{"id":2364,"date":"2018-06-06T11:01:34","date_gmt":"2018-06-06T02:01:34","guid":{"rendered":"https:\/\/pasero.net\/~mako\/blog\/?p=2364"},"modified":"2018-12-09T16:36:20","modified_gmt":"2018-12-09T07:36:20","slug":"%e3%83%8b%e3%83%a5%e3%83%bc%e3%82%b9%e3%81%ae%e3%82%b9%e3%82%af%e3%83%ac%e3%82%a4%e3%83%94%e3%83%b3%e3%82%b0%e3%81%a7%e3%82%bf%e3%82%a4%e3%83%94%e3%83%b3%e3%82%b0%e7%b7%b4%e7%bf%92","status":"publish","type":"post","link":"https:\/\/pasero.net\/~mako\/blog\/s\/2364","title":{"rendered":"\u30cb\u30e5\u30fc\u30b9\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3067\u30bf\u30a4\u30d4\u30f3\u30b0\u7df4\u7fd2"},"content":{"rendered":"

\u3072\u3089\u304c\u306a\u6570\u6587\u5b57\u3092\u6253\u3061\u8fd4\u3059\u3060\u3051\u306e\u30bf\u30a4\u30d4\u30f3\u30b0\u7df4\u7fd2<\/a>\u306f\u6848\u306e\u5b9a\u3059\u3050\u306b\u98fd\u304d\u3066\u3057\u307e\u3063\u305f\u306e\u3067\u3001\u4f55\u304b\u5225\u306e\u30cd\u30bf\u3092\u8003\u3048\u306a\u304f\u3066\u306f\u306a\u3089\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u98fd\u304d\u306a\u3044\u305f\u3081\u306b\u306f\u81a8\u5927\u304b\u307e\u305f\u306f\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u5143\u30c7\u30fc\u30bf\u304c\u3042\u308c\u3070\u3044\u3044\u3001\u9752\u7a7a\u6587\u5eab\u304b\u306a\u3001\u3067\u3082\u5c0f\u5b66\u751f\u306b\u5411\u3044\u3066\u3044\u308b\u3082\u306e\u304c\u3069\u308c\u307b\u3069\u3042\u308b\u304b\u3057\u3089\u3093\u3001\u983b\u7e41\u306b\u66f4\u65b0\u3055\u308c\u308b\u3068\u3044\u3048\u3070\u30cb\u30e5\u30fc\u30b9\u3001\u3067\u3082\u3053\u308c\u307e\u305f\u5c0f\u5b66\u751f\u5411\u304d\u3067\u306f\u306a\u3055\u305d\u3046\u2026\u2026\u3068\u601d\u3063\u305f\u3089\u5b9f\u306b\u3074\u3063\u305f\u308a\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3057\u305f\u3002NHK NENS WEB EASY<\/a> \u3067\u3059\u3002\u3072\u3068\u3064\u306e\u8a18\u4e8b\u306750\u5b57\u307b\u3069\u306e\u6587\u304c10\u307b\u3069\u3002\u610f\u5473\u3082\u308f\u304b\u308a\u3084\u3059\u304f\u3066\u91cf\u3082\u3061\u3087\u3046\u3069\u3044\u3044\u3002\u304b\u306a\u308a\u624b\u9593\u3092\u304b\u3051\u3066\u4f5c\u3089\u308c\u3066\u3044\u308b<\/a>\u3088\u3046\u3067\u3059\u3002<\/p>\r\n

\u3055\u3066\u3001\u3053\u308c\u3092\u306a\u3093\u3068\u304b\u6301\u3063\u3066\u304d\u3066\u30bf\u30a4\u30d4\u30f3\u30b0\u7df4\u7fd2\u306e\u6750\u6599\u306b\u3057\u3088\u3046\u3068\u601d\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u4f55\u3057\u308d\u672c\u696d\u3067\u3082\u4f55\u3067\u3082\u306a\u3044\u306e\u3067\u60c5\u5831\u3092\u96c6\u3081\u308b\u3068\u3053\u308d\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3067\u3057\u305f\u3002\u4eca\u56de\u3084\u3063\u3066\u3044\u308b\u3053\u3068\u306f\u5b9f\u306f\u300c\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u300d\u3068\u3044\u3046\u7a0b\u306e\u3053\u3068\u3082\u306a\u3044\u306e\u3067\u3059\u304c\u3001\u305d\u306e\u3068\u3063\u304b\u304b\u308a\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u305b\u3063\u304b\u304f\u306a\u306e\u3067\u3053\u3053\u306b\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\r\n

