <li>        <a href=\"#i-14\">JSON\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u7406\u89e3<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-15\">\u8a8d\u8a3c\u4ed8\u304dAPI\u306e\u4f7f\u7528\u6cd5 \u2013 API Key\u3068Access Token\u306e\u53d6\u5f97\u3068\u5229\u7528<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-16\">requests\u3092\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\/\u975e\u540c\u671f\u51e6\u7406\u3067\u9ad8\u901f\u5316\u3059\u308b<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-17\">requests\u3068concurrent.futures\u3092\u4f7f\u3063\u305f\u4e26\u5217\u51e6\u7406<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-18\">grequests\u306b\u3088\u308b\u975e\u540c\u671f\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-19\">requests\u3067\u306e\u30a8\u30e9\u30fc\u5bfe\u7b56\u3068\u30c7\u30d0\u30c3\u30b0\u624b\u6cd5<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-20\">RequestException\u3068\u4e3b\u306a\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u30fb\u539f\u56e0\u30fb\u5bfe\u51e6\u6cd5<\/a>      <\/li>      <li>        <a href=\"#i-21\">\u30c7\u30d0\u30c3\u30b0\u51fa\u529b\u3068\u30ed\u30ae\u30f3\u30b0\u306b\u3088\u308b\u30a8\u30e9\u30fc\u539f\u56e0\u306e\u7279\u5b9a<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-22\">Timeout\u306e\u8a2d\u5b9a\u3068Backoff\u51e6\u7406\u306e\u5b9f\u88c5<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-23\">\u307e\u3068\u3081\uff1a\u52b9\u7387\u7684\u306aweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068API\u9023\u643a\u306e\u305f\u3081\u306b<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">Python\u306erequests\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306f\uff1f\u7279\u5fb4\u3068\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u3067web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084\u3001API\u3092\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf\u53ce\u96c6\u3092\u884c\u3046\u969b\u306b\u6b20\u304b\u305b\u306a\u3044\u306e\u304c\u3001HTTP\u901a\u4fe1\u3092\u884c\u3046\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u4e2d\u3067\u3082\u3001requests\u306f\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u88fd\u30e9\u30a4\u30d6\u30e9\u30ea\u306e1\u3064\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001requests\u306e\u6982\u8981\u3068\u7279\u5fb4\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3001\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-1\">requests\u306e\u6982\u8981 \u2013 \u30b7\u30f3\u30d7\u30eb\u3067\u5f37\u529b\u306aHTTP\u901a\u4fe1\u30e9\u30a4\u30d6\u30e9\u30ea<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u306f\u3001Python\u306e\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308burllib\u3084urllib2\u3068\u6bd4\u3079\u3066\u3001\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u3067\u76f4\u611f\u7684\u306aAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002HTTP\u901a\u4fe1\u306b\u5fc5\u8981\u306a\u6a5f\u80fd\u3092\u7db2\u7f85\u3057\u3064\u3064\u3001\u308f\u304b\u308a\u3084\u3059\u3044\u30e1\u30bd\u30c3\u30c9\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u547d\u540d\u3067\u3001Python\u3067\u306e\u958b\u767a\u7d4c\u9a13\u304c\u6d45\u3044\u65b9\u306b\u3082\u4f7f\u3044\u3084\u3059\u3044\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>URL\u3092\u6307\u5b9a\u3057\u3066GET\/POST\/PUT\/DELETE\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u53d6\u5f97\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u8a8d\u8a3c\u3001\u30af\u30c3\u30ad\u30fc\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u306a\u3069\u306e\u6a5f\u80fd\u306b\u5bfe\u5fdc<\/li>\n\n\n\n<li>\u30ea\u30af\u30a8\u30b9\u30c8\u30d8\u30c3\u30c0\u3084\u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u6307\u5b9a\u304c\u7c21\u5358<\/li>\n\n\n\n<li>\u30ec\u30b9\u30dd\u30f3\u30b9\u30c7\u30fc\u30bf\u3092JSON\u5f62\u5f0f\u3067\u53d6\u5f97\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084API\u3068\u306e\u9023\u643a\u3092\u884c\u3046\u969b\u306f\u3001\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3067requests\u3092\u4f7f\u7528\u3059\u308b\u3068\u8a00\u3063\u3066\u3082\u904e\u8a00\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">requests\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u57fa\u672c\u7684\u306a\u4f7f\u7528\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u306f\u5916\u90e8\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308b\u305f\u3081\u3001\u5225\u9014\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002pip\u307e\u305f\u306fconda\u3092\u4f7f\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># pip\u306e\u5834\u5408\npip install requests\n\n# Anaconda\u306e\u5834\u5408\nconda install requests<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306brequests\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import requests\n\n# GET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u53d6\u5f97\u3059\u308b\nresponse = requests.get('https:\/\/example.com')\n\n# \u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3092\u78ba\u8a8d\u3059\u308b\nprint(response.status_code)  # 200 (OK)\n\n# \u30ec\u30b9\u30dd\u30f3\u30b9\u306eHTML\u3092\u53d6\u5f97\u3059\u308b\nprint(response.text)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3067\u306f\u3001<code>get()<\/code>\u3001<code>post()<\/code>\u3001<code>put()<\/code>\u3001<code>delete()<\/code>\u3068\u3044\u3063\u305f\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u3063\u3066\u3001\u305d\u308c\u305e\u308c\u306eHTTP\u30e1\u30bd\u30c3\u30c9\u306b\u5bfe\u5fdc\u3057\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u969b\u306b\u3001URL\u3092\u7b2c\u4e00\u5f15\u6570\u306b\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ec\u30b9\u30dd\u30f3\u30b9\u306f<code>Response<\/code>\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u3057\u3066\u8fd4\u3055\u308c\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3084\u30ec\u30b9\u30dd\u30f3\u30b9\u30dc\u30c7\u30a3\u3001\u30d8\u30c3\u30c0\u30fc\u60c5\u5831\u306a\u3069\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3048\u3070\u3001web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3057\u3066\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u305f\u308a\u3001RESTful API\u304b\u3089JSON\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u51e6\u7406\u3057\u305f\u308a\u3068\u3001\u591a\u69d8\u306a\u7528\u9014\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u6b21\u7ae0\u4ee5\u964d\u3067\u3001\u3088\u308a\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-3\">requests\u3092\u4f7f\u3063\u305fweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u57fa\u672c\u3068\u30dd\u30a4\u30f3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3048\u3070\u3001web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3057\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3059\u308bweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001requests\u3092\u4f7f\u3063\u305fweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c\u3068\u3001\u30af\u30c3\u30ad\u30fc\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u8a8d\u8a3c\u3001\u30d8\u30c3\u30c0\u30fc\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306a\u3069\u306e\u6271\u3044\u65b9\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3084\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u306e\u5b9f\u88c5\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">requests\u3067web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u7b2c\u4e00\u6b69\u306f\u3001\u5bfe\u8c61\u306eweb\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3067\u3059\u3002requests\u3092\u4f7f\u3046\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30b7\u30f3\u30d7\u30eb\u306a\u30b3\u30fc\u30c9\u3067HTML\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import requests\n\nurl = 'https:\/\/example.com'\nresponse = requests.get(url)\n\nif response.status_code == 200:\n    html = response.text\n    print(html)\nelse:\n    print(f'Error: {response.status_code}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>requests.get()<\/code>\u3067GET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001<code>response.text<\/code>\u3067HTML\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<code>response.status_code<\/code>\u3067\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u3001200\uff08OK\uff09\u4ee5\u5916\u306e\u5834\u5408\u306f\u30a8\u30e9\u30fc\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d6\u5f97\u3057\u305fHTML\u306e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u3001<code>response.encoding<\/code>\u3067\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u30af\u30c3\u30ad\u30fc\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u8a8d\u8a3c\u306e\u6271\u3044\u65b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30b5\u30a4\u30c8\u306b\u3088\u3063\u3066\u306f\u3001\u30af\u30c3\u30ad\u30fc\u3084\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7dad\u6301\u3057\u305f\u308a\u3001\u8a8d\u8a3c\u304c\u5fc5\u8981\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u3002requests\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u7dad\u6301\u3059\u308b\u5834\u5408\u306f\u3001<code>requests.Session<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">session = requests.Session()\nsession.get(url)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30c3\u30ad\u30fc\u3092\u9001\u4fe1\u3059\u308b\u5834\u5408\u306f\u3001<code>cookies<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">cookies = {'session_id': 'abcdefg'}\nresponse = requests.get(url, cookies=cookies)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Basic\u8a8d\u8a3c\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001<code>auth<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">auth = ('username', 'password')\nresponse = requests.get(url, auth=auth)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u30d8\u30c3\u30c0\u30fc\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8a2d\u5b9a\u306e\u30b3\u30c4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u969b\u3001\u30d8\u30c3\u30c0\u30fc\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d8\u30c3\u30c0\u30fc\u3092\u8a2d\u5b9a\u3059\u308b\u5834\u5408\u306f\u3001<code>headers<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">headers = {'User-Agent': 'Mozilla\/5.0'}\nresponse = requests.get(url, headers=headers)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30af\u30a8\u30ea\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3059\u308b\u5834\u5408\u306f\u3001<code>params<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">params = {'page': 1, 'limit': 10}\nresponse = requests.get(url, params=params)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">POST\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u30c7\u30fc\u30bf\u3092\u9001\u4fe1\u3059\u308b\u5834\u5408\u306f\u3001<code>data<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3084<code>json<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">data = {'username': 'john', 'password': 'secret'}\nresponse = requests.post(url, data=data)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-7\">\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u306e\u5b9f\u88c5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u969b\u306f\u3001\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u304c200\u4ee5\u5916\u306e\u5834\u5408\u306f\u3001\u9069\u5207\u306b\u30a8\u30e9\u30fc\u51e6\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">if response.status_code != 200:\n    raise ValueError(f'Error: {response.status_code}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u5834\u5408\u306f\u3001<code>max_retries<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3068<code>backoff_factor<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from requests.adapters import HTTPAdapter\nfrom requests.packages.urllib3.util.retry import Retry\n\nretry_strategy = Retry(\n    total=3,\n    status_forcelist=[500, 502, 503, 504],\n    backoff_factor=1\n)\nadapter = HTTPAdapter(max_retries=retry_strategy)\nsession = requests.Session()\nsession.mount('https:\/\/', adapter)\nsession.mount('http:\/\/', adapter)\n\nresponse = session.get(url)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3092\u8a2d\u5b9a\u3059\u308b\u5834\u5408\u306f\u3001<code>timeout<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">response = requests.get(url, timeout=10)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u969b\u306f\u3001Robots.txt\u3092\u78ba\u8a8d\u3057\u3001\u30af\u30ed\u30fc\u30eb\u30c7\u30a3\u30ec\u30a4\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002\u307e\u305f\u3001\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u8ca0\u8377\u3092\u8003\u616e\u3057\u3001\u9069\u5207\u306a\u9593\u9694\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import time\n\ntime.sleep(1)  # 1\u79d2\u5f85\u6a5f<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u969b\u306f\u3001\u8457\u4f5c\u6a29\u3084\u5229\u7528\u898f\u7d04\u306b\u5341\u5206\u6ce8\u610f\u3057\u3001\u9055\u6cd5\u884c\u70ba\u3068\u306a\u3089\u306a\u3044\u3088\u3046\u6c17\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3048\u3070\u3001\u30b7\u30f3\u30d7\u30eb\u306a\u30b3\u30fc\u30c9\u3067web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u7ae0\u3067\u7d39\u4ecb\u3057\u305f\u5185\u5bb9\u3092\u8e0f\u307e\u3048\u3066\u3001\u52b9\u7387\u7684\u3067\u6b63\u78ba\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u76ee\u6307\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-8\">requests\u3068Beautiful Soup\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c6\u30af\u30cb\u30c3\u30af<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3067web\u30da\u30fc\u30b8\u306eHTML\u3092\u53d6\u5f97\u3057\u305f\u3089\u3001\u6b21\u306fBeautiful Soup\u3092\u4f7f\u3063\u3066HTML\u3092\u89e3\u6790\u3057\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002Beautiful Soup\u306fPython\u306e\u5f37\u529b\u306aHTML\u30d1\u30fc\u30b5\u30fc\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001HTML\u3084XML\u304b\u3089\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001requests\u3068Beautiful Soup\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c\u3068\u3001\u30bf\u30b0\u3001\u30af\u30e9\u30b9\u3001id\u3092\u6307\u5b9a\u3057\u305f\u8981\u7d20\u306e\u62bd\u51fa\u65b9\u6cd5\u3001\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3068pandas\u3067\u306e\u30c7\u30fc\u30bf\u52a0\u5de5\u3001JavaScript\u3067\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u8981\u7d20\u306e\u53d6\u5f97\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">Beautiful Soup\u3067\u30bf\u30b0\u30fb\u30af\u30e9\u30b9\u30fbid\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Beautiful Soup\u3092\u4f7f\u3046\u306b\u306f\u3001\u307e\u305apip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">pip install beautifulsoup4<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bBeautiful Soup\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import requests\nfrom bs4 import BeautifulSoup\n\nurl = 'https:\/\/example.com'\nresponse = requests.get(url)\n\nsoup = BeautifulSoup(response.text, 'html.parser')\n\n# \u30bf\u30b0\u540d\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa\ntitle = soup.find('h1').text\nprint(title)\n\n# class\u5c5e\u6027\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa\ncontent = soup.find('div', class_='content').text\nprint(content)\n\n# id\u5c5e\u6027\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa\nfooter = soup.find('footer', id='main-footer').text\nprint(footer)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>find()<\/code>\u3084<code>find_all()<\/code>\u3092\u4f7f\u3063\u3066\u3001\u30bf\u30b0\u540d\u3001class\u5c5e\u6027\u3001id\u5c5e\u6027\u306a\u3069\u3092\u6307\u5b9a\u3057\u3066\u8981\u7d20\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<code>text<\/code>\u5c5e\u6027\u3092\u4f7f\u3046\u3068\u3001\u8981\u7d20\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bb\u30ec\u30af\u30bf\u30fc\u3092\u4f7f\u3063\u3066\u8981\u7d20\u3092\u62bd\u51fa\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u30bb\u30ec\u30af\u30bf\u30fc\u3092\u4f7f\u3063\u3066\u8981\u7d20\u3092\u62bd\u51fa\nlinks = soup.select('ul.menu &gt; li &gt; a')\nfor link in links:\n    print(link.get('href'))<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3068pandas\u3067\u306e\u30c7\u30fc\u30bf\u52a0\u5de5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">web\u30da\u30fc\u30b8\u4e0a\u306e\u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u969b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306bBeautiful Soup\u3068pandas\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import pandas as pd\n\n# \u8868\u5f62\u5f0f\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\ntable = soup.find('table', class_='data')\n\n# \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u5909\u63db\ndf = pd.read_html(str(table))[0]\n\n# \u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3068\u4fdd\u5b58\ndf['\u58f2\u4e0a'] = df['\u58f2\u4e0a'].str.replace(',', '').astype(int)\ndf.to_csv('data.csv', index=False)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>read_html()<\/code>\u3092\u4f7f\u3046\u3068\u3001HTML\u306e<code>&lt;table&gt;<\/code>\u30bf\u30b0\u304b\u3089\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u5909\u63db\u3057\u305f\u5f8c\u306f\u3001pandas\u306e\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u52a0\u5de5\u3057\u305f\u308a\u3001CSV\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-11\">JavaScript\u3067\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u8981\u7d20\u306e\u53d6\u5f97\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">JavaScript\u3067\u52d5\u7684\u306b\u751f\u6210\u3055\u308c\u308b\u8981\u7d20\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u5834\u5408\u306f\u3001Selenium\u3001Puppeteer\u3001Splash\u306a\u3069\u306e\u30d8\u30c3\u30c9\u30ec\u30b9\u30d6\u30e9\u30a6\u30b6\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Selenium\u3092\u4f7f\u3063\u305f\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from selenium import webdriver\nfrom bs4 import BeautifulSoup\n\nurl = 'https:\/\/example.com'\n\n# ChromeDriver\u3092\u4f7f\u7528\ndriver = webdriver.Chrome()\ndriver.get(url)\n\n# JavaScript\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u5f8c\u306eHTML\u3092\u53d6\u5f97\nhtml = driver.page_source\n\n# Beautiful Soup\u3067\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\nsoup = BeautifulSoup(html, 'html.parser')\nelements = soup.select('div.dynamic-content')\n\nfor element in elements:\n    print(element.text)\n\ndriver.quit()<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Selenium\u3092\u4f7f\u3046\u3068\u3001JavaScript\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u5f8c\u306eHTML\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002\u53d6\u5f97\u3057\u305fHTML\u3092Beautiful Soup\u306b\u6e21\u305b\u3070\u3001\u901a\u5e38\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068\u540c\u69d8\u306b\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3068Beautiful Soup\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306bweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002pandas\u3084Selenium\u306a\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u4e00\u7dd2\u306b\u4f7f\u3048\u3070\u3001\u3055\u3089\u306b\u9ad8\u5ea6\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3082\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3092\u884c\u3046\u969b\u306f\u3001web\u30b5\u30a4\u30c8\u306e\u5229\u7528\u898f\u7d04\u3092\u78ba\u8a8d\u3057\u3001\u9069\u5207\u306a\u65b9\u6cd5\u3067\u884c\u3046\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-12\">requests\u3092\u4f7f\u3063\u3066Web API\u3068\u9023\u643a\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Web