{"id":29823,"date":"2023-11-01T06:03:57","date_gmt":"2023-06-08T13:52:07","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/"},"modified":"2025-08-12T16:05:18","modified_gmt":"2025-08-12T08:05:18","slug":"%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/","title":{"rendered":"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6"},"content":{"rendered":"<h1>\u9996\u5148\u901a\u8fc7JavaScript\u751f\u6210\u5185\u5bb9\u7684\u7f51\u7ad9\uff0c\u4ec5\u4f7f\u7528BeautifulSoup4\u901a\u5e38\u65e0\u6cd5\u8fdb\u884c\u7f51\u9875\u722c\u53d6\u3002<br \/>\n\u4f8b\u5982\uff0c\u50cf\u201c\u5f53\u6eda\u52a8\u5230\u5e95\u90e8\u65f6\uff0c\u4e0b\u4e00\u6bb5\u5185\u5bb9\u624d\u4f1a\u663e\u793a\u201d\u7684\u7f51\u7ad9\u3002<br \/>\n\u7531\u4e8eURL\u4e0d\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u5904\u7406\u5462\u2026\u2026\u3002<br \/>\n\u8fd9\u65f6\u5c31\u51fa\u73b0\u4e86Selenium+PhantomJS\u7684\u7528\u6cd5\u3002<\/p>\n<h2>Background\u51fa\u4e8e\u60f3\u8981\u5728\u5404\u79cd\u4e0d\u540c\u60c5\u51b5\u4e0b\u90fd\u80fd\u8fdb\u884c\u7f51\u7edc\u722c\u866b\u7684\u613f\u671b\uff0c\u672c\u6b21\u6211\u4eec\u5c06\u518d\u6b21\u53c2\u8003\u300aPython\u7f51\u7edc\u722c\u866b\u4e0e\u6570\u636e\u91c7\u96c6\u300b\u8fd9\u672c\u4e66\u8fdb\u884c\u5b9e\u8df5\u3002<br \/>\n\u7b80\u5355\u5730\u8bf4\uff0c\u7f51\u7edc\u722c\u866b\u662f\u4e00\u4ef6\u4e50\u8da3\u65e0\u7a77\u7684\u4e8b\u60c5\u3002<\/p>\n<h2>\u8981\u505a\u7684\u4e8b\u60c5\u4e2a\u522b\u91cd\u8981\u4fe1\u606f\u3001\u6bd4\u5982\u6807\u9898\u3001\u4f5c\u8005\u548c\u53d1\u5e03\u65e5\u671f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bf\u30a4\u30c8\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">URL<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6982\u8981<\/ul>\n<p>\u63d0\u53d6\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5728MongoDB\u3001csv\u548cRSS\u4e2d\u3002<\/p>\n<h2>\u4f60\u80fd\u505a\u4ec0\u4e48\u5462\uff1f<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d03c437434c4406bd47d3\/9-0.png\" alt=\"pre.PNG\" \/><\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d03c437434c4406bd47d3\/10-0.png\" alt=\"post.PNG\" \/><\/p>\n<h3>\u6d41\u52a8<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528Selenium\u548cPhantomJS\u4ece\u4e00\u4e2a\u4f7f\u7528JavaScript\u7684\u7f51\u7ad9\uff08\u672c\u6b21\u4e3a\u201cnote\u201d\uff09\u4e2d\u63d0\u53d6HTML<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528BeautifulSoup4\u89e3\u6790\u63d0\u53d6\u7684HTML\uff0c\u5e76\u63d0\u53d6\u6240\u9700\u4fe1\u606f<\/ol>\n<\/li>\n<\/ol>\n<p>\u5c06\u6570\u636e\u4fdd\u5b58\u5230MongoDB<br \/>\n\u5c06\u6570\u636e\u4fdd\u5b58\u4e3acsv\u683c\u5f0f<br \/>\n\u5c06\u6570\u636e\u4fdd\u5b58\u4e3aRSS\u683c\u5f0f<\/p>\n<h1>\u4fdd\u8b77\u662f\u6211\u5011\u7684\u8cac\u4efb<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Windows10 64bit<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python3.7<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MongoDB 4.0.2<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Selenium 3.14.0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">PhantomJS 2.1.1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">beautifulsoup4 4.6.3<\/ul>\n<h1>\u51c6\u5907\u5de5\u4f5c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">PhantomJS\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u89e3\u51cd\u3057\u3001PATH\u3092\u901a\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u53c2\u8003\uff1a\u300cWindows\u3067phantomjs\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u30b9\u30af\u30ea\u30fc\u30f3\u30ad\u30e3\u30d7\u30c1\u30e3\uff08cygwin\u5b9f\u884c\uff09\u300d<\/p>\n<p>\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u524d\u306bMongoDB\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u8d77\u52d5\u3055\u305b\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u53c2\u8003\uff1a\u300cWindows\u7248MongoDB\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30fbMongoShell\u3092\u901a\u3057\u3066CRUD\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3063\u3066\u307f\u308b\u300d<\/p>\n<h1>\u7a0b\u5f0f\u78bc m\u01ce)<\/p>\n<h2>0. \u7528\u4e8e\u65e5\u5fd7\u7684\u5492\u8bed\u8bf7\u53c2\u8003\uff1a\u8bf7\u505c\u6b62\u4f7f\u7528print\u548cimport logging\u6765\u8f93\u51fa\u65e5\u5fd7 &#8211; Qiita<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">logging<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">getLogger<\/span><span class=\"p\">,<\/span> <span class=\"n\">StreamHandler<\/span><span class=\"p\">,<\/span> <span class=\"n\">DEBUG<\/span>\r\n<span class=\"n\">logger<\/span> <span class=\"o\">=<\/span> <span class=\"n\">getLogger<\/span><span class=\"p\">(<\/span><span class=\"n\">__name__<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">handler<\/span> <span class=\"o\">=<\/span> <span class=\"n\">StreamHandler<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">handler<\/span><span class=\"p\">.