\u74b0\u5883\u306e\u6e96\u5099<\/h3>\r\n

NHK NENS WEB EASY \u306e\u30da\u30fc\u30b8\u306e\u809d\u5fc3\u306a\u90e8\u5206\u306f JavaScript \u3067\u751f\u6210\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3001Python \u3067\u5358\u7d14\u306b requests.get(url)<\/code> \u3068\u3084\u3063\u3066\u3082\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u898b\u3066\u3044\u308b HTML \u30bd\u30fc\u30b9\u3068\u306f\u5225\u306e\u3082\u306e\u3057\u304b\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u307e\u305a\u3001\u30d6\u30e9\u30a6\u30b6\u304c\u5b9f\u969b\u306b\u8868\u793a\u3059\u308b\u30da\u30fc\u30b8\u3092\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\r\n

Debian \u30d1\u30c3\u30b1\u30fc\u30b8 chromium-driver \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n

\r\nsudo apt-get install chromium-driver\r\n<\/pre>\r\n
\u3053\u308c\u3092 Python \u304b\u3089\u4f7f\u3046\u305f\u3081\u306b\u30e9\u30a4\u30d6\u30e9\u30ea Selenium<\/a>\t\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n
\r\npip install selenium\r\n<\/pre>\r\n
\u53d6\u5f97\u3057\u305f HTML \u304b\u3089\u5fc5\u8981\u306a\u7b87\u6240\u3092\u5207\u308a\u51fa\u3059\u306e\u306b\u306f BeautifulSoup4<\/a> \u3092\u4f7f\u3044\u307e\u3059[1<\/a>]<\/sup>\u3002<\/p>\r\n
\r\npip install beautifulsoup4\r\n<\/pre>\r\n
\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n
\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u306e\u69cb\u9020<\/h3>\r\n
\u30cb\u30e5\u30fc\u30b9\u30b5\u30a4\u30c8\u306b\u3088\u304f\u3042\u308b\u3053\u3068\u3067\u3059\u304c\u3001\u5404\u8a18\u4e8b\u306e URL \u306f\u6570\u5b57\u306e\u7f85\u5217\u306e\u3088\u3046\u306a\u540d\u524d\u3067\u3001\u5148\u982d\u30da\u30fc\u30b8\u3067\u306f\u305d\u308c\u304c\u65e5\u3005\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002<\/p>\r\n
\u30d6\u30e9\u30a6\u30b6\u306e\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30c4\u30fc\u30eb\u3067 NHK NENS WEB EASY<\/a> \u306e\u5148\u982d\u30da\u30fc\u30b8 https:\/\/www3.nhk.or.jp\/news\/easy\/<\/code> \u306e\u69cb\u9020\u3092\u898b\u3066\u307f\u307e\u3059\u3002\r\n
\r\n<div class="top-news-list__pickup news-list-item" id="js-news-pickup">\r\n  ...\r\n  <h1 class="news-list-item__title is-pickup">\r\n  <a href=".\/k10011463631000\/k10011463631000.html"><em class="title"><ruby>\u65e5\u672c<rt>\u306b\u3063\u307d\u3093<\/rt><\/ruby>\u306e<ruby>\u4e8c\u9178\u5316\u70ad\u7d20<rt>\u306b\u3055\u3093\u304b\u305f\u3093\u305d<\/rt><\/ruby>\u306e<ruby>\u6fc3\u5ea6<rt>\u306e\u3046\u3069<\/rt><\/ruby>\u304c<ruby>\u4eca<rt>\u3044\u307e<\/rt><\/ruby>\u307e\u3067\u3067\u3044\u3061\u3070\u3093<ruby>\u9ad8<rt>\u305f\u304b<\/rt><\/ruby>\u304f\u306a\u308b<\/em><time class="time">6\u67085\u65e5 11\u664230\u5206<\/time><\/a>\r\n  <\/h1>\r\n<\/div><\/pre>\r\n