API\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540c\u58eb\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u7d4c\u7531\u3067\u60c5\u5831\u3092\u3084\u308a\u53d6\u308a\u3059\u308b\u305f\u3081\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002HTTP\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001JSON\u3001XML\u3001\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u306e\u30c7\u30fc\u30bf\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u9001\u53d7\u4fe1\u3057\u307e\u3059\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001requests\u3092\u4f7f\u3063\u305fWeb API\u3068\u306e\u9023\u643a\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002GET\/POST\/PUT\/DELETE\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1\u65b9\u6cd5\u3001JSON\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u7406\u89e3\u3001\u8a8d\u8a3c\u304c\u5fc5\u8981\u306aAPI\u306e\u4f7f\u7528\u65b9\u6cd5\u306a\u3069\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-13\">GET\/POST\/PUT\/DELETE\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3048\u3070\u3001\u7c21\u5358\u306bWeb API\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001API\u306bGET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import requests\n\nurl = 'https:\/\/api.example.com\/users'\nresponse = requests.get(url)\n\nif response.status_code == 200:\n    data = response.json()\n    print(data)\nelse:\n    print(f'Error: {response.status_code}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>requests.get()<\/code>\u3092\u4f7f\u3063\u3066GET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3001<code>response.status_code<\/code>\u3067\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u304c200\u306e\u5834\u5408\u306f\u3001<code>response.json()<\/code>\u3067JSON\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">POST\u3001PUT\u3001DELETE\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b<code>requests.post()<\/code>\u3001<code>requests.put()<\/code>\u3001<code>requests.delete()<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># POST\u30ea\u30af\u30a8\u30b9\u30c8\ndata = {'name': 'John', 'email': 'john@example.com'}\nresponse = requests.post(url, data=data)\n\n# PUT\u30ea\u30af\u30a8\u30b9\u30c8\ndata = {'name': 'John Smith'}\nresponse = requests.put(url + '\/1', data=data)\n\n# DELETE\u30ea\u30af\u30a8\u30b9\u30c8\nresponse = requests.delete(url + '\/1')<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-14\">JSON\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3068\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u7406\u89e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">API\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3068\u3057\u3066\u3088\u304f\u4f7f\u308f\u308c\u308bJSON\u30c7\u30fc\u30bf\u306f\u3001Python\u306e\u8f9e\u66f8\u3084\u30ea\u30b9\u30c8\u3092\u4f7f\u3063\u3066\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># JSON\u30c7\u30fc\u30bf\u306e\u4f8b\n{\n  \"users\": [\n    {\n      \"id\": 1,\n      \"name\": \"John\",\n      \"email\": \"john@example.com\"\n    },\n    {\n      \"id\": 2,\n      \"name\": \"Alice\",\n      \"email\": \"alice@example.com\"\n    }\n  ]\n}<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u3088\u3046\u306aJSON\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u64cd\u4f5c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">data = response.json()\n\n# \u30e6\u30fc\u30b6\u30fc\u6570\u3092\u53d6\u5f97\nuser_count = len(data['users'])\n\n# \u5404\u30e6\u30fc\u30b6\u30fc\u306e\u540d\u524d\u3092\u53d6\u5f97\nfor user in data['users']:\n    print(user['name'])<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-15\">\u8a8d\u8a3c\u4ed8\u304dAPI\u306e\u4f7f\u7528\u6cd5 \u2013 API Key\u3068Access Token\u306e\u53d6\u5f97\u3068\u5229\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u304f\u306eAPI\u3067\u306f\u3001\u8a8d\u8a3c\u304c\u5fc5\u8981\u3067\u3059\u3002API Key\u3084Access Token\u3092\u53d6\u5f97\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u30d8\u30c3\u30c0\u30fc\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u542b\u3081\u3066\u9001\u4fe1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">url = 'https:\/\/api.example.com\/users'\napi_key = 'your_api_key'\n\nheaders = {\n    'Authorization': f'Bearer {api_key}'\n}\n\nresponse = requests.get(url, headers=headers)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u4f8b\u3067\u306f\u3001<code>Authorization<\/code>\u30d8\u30c3\u30c0\u30fc\u306bAPI Key\u3092\u542b\u3081\u3066\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OAuth\u8a8d\u8a3c\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u624b\u9806\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u767b\u9332\u3068Client ID\u3068Client Secret\u306e\u53d6\u5f97<\/li>\n\n\n\n<li>\u8a8d\u53ef\u30b3\u30fc\u30c9\u306e\u53d6\u5f97<\/li>\n\n\n\n<li>\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u306e\u53d6\u5f97<\/li>\n\n\n\n<li>\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u3092\u4f7f\u3063\u305fAPI\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">API\u306e\u5229\u7528\u5236\u9650\u3084\u30ec\u30fc\u30c8\u5236\u9650\u306b\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u5236\u9650\u306b\u9054\u3057\u305f\u5834\u5408\u306f\u3001\u9069\u5207\u306a\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3068\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Web