<\/span><span class=\"n\">setLevel<\/span><span class=\"p\">(<\/span><span class=\"n\">DEBUG<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">setLevel<\/span><span class=\"p\">(<\/span><span class=\"n\">DEBUG<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">addHandler<\/span><span class=\"p\">(<\/span><span class=\"n\">handler<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">propagate<\/span> <span class=\"o\">=<\/span> <span class=\"bp\">False<\/span>\r\n<\/code><\/pre>\n<h2>\u4f7f\u7528Selenium\u548cPhantomJS\u4eceJavaScript\u7f51\u7ad9\u4e2d\u8fdb\u884cHTML\u6570\u636e\u6293\u53d6\u3002<br \/>\n\u5982\u679c\u51fa\u73b0 AttributeError: &#8216;NoneType&#8217;\u5bf9\u8c61\u6ca1\u6709\u5c5e\u6027 &#8216;attrs&#8217; \u7684\u60c5\u51b5\uff0c\u8bf7\u5c06 sleep_time \u7684\u6570\u91cf\u589e\u52a0\u5e76\u91cd\u65b0\u8fd0\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">sys<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">time<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">selenium<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">webdriver<\/span> <span class=\"c1\"># pip install selenium\r\n<\/span><span class=\"kn\">from<\/span> <span class=\"nn\">selenium.webdriver.support.ui<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">WebDriverWait<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">bs4<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">BeautifulSoup<\/span>\r\n\r\n<span class=\"c1\"># \u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3059\u308b\u30b5\u30a4\u30c8\u306eurl\u3092\u6307\u5b9a\r\n<\/span><span class=\"n\">url<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'https:\/\/note.mu\/'<\/span>\r\n\r\n<span class=\"c1\"># \u8aad\u307f\u8fbc\u3080\u6295\u7a3f\u306e\u591a\u3055\u3092\u6307\u5b9a(amount * 10 \u6295\u7a3f\u7a0b\u5ea6)\r\n<\/span><span class=\"n\">amount<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">2<\/span>\r\n\r\n<span class=\"c1\"># \u8aad\u307f\u8fbc\u307f\u6642\u306b\u5f85\u6a5f\u3059\u308b\u6642\u9593\u306e\u6307\u5b9a\r\n<\/span><span class=\"n\">sleep_time<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">5<\/span>\r\n\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">main<\/span><span class=\"p\">():<\/span>\r\n    <span class=\"s\">\"\"\"\r\n    \u30e1\u30a4\u30f3\u51e6\u7406\r\n    \"\"\"<\/span>\r\n\r\n    <span class=\"c1\"># PhantomJS\u672c\u4f53\u306e\u30d1\u30b9\u3092\u6307\u5b9a\r\n<\/span>    <span class=\"n\">pjs_path<\/span> <span class=\"o\">=<\/span> <span class=\"sa\">r<\/span><span class=\"s\">\"C:\\phantomjs-2.1.1\\bin\\phantomjs.exe\"<\/span>\r\n    <span class=\"n\">driver<\/span> <span class=\"o\">=<\/span> <span class=\"n\">webdriver<\/span><span class=\"p\">.<\/span><span class=\"n\">PhantomJS<\/span><span class=\"p\">(<\/span><span class=\"n\">executable_path<\/span><span class=\"o\">=<\/span><span class=\"n\">pjs_path<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># \u30da\u30fc\u30b8\u306e\u8aad\u307f\u8fbc\u307f\r\n<\/span>    <span class=\"n\">navigate<\/span><span class=\"p\">(<\/span><span class=\"n\">driver<\/span><span class=\"p\">,<\/span> <span class=\"n\">url<\/span><span class=\"p\">,<\/span> <span class=\"n\">amount<\/span><span class=\"o\">=<\/span><span class=\"n\">amount<\/span><span class=\"p\">,<\/span> <span class=\"n\">sleep_time<\/span><span class=\"o\">=<\/span><span class=\"n\">sleep_time<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"c1\"># \u30c7\u30fc\u30bf\u306e\u62bd\u51fa\r\n<\/span>    <span class=\"n\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"n\">scrape_posts<\/span><span class=\"p\">(<\/span><span class=\"n\">driver<\/span><span class=\"p\">,<\/span> <span class=\"n\">url<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">return<\/span> <span class=\"n\">posts<\/span>\r\n\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">navigate<\/span><span class=\"p\">(<\/span><span class=\"n\">driver<\/span><span class=\"p\">,<\/span> <span class=\"n\">url<\/span><span class=\"p\">,<\/span> <span class=\"n\">amount<\/span><span class=\"o\">=<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">sleep_time<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">5<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"s\">\"\"\"\r\n    \u76ee\u7684\u306e\u30da\u30fc\u30b8\u306b\u9077\u79fb\u3059\u308b\r\n    amount &gt;= 1\r\n    \"\"\"<\/span>\r\n\r\n    <span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">debug<\/span><span class=\"p\">(<\/span><span class=\"s\">'Navigating...'