\u6700\u521d\u306b\u5927\u304d\u304f\u53d6\u308a\u4e0a\u3052\u3089\u308c\u3066\u3044\u308b\u8a18\u4e8b\u306f <div id=\"js-news-pickup\"><\/code> \u3067\u3001\u305d\u306e\u4e2d\u306e <h1><\/code> \u306e\u4e2d\u306e <a><\/code> \u304b\u3089\u8a18\u4e8b\u500b\u5225\u30da\u30fc\u30b8\u306e URL \u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\r\n
\u305d\u306e\u8a18\u4e8b\u500b\u5225\u30da\u30fc\u30b8\u3092\u540c\u69d8\u306b\u30d6\u30e9\u30a6\u30b6\u306e\u30c7\u30d9\u30ed\u30c3\u30d1\u30fc\u30c4\u30fc\u30eb\u3067\u898b\u3066\u307f\u308b\u3068\u3001\u8a18\u4e8b\u672c\u6587\u306f <div id=\"#js-article-body\"><\/code> \u306b\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u5207\u308a\u51fa\u3057\u3066\u304f\u308c\u3070\u3044\u3044\u8a33\u3067\u3059\u3002<\/p>\r\n
\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0<\/h3>\r\n
\u53c2\u8003\u306b\u3057\u305f (\u3068\u3044\u3046\u304b\u3001\u307b\u307c\u305d\u306e\u307e\u307e\u30b3\u30d4\u30fc\u3055\u305b\u3066\u3082\u3089\u3063\u305f) \u30b3\u30fc\u30c9\u306f\u300cPython Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0 \u30c6\u30af\u30cb\u30c3\u30af\u96c6\u300d\u306e\u300cJavaScript\u306b\u3088\u308b\u63cf\u753b\u306b\u5bfe\u5fdc\u3059\u308b<\/a>\u300d\u3067\u3059\u3002<\/p>\r\n
\u30bd\u30fc\u30b9\u4e2d\u306e\u30b3\u30e1\u30f3\u30c8\u300c\u30d6\u30e9\u30a6\u30b6\u3092\u8d77\u52d5\u3059\u308b\u300d\u306e\u7b87\u6240\u3067\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981<\/a>\u304c\u3042\u308a\u307e\u3057\u305f\u3002Debian \u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u3063\u3066\u3044\u308b\u5834\u5408<\/p>\r\n
\r\ndriver = webdriver.Chrome(executable_path='\/usr\/bin\/chromedriver', chrome_options=options)\r\n<\/pre>\r\n
\u3067\u3059\u3002<\/p>\r\n
\u5207\u308a\u51fa\u3057<\/h4>\r\n
1\u56de\u3081\u306e<\/p>\r\n
\r\n        # \u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\r\n        siteurl = "https:\/\/www3.nhk.or.jp\/news\/easy\/"\r\n        driver.get(siteurl)\r\n\r\n        ...\r\n\r\n        # BeautifulSoup\u3067\u6271\u3048\u308b\u3088\u3046\u306b\u30d1\u30fc\u30b9\u3057\u307e\u3059\r\n        soup = BeautifulSoup(html, "html.parser")\r\n\r\n        # id \u3067\u7279\u5b9a\u306e\u8981\u7d20\u3092\u5207\u308a\u51fa\u3059\r\n        href = soup.select_one("#js-news-pickup h1 a").get('href')\r\n<\/pre>\r\n
\u3067\u8a18\u4e8b\u500b\u5225\u30cb\u30e5\u30fc\u30b9\u306e URL \u304c\u5f97\u3089\u308c\u308b\u306e\u3067\u30012\u56de\u3081\u306f<\/p>\r\n