API\u3092\u4f7f\u3046\u969b\u306f\u3001API\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3084HTTP\u30e1\u30bd\u30c3\u30c9\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u3001\u8a8d\u8a3c\u65b9\u6cd5\u306a\u3069\u3092\u628a\u63e1\u3057\u3001\u9069\u5207\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3048\u3070\u3001Web API\u3068\u306e\u9023\u643a\u3092\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002API\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6a5f\u80fd\u3092\u62e1\u5f35\u3057\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9023\u643a\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-16\">requests\u3092\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\/\u975e\u540c\u671f\u51e6\u7406\u3067\u9ad8\u901f\u5316\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3063\u3066Web API\u3068\u306e\u901a\u4fe1\u3092\u884c\u3046\u969b\u3001\u8907\u6570\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9806\u756a\u306b\u51e6\u7406\u3059\u308b\u3068\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u3001\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3084\u975e\u540c\u671f\u51e6\u7406\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001concurrent.futures\u3092\u4f7f\u3063\u305f\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u3001grequests\u3092\u4f7f\u3063\u305f\u975e\u540c\u671f\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-17\">requests\u3068concurrent.futures\u3092\u4f7f\u3063\u305f\u4e26\u5217\u51e6\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">concurrent.futures\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u3046\u3068\u3001\u7c21\u5358\u306b\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u51e6\u7406\u3092\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u8907\u6570\u306eURL\u306b\u5bfe\u3057\u3066GET\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import concurrent.futures\nimport requests\n\nurls = [\n    'https:\/\/api.example.com\/users\/1',\n    'https:\/\/api.example.com\/users\/2',\n    'https:\/\/api.example.com\/users\/3',\n]\n\ndef fetch(url):\n    response = requests.get(url)\n    return response.json()\n\nwith concurrent.futures.ThreadPoolExecutor(max_workers=3) as executor:\n    futures = [executor.submit(fetch, url) for url in urls]\n    results = [future.result() for future in concurrent.futures.as_completed(futures)]\n\nfor result in results:\n    print(result)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>ThreadPoolExecutor<\/code>\u3092\u4f7f\u3063\u3066\u30013\u3064\u306e\u30b9\u30ec\u30c3\u30c9\u3092\u4e26\u884c\u3057\u3066\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u3002<code>submit()<\/code>\u3067\u5404\u30b9\u30ec\u30c3\u30c9\u306b\u30bf\u30b9\u30af\u3092\u5272\u308a\u5f53\u3066\u3001<code>as_completed()<\/code>\u3067\u5b8c\u4e86\u3057\u305f\u30bf\u30b9\u30af\u306e\u7d50\u679c\u3092\u53d6\u5f97\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30de\u30eb\u30c1\u30d7\u30ed\u30bb\u30b9\u51e6\u7406\u3092\u884c\u3046\u5834\u5408\u306f\u3001<code>ProcessPoolExecutor<\/code>\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">with concurrent.futures.ProcessPoolExecutor(max_workers=3) as executor:\n    futures = [executor.submit(fetch, url) for url in urls]\n    results = [future.result() for future in concurrent.futures.as_completed(futures)]<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-18\">grequests\u306b\u3088\u308b\u975e\u540c\u671f\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9001\u4fe1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">grequests\u306f\u3001requests\u306e\u30e9\u30c3\u30d1\u30fc\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3001\u975e\u540c\u671f\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u7c21\u5358\u306b\u9001\u4fe1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import grequests\n\nurls = [\n    'https:\/\/api.example.com\/users\/1',\n    'https:\/\/api.example.com\/users\/2',\n    'https:\/\/api.example.com\/users\/3',\n]\n\nrequests = (grequests.get(url) for url in urls)\nresponses = grequests.map(requests)\n\nfor response in responses:\n    print(response.json())<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>grequests.get()<\/code>\u3067\u975e\u540c\u671f\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4f5c\u6210\u3057\u3001<code>grequests.map()<\/code>\u3067\u8907\u6570\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4e26\u884c\u3057\u3066\u9001\u4fe1\u3057\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306f<code>responses<\/code>\u30ea\u30b9\u30c8\u306b\u683c\u7d0d\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\/\u975e\u540c\u671f\u51e6\u7406\u3092\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001\u4ee5\u4e0b\u306e\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>I\/O bound \u306a\u51e6\u7406\u306b\u9069\u3057\u3066\u304a\u308a\u3001CPU