<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"n\">driver<\/span><span class=\"p\">.<\/span><span class=\"n\">get<\/span><span class=\"p\">(<\/span><span class=\"n\">url<\/span><span class=\"p\">)<\/span>\r\n    <span class=\"k\">assert<\/span> <span class=\"s\">'note'<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">driver<\/span><span class=\"p\">.<\/span><span class=\"n\">title<\/span>\r\n\r\n    <span class=\"c1\"># \u6307\u5b9a\u3057\u305f\u56de\u6570\u5206\u3001\u30da\u30fc\u30b8\u4e0b\u90e8\u307e\u3067\u30b9\u30af\u30ed\u30fc\u30eb\u3057\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u3092\u5f85\u3064\r\n<\/span>    <span class=\"k\">for<\/span> <span class=\"n\">i<\/span> <span class=\"ow\">in<\/span> <span class=\"nb\">range<\/span><span class=\"p\">(<\/span><span class=\"mi\">1<\/span><span class=\"p\">,<\/span> <span class=\"n\">amount<\/span><span class=\"o\">+<\/span><span class=\"mi\">1<\/span><span class=\"p\">):<\/span>\r\n        <span class=\"n\">driver<\/span><span class=\"p\">.<\/span><span class=\"n\">execute_script<\/span><span class=\"p\">(<\/span><span class=\"s\">'scroll(0, document.body.scrollHeight)'<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">debug<\/span><span class=\"p\">(<\/span><span class=\"s\">'Waiting for contents to be loaded...({0} times)'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">i<\/span><span class=\"p\">))<\/span>\r\n        <span class=\"n\">time<\/span><span class=\"p\">.<\/span><span class=\"n\">sleep<\/span><span class=\"p\">(<\/span><span class=\"n\">sleep_time<\/span><span class=\"p\">)<\/span>\r\n\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">scrape_posts<\/span><span class=\"p\">(<\/span><span class=\"n\">driver<\/span><span class=\"p\">,<\/span> <span class=\"n\">url<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"s\">\"\"\"\r\n    \u6295\u7a3f\u306eURL\u3001\u30bf\u30a4\u30c8\u30eb\u3001\u6982\u8981\u306edict\u3092\u30ea\u30b9\u30c8\u5f62\u5f0f\u3067\u53d6\u5f97\r\n    \"\"\"<\/span>\r\n\r\n    <span class=\"n\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[]<\/span>\r\n\r\n    <span class=\"c1\"># Selenium\u3067\u53d6\u5f97\u3057\u305fHTML\u3092BeautifulSoup4\u306b\u8aad\u307f\u8fbc\u3080\r\n<\/span>    <span class=\"n\">html<\/span> <span class=\"o\">=<\/span> <span class=\"n\">driver<\/span><span class=\"p\">.<\/span><span class=\"n\">page_source<\/span>\r\n    <span class=\"n\">bsObj<\/span> <span class=\"o\">=<\/span> <span class=\"n\">BeautifulSoup<\/span><span class=\"p\">(<\/span><span class=\"n\">html<\/span><span class=\"p\">,<\/span><span class=\"s\">\"html.parser\"<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">for<\/span> <span class=\"n\">post_html<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">bsObj<\/span><span class=\"p\">.<\/span><span class=\"n\">findAll<\/span><span class=\"p\">(<\/span><span class=\"s\">\"div\"<\/span><span class=\"p\">,{<\/span><span class=\"s\">\"class\"<\/span><span class=\"p\">:<\/span><span class=\"s\">\"c-card__body\"<\/span><span class=\"p\">}):<\/span>\r\n        <span class=\"c1\"># \u8a18\u4e8b\u306eURL\u3092\u53d6\u5f97\r\n<\/span>        <span class=\"n\">content_url<\/span> <span class=\"o\">=<\/span> <span class=\"n\">post_html<\/span><span class=\"p\">.<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">\"h3\"<\/span><span class=\"p\">).<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">'a'<\/span><span class=\"p\">).<\/span><span class=\"n\">attrs<\/span><span class=\"p\">[<\/span><span class=\"s\">'href'<\/span><span class=\"p\">]<\/span>\r\n        <span class=\"n\">content_full_url<\/span> <span class=\"o\">=<\/span> <span class=\"n\">url<\/span> <span class=\"o\">+<\/span> <span class=\"n\">content_url<\/span><span class=\"p\">[<\/span><span class=\"mi\">1<\/span><span class=\"p\">:]<\/span>\r\n\r\n        <span class=\"c1\"># \u8a18\u4e8b\u30bf\u30a4\u30c8\u30eb\u3092\u53d6\u5f97\r\n<\/span>        <span class=\"n\">title<\/span> <span class=\"o\">=<\/span> <span class=\"n\">post_html<\/span><span class=\"p\">.<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">\"h3\"<\/span><span class=\"p\">).<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">'a'<\/span><span class=\"p\">).<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">'span'<\/span><span class=\"p\">).<\/span><span class=\"n\">get_text<\/span><span class=\"p\">()<\/span>\r\n        <span class=\"n\">title<\/span> <span class=\"o\">=<\/span> <span class=\"n\">title<\/span><span class=\"p\">.