\r\n        driver.get(newsurl)\r\n        html = driver.page_source.encode('utf-8')\r\n        soup = BeautifulSoup(html, "html.parser")\r\n        # \u30eb\u30d3\u3092\u524a\u9664\r\n        for s in soup(['rt']):\r\n            s.decompose()\r\n\r\n        ...\r\n\r\n        # \u30cb\u30e5\u30fc\u30b9\u306e\u672c\u6587\r\n        text = soup.select_one("#js-article-body").text\r\n<\/pre>\r\n
\u3067\u3001\u8a18\u4e8b\u672c\u6587\u3092\u5207\u308a\u51fa\u3057\u307e\u3059\u3002<\/p>\r\n
\u30eb\u30d3\u3092\u524a\u9664<\/h4>\r\n
\u30cb\u30e5\u30fc\u30b9\u306e\u672c\u6587\u306f<\/p>\r\n
\r\n...<p><span class="colorC"><ruby>\u6c17\u8c61\u5e81<rt>\u304d\u3057\u3087\u3046\u3061\u3087\u3046<\/rt><\/ruby><\/span>\u306f\u300c\u3082\u3063\u3068<a href="javascript:void(0)" class="dicWin" id="id-0000"><ruby><span class="under">\u4e8c\u9178\u5316\u70ad\u7d20<\/span><rt>\u306b\u3055\u3093\u304b\u305f\u3093\u305d<\/rt><\/ruby><\/a>\u3092<ruby>\u51fa<rt>\u3060<\/rt><\/ruby>\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u300d\u3068<ruby>\u8a71<rt>\u306f\u306a<\/rt><\/ruby>\u3057\u3066\u3044\u307e\u3059\u3002<\/p>...\r\n<\/pre>\r\n
\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002BeautifulSoup \u306e .text<\/code> \u3067\u5358\u7d14\u306b\u30bf\u30b0\u3092\u524a\u9664\u3059\u308b\u3060\u3051\u3067\u306f<\/p>\r\n
\r\n\u6c17\u8c61\u5e81\u304d\u3057\u3087\u3046\u3061\u3087\u3046\u306f\u300c\u3082\u3063\u3068\u4e8c\u9178\u5316\u70ad\u7d20\u306b\u3055\u3093\u304b\u305f\u3093\u305d\u3092\u51fa\u3060\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u300d\u3068\u8a71\u306f\u306a\u3057\u3066\u3044\u307e\u3059\u3002\r\n<\/pre>\r\n
\u3068\u3001\u30eb\u30d3\u304c\u672c\u6587\u306b\u6df7\u3058\u3063\u3066\u3057\u307e\u3044\u3001\u307e\u3068\u3082\u306a\u6587\u306b\u306a\u308a\u307e\u305b\u3093\u3002\u4e8b\u524d\u306b rt<\/code> \u8981\u7d20\u3092\u524a\u9664\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n
\u3053\u306e\u4f5c\u696d\u3092\u3084\u3063\u3066\u307f\u3066\u3001rt<\/code> \u304c\u307b\u304b\u3068\u306f\u7570\u8cea\u306a\u30bf\u30b0(\u8981\u7d20)\u3067\u3042\u308b\u3053\u3068\u3092\u5b9f\u611f\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3064\u3044\u3066\u306f\u307e\u305f\u5225\u306e\u8a18\u4e8b<\/a>\u306b\u66f8\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\r\n
1\u6587\u305a\u3064\u306b\u5206\u89e3<\/h4>\r\n
\"\"<\/a>\u8a18\u4e8b\u3092\u300c\u3002\u300d\u3067\u533a\u5207\u308a\u3001\u30ea\u30b9\u30c8\u306b\u3057\u307e\u3059\u3002\u300c\u3002\u300d\u81ea\u8eab\u3082\u542b\u3081\u305f\u3044\u306e\u3067 split<\/code> \u304c\u4f7f\u3048\u307e\u305b\u3093\u3002NHK \u306e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u3067\u5168\u4f53\u306e\u6700\u5f8c\u306b\u300c\u3002\u300d\u304c\u306a\u3044\u3053\u3068\u306f\u307e\u3055\u304b\u306a\u3044\u3060\u308d\u3046\u3068\u4eee\u5b9a\u3057\u3066\u3001<\/p>\r\n
\r\n        lines = re.findall(".*?\u3002", text)\r\n<\/pre>\r\n