bound \u306a\u51e6\u7406\u306b\u306f\u5411\u304b\u306a\u3044<\/li>\n\n\n\n<li>\u5b9f\u88c5\u304c\u8907\u96d1\u306b\u306a\u308a\u3001\u30c7\u30d0\u30c3\u30b0\u304c\u96e3\u3057\u304f\u306a\u308b\u5834\u5408\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u540c\u671f\u51e6\u7406\u304c\u5fc5\u8981\u306a\u90e8\u5206\u3067\u306f\u3001\u9069\u5207\u306b\u6392\u4ed6\u5236\u5fa1\u3092\u884c\u3046<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5927\u91cf\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u77ed\u6642\u9593\u3067\u9001\u4fe1\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u306b\u8ca0\u8377\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u9593\u9694\u3092\u8abf\u6574\u3057\u305f\u308a\u3001\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3057\u305f\u308a\u3059\u308b\u306a\u3069\u3001\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u8ca0\u8377\u3092\u8003\u616e\u3057\u305f\u5b9f\u88c5\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\/\u975e\u540c\u671f\u51e6\u7406\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001requests\u3092\u4f7f\u3063\u305fWeb API\u3068\u306e\u901a\u4fe1\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002\u51e6\u7406\u306e\u7279\u6027\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u624b\u6cd5\u3092\u9078\u629e\u3057\u3001\u52b9\u7387\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-19\">requests\u3067\u306e\u30a8\u30e9\u30fc\u5bfe\u7b56\u3068\u30c7\u30d0\u30c3\u30b0\u624b\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3063\u3066Web API\u3068\u901a\u4fe1\u3059\u308b\u969b\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a8\u30e9\u30fc\u3084\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u30a8\u30e9\u30fc\u306a\u3069\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30e9\u30fc\u3092\u9069\u5207\u306b\u51e6\u7406\u3057\u3001\u30c7\u30d0\u30c3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u7ae0\u3067\u306f\u3001RequestException\u3068\u4e3b\u306a\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u30fb\u539f\u56e0\u30fb\u5bfe\u51e6\u6cd5\u3001\u30c7\u30d0\u30c3\u30b0\u51fa\u529b\u3068\u30ed\u30ae\u30f3\u30b0\u306b\u3088\u308b\u30a8\u30e9\u30fc\u539f\u56e0\u306e\u7279\u5b9a\u3001pdb\u3092\u4f7f\u3063\u305f\u30c7\u30d0\u30c3\u30b0\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-20\">RequestException\u3068\u4e3b\u306a\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u30fb\u539f\u56e0\u30fb\u5bfe\u51e6\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3001RequestException\u304c\u6295\u3052\u3089\u308c\u307e\u3059\u3002\u4e3b\u306a\u30a8\u30e9\u30fc\u306e\u7a2e\u985e\u3068\u539f\u56e0\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ConnectionError: \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u63a5\u7d9a\u30a8\u30e9\u30fc\uff08\u30b5\u30fc\u30d0\u30fc\u30c0\u30a6\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u969c\u5bb3\u306a\u3069\uff09<\/li>\n\n\n\n<li>Timeout: \u30ea\u30af\u30a8\u30b9\u30c8\u304c\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u305f<\/li>\n\n\n\n<li>HTTPError: HTTP 4xx\u30015xx\u30a8\u30e9\u30fc\uff08\u30ea\u30af\u30a8\u30b9\u30c8\u30a8\u30e9\u30fc\u3001\u30b5\u30fc\u30d0\u30fc\u30a8\u30e9\u30fc\u306a\u3069\uff09<\/li>\n\n\n\n<li>TooManyRedirects: \u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u56de\u6570\u304c\u4e0a\u9650\u3092\u8d85\u3048\u305f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30a8\u30e9\u30fc\u306f\u3001try-except\u6587\u3092\u4f7f\u3063\u3066\u30ad\u30e3\u30c3\u30c1\u3057\u3001\u9069\u5207\u306b\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import requests\nfrom requests.exceptions import RequestException, Timeout, HTTPError\n\ntry:\n    response = requests.get('https:\/\/api.example.com\/users')\n    response.raise_for_status()\nexcept Timeout:\n    print('\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3057\u307e\u3057\u305f')\nexcept HTTPError as e:\n    print(f'HTTP\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f: {e}')\nexcept RequestException as e:\n    print(f'requests\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f: {e}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>raise_for_status()<\/code>\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3067\u3001\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u304c4xx\u30015xx\u306e\u5834\u5408\u306bHTTPError\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u30a8\u30e9\u30fc\u3092\u56de\u907f\u3059\u308b\u306b\u306f\u3001<code>timeout<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u6642\u9593\u3092\u8abf\u6574\u3057\u307e\u3059\u3002\u307e\u305f\u3001<code>max_retries<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3084<code>backoff_factor<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-21\">\u30c7\u30d0\u30c3\u30b0\u51fa\u529b\u3068\u30ed\u30ae\u30f3\u30b0\u306b\u3088\u308b\u30a8\u30e9\u30fc\u539f\u56e0\u306e\u7279\u5b9a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30e9\u30fc\u306e\u539f\u56e0\u3092\u7279\u5b9a\u3059\u308b\u306b\u306f\u3001\u30c7\u30d0\u30c3\u30b0\u51fa\u529b\u3068\u30ed\u30ae\u30f3\u30b0\u304c\u6709\u52b9\u3067\u3059\u3002<code>logging<\/code>\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u8a73\u7d30\u60c5\u5831\u3092\u30ed\u30b0\u306b\u51fa\u529b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import