<\/span><span class=\"n\">replace<\/span><span class=\"p\">(<\/span><span class=\"s\">'<\/span><span class=\"se\">\\n<\/span><span class=\"s\">'<\/span><span class=\"p\">,<\/span> <span class=\"s\">''<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u6539\u884c\u3092\u524a\u9664\r\n<\/span>\r\n        <span class=\"c1\"># \u8a18\u4e8b\u306e\u6982\u8981\u3092\u53d6\u5f97\r\n<\/span>        <span class=\"k\">try<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"n\">description<\/span> <span class=\"o\">=<\/span> <span class=\"n\">post_html<\/span><span class=\"p\">.<\/span><span class=\"n\">find<\/span><span class=\"p\">(<\/span><span class=\"s\">\"p\"<\/span><span class=\"p\">,<\/span> <span class=\"p\">{<\/span><span class=\"s\">'class'<\/span><span class=\"p\">:<\/span><span class=\"s\">'p-cardItem__description'<\/span><span class=\"p\">}).<\/span><span class=\"n\">get_text<\/span><span class=\"p\">()<\/span>\r\n            <span class=\"n\">description<\/span> <span class=\"o\">=<\/span> <span class=\"n\">description<\/span><span class=\"p\">.<\/span><span class=\"n\">replace<\/span><span class=\"p\">(<\/span><span class=\"s\">'<\/span><span class=\"se\">\\n<\/span><span class=\"s\">'<\/span><span class=\"p\">,<\/span> <span class=\"s\">''<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u6539\u884c\u3092\u524a\u9664\r\n<\/span>        <span class=\"k\">except<\/span> <span class=\"nb\">AttributeError<\/span> <span class=\"k\">as<\/span> <span class=\"n\">e<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"n\">description<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'-no description-'<\/span>\r\n            <span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">debug<\/span><span class=\"p\">(<\/span><span class=\"s\">\"\u300c{0}\u300d has no description: {1}\"<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span><span class=\"n\">title<\/span><span class=\"p\">,<\/span> <span class=\"n\">e<\/span><span class=\"p\">))<\/span>\r\n\r\n        <span class=\"n\">posts<\/span><span class=\"p\">.<\/span><span class=\"n\">append<\/span><span class=\"p\">({<\/span>\r\n            <span class=\"s\">'url'<\/span><span class=\"p\">:<\/span> <span class=\"n\">content_full_url<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"s\">'title'<\/span><span class=\"p\">:<\/span> <span class=\"n\">title<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"s\">'description'<\/span><span class=\"p\">:<\/span> <span class=\"n\">description<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"p\">})<\/span>\r\n\r\n    <span class=\"k\">return<\/span> <span class=\"n\">posts<\/span>\r\n<\/code><\/pre>\n<p>\u6267\u884c<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">posts<\/span> <span class=\"o\">=<\/span> <span class=\"n\">main<\/span><span class=\"p\">()<\/span>\r\n<\/code><\/pre>\n<h2>\u5c06\u6570\u636e\u4fdd\u5b58\u5230MongoDB\u4e2d\u3002<br \/>\n\u5728\u547d\u4ee4\u63d0\u793a\u7b26\u4e0a\u521b\u5efa\u6570\u636e\u5e93\u76ee\u5f55\u3002<\/p>\n<pre class=\"post-pre\"><code>mongod --dbpath \"${\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7528\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3078\u306e\u30d1\u30b9}\"\r\n<\/code><\/pre>\n<p>\u6267\u884c\u3002\u5148\u542f\u52a8MongoDB\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">from<\/span> <span class=\"nn\">pymongo<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">MongoClient<\/span><span class=\"p\">,<\/span> <span class=\"n\">DESCENDING<\/span> <span class=\"c1\"># pip install pymongo\r\n<\/span>\r\n<span class=\"c1\"># MongoDB\u3068\u306e\u63a5\u7d9a\r\n<\/span><span class=\"n\">mongo_client<\/span> <span class=\"o\">=<\/span> <span class=\"n\">MongoClient<\/span><span class=\"p\">(<\/span><span class=\"s\">'localhost'<\/span><span class=\"p\">,<\/span> <span class=\"mi\">27017<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># MongoDB\u3068\u63a5\u7d9a\r\n<\/span><span class=\"n\">db<\/span> <span class=\"o\">=<\/span> <span class=\"n\">mongo_client<\/span><span class=\"p\">.<\/span><span class=\"n\">note<\/span>\r\n<span class=\"n\">collection<\/span> <span class=\"o\">=<\/span> <span class=\"n\">db<\/span><span class=\"p\">.<\/span><span class=\"n\">recomend<\/span> <span class=\"c1\"># note\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 -&gt; recomend\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\r\n<\/span><span class=\"n\">collection<\/span><span class=\"p\">.