\u3068\u3057\u307e\u3059\u3002\u3042\u3068\u306f Errnot \u304c\u3053\u308c\u30921\u6587\u305a\u3064\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u3060\u3051\u3067\u3059\u3002\u3053\u308c\u3067\u3053\u306e bot \u3092\u76f8\u624b\u306b XMPP \u306e\u30c1\u30e3\u30c3\u30c8\u3067\u30aa\u30a6\u30e0\u8fd4\u3057\u306b\u30bf\u30a4\u30d4\u30f3\u30b0\u306e\u7df4\u7fd2\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\r\n
\u305d\u308c\u306b\u3057\u3066\u3082\u3001\u3044\u308d\u3044\u308d\u5bc4\u305b\u96c6\u3081\u308b\u3060\u3051\u3067\u3053\u308c\u3060\u3051\u3067\u304d\u308b\u306e\u3067\u3059\u304b\u3089\u3001\u4fbf\u5229\u306a\u4e16\u306e\u4e2d\u306b\u306a\u3063\u305f\u3082\u306e\u3060\u3068\u3064\u304f\u3065\u304f\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\r\n
  1. 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\u7d9a\u304d\u3092\u8aad\u3080: \u30cb\u30e5\u30fc\u30b9\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3067\u30bf\u30a4\u30d4\u30f3\u30b0\u7df4\u7fd2<\/span> →<\/span><\/a>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"blog: 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\u3067\u3001\u30a6\u30a7\u30d6\u30ab\u30e1\u30e9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002\u5fc5\u2026","rel":"","context":"Debian","block_context":{"text":"Debian","link":"https:\/\/pasero.net\/~mako\/blog\/s\/category\/debian"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2190,"url":"https:\/\/pasero.net\/~mako\/blog\/s\/2190","url_meta":{"origin":2364,"position":5},"title":"\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30c8\u30ec\u30fc\u30b8 hubiC \u3092\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306b\u4f7f\u3063\u3066\u307f\u308b","author":"Mako","date":"2017\u5e742\u670818\u65e5(\u571f)","format":false,"excerpt":"PC \u306e\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u5b85\u5185\u306b\u8907\u6570\u306e PC \u304c\u3042\u308b\u306e\u3067\u76f8\u4e92\u306b\u30b3\u30d4\u30fc\u3059\u308b\u3068\u3044\u3046\u5b89\u76f4\u306a\u65b9\u6cd5\u3092\u3068\u3063\u2026","rel":"","context":"Debian","block_context":{"text":"Debian","link":"https:\/\/pasero.net\/~mako\/blog\/s\/category\/debian"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/pasero.net\/~mako\/blog\/wp-content\/uploads\/2017\/02\/hubiC1-244x300.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/posts\/2364","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/comments?post=2364"}],"version-history":[{"count":0,"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/posts\/2364\/revisions"}],"wp:attachment":[{"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/media?parent=2364"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/categories?post=2364"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pasero.net\/~mako\/blog\/wp-json\/wp\/v2\/tags?post=2364"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}