logging\n\nlogging.basicConfig(level=logging.DEBUG)\nlogger = logging.getLogger(__name__)\n\nresponse = requests.get('https:\/\/api.example.com\/users')\nlogger.debug(f'Request: {response.request.url}')\nlogger.debug(f'Request Headers: {response.request.headers}')\nlogger.debug(f'Response Status Code: {response.status_code}')\nlogger.debug(f'Response Headers: {response.headers}')\nlogger.debug(f'Response Body: {response.text}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30b0\u30ec\u30d9\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u51fa\u529b\u3067\u304d\u307e\u3059\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u30b3\u30fc\u30c9\u3001\u30d8\u30c3\u30c0\u30fc\u3001\u30dc\u30c7\u30a3\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30e9\u30fc\u306e\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-22\">Timeout\u306e\u8a2d\u5b9a\u3068Backoff\u51e6\u7406\u306e\u5b9f\u88c5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u30a8\u30e9\u30fc\u3092\u56de\u907f\u3059\u308b\u306b\u306f\u3001<code>timeout<\/code>\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u6642\u9593\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">response = requests.get('https:\/\/api.example.com\/users', timeout=5)<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u4e00\u6642\u7684\u306a\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30e9\u30fc\u3092\u56de\u5fa9\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<code>backoff<\/code>\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3068\u3001\u6307\u6570\u95a2\u6570\u7684\u30d0\u30c3\u30af\u30aa\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import backoff\nimport requests\n\n@backoff.on_exception(backoff.expo, requests.exceptions.RequestException, max_tries=5)\ndef fetch_data():\n    response = requests.get('https:\/\/api.example.com\/users')\n    response.raise_for_status()\n    return response.json()\n\ntry:\n    data = fetch_data()\n    print(data)\nexcept requests.exceptions.RequestException as e:\n    print(f'\u30ea\u30c8\u30e9\u30a4\u3057\u307e\u3057\u305f\u304c\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f: {e}')<\/pre>\n\n\n\n<p class=\"wp-block-paragraph\"><code>@backoff.on_exception<\/code>\u30c7\u30b3\u30ec\u30fc\u30bf\u30fc\u3092\u4f7f\u3063\u3066\u3001\u6307\u5b9a\u3057\u305f\u4f8b\u5916\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306b\u30ea\u30c8\u30e9\u30a4\u51e6\u7406\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<code>max_tries<\/code>\u3067\u30ea\u30c8\u30e9\u30a4\u56de\u6570\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">requests\u3092\u4f7f\u3046\u969b\u306f\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u3068\u30c7\u30d0\u30c3\u30b0\u3092\u9069\u5207\u306b\u884c\u3046\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30a8\u30e9\u30fc\u3092\u30ad\u30e3\u30c3\u30c1\u3057\u3001\u539f\u56e0\u3092\u7279\u5b9a\u3057\u3001\u9069\u5207\u306a\u5bfe\u51e6\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u5b89\u5b9a\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\u3084\u30e2\u30c3\u30af\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u52b9\u7387\u7684\u306b\u30c7\u30d0\u30c3\u30b0\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-23\">\u307e\u3068\u3081\uff1a\u52b9\u7387\u7684\u306aweb\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3068API\u9023\u643a\u306e\u305f\u3081\u306b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u306e\u5f37\u529b\u306aHTTP\u901a\u4fe1\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308brequests\u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u3001web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3084API\u9023\u643a\u3078\u306e\u5fdc\u7528\u307e\u3067\u3001\u5e45\u5e83\u304f\u89e3\u8aac\u3057\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306b\u3001requests\u306e\u6982\u8981\u3068\u7279\u5fb4\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u3001\u30b7\u30f3\u30d7\u30eb\u306aGET\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4f8b\u304b\u3089\u59cb\u307e\u308a\u307e\u3057\u305f\u3002\u6b21\u306b\u3001web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306b\u5fc5\u8981\u306aHTML\u306e\u53d6\u5f97\u65b9\u6cd5\u3084\u30af\u30c3\u30ad\u30fc\u3001\u30bb\u30c3\u30b7\u30e7\u30f3\u3001\u8a8d\u8a3c\u306e\u6271\u3044\u65b9\u3092\u5b66\u3073\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3001Beautiful Soup\u3084Pandas\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c6\u30af\u30cb\u30c3\u30af\u3082\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Web 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Warning:  &#8230; 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