<\/span><span class=\"n\">delete_many<\/span><span class=\"p\">({})<\/span> <span class=\"c1\"># \u65e2\u5b58\u306e\u5168\u3066\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u524a\u9664\u3057\u3066\u304a\u304f\r\n<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">save_to_mongodb<\/span><span class=\"p\">(<\/span><span class=\"n\">collection<\/span><span class=\"p\">,<\/span> <span class=\"n\">items<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"s\">\"\"\"\r\n    MongoDB\u306b\u30a2\u30a4\u30c6\u30e0\u306e\u30ea\u30b9\u30c8\u3092\u4fdd\u5b58\r\n    \"\"\"<\/span>\r\n\r\n    <span class=\"n\">result<\/span> <span class=\"o\">=<\/span> <span class=\"n\">collection<\/span><span class=\"p\">.<\/span><span class=\"n\">insert_many<\/span><span class=\"p\">(<\/span><span class=\"n\">items<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u633f\u5165\r\n<\/span>    <span class=\"n\">logger<\/span><span class=\"p\">.<\/span><span class=\"n\">debug<\/span><span class=\"p\">(<\/span><span class=\"s\">'Inserted {0} documents'<\/span><span class=\"p\">.<\/span><span class=\"nb\">format<\/span><span class=\"p\">(<\/span><span class=\"nb\">len<\/span><span class=\"p\">(<\/span><span class=\"n\">result<\/span><span class=\"p\">.<\/span><span class=\"n\">inserted_ids<\/span><span class=\"p\">)))<\/span>\r\n\r\n<span class=\"c1\"># \u5b9f\u884c\r\n<\/span><span class=\"n\">save_to_mongodb<\/span><span class=\"p\">(<\/span><span class=\"n\">collection<\/span><span class=\"p\">,<\/span> <span class=\"n\">posts<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h2>\u7528csv\u683c\u5f0f\u4fdd\u5b58\u6570\u636e<br \/>\n\u53ef\u4ee5\u5c06\u6570\u636e\u4fdd\u5b58\u5728CSV\u6587\u4ef6\u4e2d\uff0c\u8fd9\u6837\u975e\u5de5\u7a0b\u5e08\u7684\u4eba\u4e5f\u53ef\u4ee5\u4f7f\u7528Excel\u8fdb\u884c\u6392\u5e8f\u548c\u5206\u6790\uff0c\u975e\u5e38\u65b9\u4fbf\u3002<br \/>\n\u8fd8\u53ef\u4ee5\u7701\u53bb\u5b89\u88c5MongoDB\u7684\u9ebb\u70e6\u3002<br \/>\n\u56e0\u6b64\uff0c\u5728\u8fd9\u91cc<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MongoDB\u3092\u7d4c\u7531\u3059\u308b\u5834\u5408<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">MongoDB\u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408<\/ul>\n<p>\u6211\u4f1a\u63d0\u4f9b\u4e24\u79cd\u65b9\u6cd5\u3002<\/p>\n<p>\u56e0\u4e3a\u6240\u521b\u5efa\u7684csv\u6587\u4ef6\u7684\u5b57\u7b26\u7f16\u7801\u662futf-8\uff0c\u6240\u4ee5\u5728Excel\u4e2d\u666e\u901a\u6253\u5f00\u4f1a\u51fa\u73b0\u4e71\u7801\u3002\u8bf7\u6309\u7167\u4ee5\u4e0b\u7f51\u7ad9\u4e0a\u7684\u6b65\u9aa4\u6765\u6253\u5f00\uff1a<br \/>\n&#8220;\u5728Excel\u4e2d\u6253\u5f00utf-8\u7684CSV\u6587\u4ef6\u800c\u4e0d\u6539\u53d8\u5b57\u7b26\u7f16\u7801\u7684\u65b9\u6cd5&#8221;<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">csv<\/span>\r\n\r\n<span class=\"k\">def<\/span> <span class=\"nf\">save_as_csv<\/span><span class=\"p\">(<\/span><span class=\"n\">posts<\/span><span class=\"p\">,<\/span> <span class=\"n\">csv_name<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"c1\"># \u5217\u540d\uff081\u884c\u76ee\uff09\u3092\u4f5c\u6210\r\n<\/span>    <span class=\"c1\">## [\u30bf\u30a4\u30c8\u30eb\u3001URL\u3001\u6982\u8981]\r\n<\/span>    <span class=\"n\">col_name<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"s\">'title'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'url'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'description'<\/span><span class=\"p\">]<\/span>\r\n\r\n    <span class=\"k\">with<\/span> <span class=\"nb\">open<\/span><span class=\"p\">(<\/span><span class=\"n\">csv_name<\/span><span class=\"p\">,<\/span> <span class=\"s\">'w'<\/span><span class=\"p\">,<\/span> <span class=\"n\">newline<\/span><span class=\"o\">=<\/span><span class=\"s\">''<\/span><span class=\"p\">,<\/span> <span class=\"n\">encoding<\/span><span class=\"o\">=<\/span><span class=\"s\">'utf-8'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">output_csv<\/span><span class=\"p\">:<\/span>\r\n        <span class=\"n\">csv_writer<\/span> <span class=\"o\">=<\/span> <span class=\"n\">csv<\/span><span class=\"p\">.<\/span><span class=\"n\">writer<\/span><span class=\"p\">(<\/span><span class=\"n\">output_csv<\/span><span class=\"p\">)<\/span>\r\n        <span class=\"n\">csv_writer<\/span><span class=\"p\">.<\/span><span class=\"n\">writerow<\/span><span class=\"p\">(<\/span><span class=\"n\">col_name<\/span><span class=\"p\">)<\/span> <span class=\"c1\"># \u5217\u540d\u3092\u8a18\u5165\r\n<\/span>\r\n        <span class=\"c1\"># csv\u306b1\u884c\u305a\u3064\u66f8\u304d\u8fbc\u307f\r\n<\/span>        <span class=\"k\">for<\/span> <span class=\"n\">post<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">posts<\/span><span class=\"p\">:<\/span>\r\n            <span class=\"n\">row_items<\/span> <span class=\"o\">=<\/span> <span class=\"p\">[<\/span><span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'title'<\/span><span class=\"p\">],<\/span> <span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'url'<\/span><span class=\"p\">],<\/span> <span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'description'<\/span><span class=\"p\">]]<\/span>\r\n            <span class=\"n\">csv_writer<\/span><span class=\"p\">.<\/span><span class=\"n\">writerow<\/span><span class=\"p\">(<\/span><span class=\"n\">row_items<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"c1\"># =====\r\n# MongoDB\u3092\u7d4c\u7531\u3059\u308b\u5834\u5408\r\n# from pymongo import MongoClient, DESCENDING # pip install pymongo\r\n# mongo_client = MongoClient('localhost', 27017) # MongoDB\u3068\u63a5\u7d9a\r\n# db = mongo_client.note\r\n# collection = db.recomend # note\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 -&gt; recomend\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\r\n# posts = collection.find()\r\n<\/span>\r\n<span class=\"c1\"># MongoDB\u3092\u4f7f\u7528\u3057\u306a\u3044\u5834\u5408\r\n# posts\u306fmain()\u306e\u8fd4\u308a\u5024\r\n# =====\r\n<\/span>\r\n<span class=\"c1\"># \u30d5\u30a1\u30a4\u30eb\u540d\u3092\u6307\u5b9a\r\n<\/span><span class=\"n\">csv_name<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'note_list.csv'<\/span>\r\n\r\n<span class=\"n\">save_as_csv<\/span><span class=\"p\">(<\/span><span class=\"n\">posts<\/span><span class=\"p\">,<\/span> <span class=\"n\">csv_name<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h2>\u4ee5RSS\u683c\u5f0f\u4fdd\u5b58\u6570\u636e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">feedgenerator<\/span> <span class=\"c1\"># pip install feedgenerator\r\n<\/span>\r\n<span class=\"k\">def<\/span> <span class=\"nf\">save_as_feed<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">,<\/span> <span class=\"n\">posts<\/span><span class=\"p\">):<\/span>\r\n    <span class=\"s\">\"\"\"\r\n    \u30b3\u30f3\u30c6\u30f3\u30c4\u30ea\u30b9\u30c8\u3092RSS\u30d5\u30a3\u30fc\u30c9\u3068\u3057\u3066\u4fdd\u5b58\r\n    \"\"\"<\/span>\r\n\r\n    <span class=\"n\">feed<\/span> <span class=\"o\">=<\/span> <span class=\"n\">feedgenerator<\/span><span class=\"p\">.<\/span><span class=\"n\">Rss201rev2Feed<\/span><span class=\"p\">(<\/span>\r\n        <span class=\"n\">title<\/span><span class=\"o\">=<\/span><span class=\"s\">'\u304a\u3059\u3059\u3081\u30ce\u30fc\u30c8'<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"n\">link<\/span><span class=\"o\">=<\/span><span class=\"s\">'https:\/\/note.mu\/'<\/span><span class=\"p\">,<\/span>\r\n        <span class=\"n\">description<\/span><span class=\"o\">=<\/span><span class=\"s\">'\u304a\u3059\u3059\u3081\u30ce\u30fc\u30c8'<\/span><span class=\"p\">)<\/span>\r\n\r\n    <span class=\"k\">for<\/span> <span class=\"n\">post<\/span> <span class=\"ow\">in<\/span> <span class=\"n\">posts<\/span><span class=\"p\">:<\/span>\r\n        <span class=\"n\">feed<\/span><span class=\"p\">.<\/span><span class=\"n\">add_item<\/span><span class=\"p\">(<\/span><span class=\"n\">title<\/span><span class=\"o\">=<\/span><span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'title'<\/span><span class=\"p\">],<\/span> <span class=\"n\">link<\/span><span class=\"o\">=<\/span><span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'url'<\/span><span class=\"p\">],<\/span>\r\n                     <span class=\"n\">description<\/span><span class=\"o\">=<\/span><span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'description'<\/span><span class=\"p\">],<\/span> <span class=\"n\">unique_id<\/span><span class=\"o\">=<\/span><span class=\"n\">post<\/span><span class=\"p\">[<\/span><span class=\"s\">'url'<\/span><span class=\"p\">])<\/span>\r\n\r\n    <span class=\"n\">feed<\/span><span class=\"p\">.<\/span><span class=\"n\">write<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">,<\/span> <span class=\"s\">'utf-8'<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"c1\"># posts\u306f\u300c3. csv\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u300d\u3092\u53c2\u7167\r\n<\/span><span class=\"k\">with<\/span> <span class=\"nb\">open<\/span><span class=\"p\">(<\/span><span class=\"s\">'note_recommend.rss'<\/span><span class=\"p\">,<\/span> <span class=\"s\">'w'<\/span><span class=\"p\">,<\/span> <span class=\"n\">encoding<\/span><span class=\"o\">=<\/span><span class=\"s\">'utf-8'<\/span><span class=\"p\">)<\/span> <span class=\"k\">as<\/span> <span class=\"n\">f<\/span><span class=\"p\">:<\/span>\r\n    <span class=\"n\">save_as_feed<\/span><span class=\"p\">(<\/span><span class=\"n\">f<\/span><span class=\"p\">,<\/span> <span class=\"n\">posts<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<h1>\u603b\u7ed3\u5728\u4e00\u4e9b\u770b\u4f3c\u65e0\u6cd5\u786e\u5b9a\u5982\u4f55\u8fdb\u884c\u7f51\u9875\u722c\u53d6\u7684\u7ad9\u70b9\u4e0a\uff0c\u5f53\u6211\u4eec\u6eda\u52a8\u5230\u6700\u5e95\u90e8\u65f6\uff0c\u4e0b\u4e00\u4e2a\u5185\u5bb9\u5c31\u4f1a\u663e\u793a\u51fa\u6765\u3002\u4f46\u662f\u901a\u8fc7\u4f7f\u7528Selenium\u548cPhantomJS\uff0c\u6211\u4eec\u53d1\u73b0\u53ef\u4ee5\u8fdb\u884c\u7f51\u9875\u722c\u53d6\u3002<\/p>\n<h2>\u8bf7\u53c2\u7167\u4ee5\u4e0b\u5185\u5bb9\u3002\u4ee3\u7801\u4e3b\u8981\u53c2\u8003\u4e86\u4ee5\u4e0b\u5185\u5bb9\uff1a2 3\u3002<\/p>\n<ul class=\"post-ul\">\u300ePython\u30af\u30ed\u30fc\u30ea\u30f3\u30b0\uff06\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u2015\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u89e3\u6790\u306e\u305f\u3081\u306e\u5b9f\u8df5\u958b\u767a\u30ac\u30a4\u30c9\u2015\u300f\u6280\u8853\u8a55\u8ad6\u793e<\/ul>\n<p>\u6211\u53c2\u8003\u4e86\u81ea\u5df1\u4ee5\u524d\u7684\u6587\u7ae0\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u300c\u5c0f\u8aac\u5bb6\u306b\u306a\u308d\u3046\u300d\u3092Python\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u672c\u6587\u3092\u4fdd\u5b58\u3059\u308b\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7528\u30b3\u30fc\u30d1\u30b9\u4f5c\u6210\uff09 &#8211; Qiita<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">YouTube\u306eAPI\u3067\u53d6\u5f97\u3057\u305f\u8f1d\u591c\u6708\u3055\u3093\u306e\u52d5\u753b\u60c5\u5831\u3092MongoDB\u3084pandas\u3067\u89e6\u3063\u3066\u307f\u305f &#8211; Qiita<\/ul>\n<h2>GitHub: \u4ee3\u7801\u6258\u7ba1\u5e73\u53f0\u6211\u628a Jupyter Notebook \u516c\u5f00\u5728 GitHub \u4e0a\u3002<br \/>\nhttps:\/\/github.com\/kokokocococo555\/JavaScriptScraping-demo<\/p>\n<h2>\u8bfe\u9898<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u300c1. Selenium\u3068PhantomJS\u3067JavaScript\u30b5\u30a4\u30c8\u304b\u3089HTML\u3092\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u300d\u5b9f\u884c\u6642\u306bAttributeError: &#8216;NoneType&#8217; object has no attribute &#8216;attrs&#8217;\u304c\u51fa\u308b\u3053\u3068\u304c\u3042\u308b\u304c\u3001\u539f\u56e0\u306f\u672a\u89e3\u660e\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u4e00\u5fdc\u306e\u5bfe\u51e6\u6cd5\u3082\u8a18\u8f09\u3057\u3066\u3044\u308b\u304c\u3001\u3069\u3053\u307e\u3067\u52b9\u679c\u304c\u3042\u308b\u306e\u3084\u3089\u2026\u3002<br \/>\n(2018-09-18\u8ffd\u8a18\uff09\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u7406\u7531\u304c\u66f8\u7c4d\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306b\u8f09\u3063\u3066\u3044\u305f\uff08\u300cP.198, 5.6.2 note\u306e\u304a\u3059\u3059\u3081\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u53d6\u5f97\u3059\u308b\u300d\uff09\u3002\u5bfe\u5fdc\u7b56\u3082\u672c\u8a18\u4e8b\u3068\u540c\u3058\u304f\u3001time.sleep(2)\u3092\u5165\u308c\u308b\u3068\u3044\u3046\u65b9\u6cd5\u3002\u3053\u308c\u4ee5\u4e0a\u306f\u653e\u7f6e\u3001\u3068\u3044\u3046\u65b9\u5411\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h2>\u8bf7\u6ce8\u610f\u5728\u8fdb\u884c\u7f51\u9875\u722c\u866b\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u7248\u6743\u7b49\u95ee\u9898\u3002<br \/>\n\u8bf7\u53c2\u8003\u4ee5\u4e0b\u6587\u7ae0\uff0c\u610f\u8bc6\u5230\u89c4\u5219\u548c\u793c\u4eea\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u6ce8\u610f\u4e8b\u9805\u4e00\u89a7 &#8211; Qiita<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Web\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u306e\u6cd5\u5f8b\u5468\u308a\u306e\u8a71\u3092\u3057\u3088\u3046\uff01 &#8211; Qiita<\/ul>\n<h1>\u76f8\u5173\u6587\u7ae0\u3010\u7f51\u7edc\u722c\u866b\u548c\u81ea\u52a8\u5316\u3011\u57fa\u672c\u7684\u306a\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0(BeautifulSoup4)<\/p>\n<p>\u300c\u5c0f\u8aac\u5bb6\u306b\u306a\u308d\u3046\u300d\u3092Python\u3067\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3057\u3066\u672c\u6587\u3092\u4fdd\u5b58\u3059\u308b\uff08\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7528\u30b3\u30fc\u30d1\u30b9\u4f5c\u6210\uff09 &#8211; Qiita<\/p>\n<p>API\u3092\u5229\u7528\u3057\u305f\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u4fdd\u5b58(MongoDB)\u30fb\u30c7\u30fc\u30bf\u5206\u6790\u306e\u4e00\u6b69(pandas)<\/p>\n<p>YouTube\u306eAPI\u3067\u53d6\u5f97\u3057\u305f\u8f1d\u591c\u6708\u3055\u3093\u306e\u52d5\u753b\u60c5\u5831\u3092MongoDB\u3084pandas\u3067\u89e6\u3063\u3066\u307f\u305f &#8211; Qiita<\/p>\n<p>JavaScript\u3092\u7528\u3044\u305f\u30b5\u30a4\u30c8\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0(Selenium, PhantomJS)<\/p>\n<p>JavaScript\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u751f\u6210\u3055\u308c\u308b\u30b5\u30a4\u30c8\u306e\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3010Selenium+PhantomJS\u3011 &#8211; Qiita<\/p>\n<p>\u30e1\u30fc\u30eb\u901a\u77e5(smtplib)\u30fb\u5b9a\u671f\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u81ea\u52d5\u5b9f\u884c(\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9)<\/p>\n<p>\u300c\u5c0f\u8aac\u5bb6\u306b\u306a\u308d\u3046\u300d\u3067\u65b0\u3057\u304f\u516c\u958b\u3055\u308c\u305f\u8a18\u4e8b\u306e\u30e1\u30fc\u30eb\u901a\u77e5\u3092\u81ea\u52d5\u5316\u3010Python\u3011 &#8211; Qiita<\/p>\n<p>\u81ea\u52d5\u30ed\u30b0\u30a4\u30f3(Selenium, ChromeDriver)<\/p>\n<p>Qiita\u306bSelenium\u3067\u81ea\u52d5\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u5168\u6295\u7a3f\u3092\u5b9a\u671f\u7684\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3010Python\u3011 &#8211; Qiita<\/p>\n<div>\n<p>\u5728\u6211\u53c2\u8003\u7684\u4e66\u7c4d\u4e2d\uff0c\u4f7f\u7528Selenium\u8fdb\u884c\u89e3\u6790\u548c\u4fe1\u606f\u63d0\u53d6\uff0c\u4f46\u662f\u5728\u6211\u7684\u73af\u5883\u4e2d\u65e0\u6cd5\u6210\u529f\uff0c\u6240\u4ee5\u6211\u4f7f\u7528\u719f\u6089\u7684BeautifulSoup4\u8fdb\u884c\u5904\u7406\u3002\u21a9<\/p>\n<p>\u7531\u4e8enote\u7684HTML\u7ed3\u6784\u4e0e\u4e66\u7c4d\u51fa\u7248\u65f6\u4e0d\u540c\uff0c\u6211\u81ea\u5df1\u7f16\u5199\u4e86\u7f51\u9875\u6293\u53d6\u7684\u4ee3\u7801\u3002\u21a9<\/p>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u52a0\u5165\u4e86\u4e00\u4e9b\u6539\u8fdb\u63aa\u65bd\uff0c\u4f8b\u5982&#8221;\u53ef\u4ee5\u6307\u5b9a\u8981\u6293\u53d6\u7684\u5e16\u5b50\u6570\u91cf&#8221;\u3002\u21a9<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148\u901a\u8fc7JavaScript\u751f\u6210\u5185\u5bb9\u7684\u7f51\u7ad9\uff0c\u4ec5\u4f7f\u7528BeautifulSoup4\u901a\u5e38\u65e0\u6cd5\u8fdb\u884c\u7f51\u9875\u722c\u53d6\u3002 \u4f8b\u5982\uff0c\u50cf [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-29823","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"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>\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528seleniumphantomjs\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684javascript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528seleniumphantomjs\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684javascript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-08T13:52:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-12T08:05:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d03c437434c4406bd47d3\/9-0.png\" \/>\n<meta name=\"author\" content=\"\u9038, \u79d1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u9038, \u79d1\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/\",\"name\":\"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-06-08T13:52:07+00:00\",\"dateModified\":\"2025-08-12T08:05:18+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487\"},\"description\":\"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487\",\"name\":\"\u9038, \u79d1\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g\",\"caption\":\"\u9038, \u79d1\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/keyi\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6 - Blog - Silicon Cloud","description":"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528seleniumphantomjs\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684javascript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u3002\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6","og_description":"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528seleniumphantomjs\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684javascript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-06-08T13:52:07+00:00","article_modified_time":"2025-08-12T08:05:18+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d03c437434c4406bd47d3\/9-0.png"}],"author":"\u9038, \u79d1","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u9038, \u79d1","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/","name":"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-06-08T13:52:07+00:00","dateModified":"2025-08-12T08:05:18+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487"},"description":"\u5173\u4e8e\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6\u7684\u6280\u672f\u6587\u7ae0","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4f7f\u7528Selenium+PhantomJS\u8fdb\u884c\u5bf9\u751f\u6210\u5185\u5bb9\u7684JavaScript\u7f51\u7ad9\u8fdb\u884c\u722c\u53d6"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/85c1dae56e6ea1e695c73d33c684d487","name":"\u9038, \u79d1","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c94f6d9cbbfbca863fab309840bd690c153c95f8490c290ad2ed54dd693dad16?s=96&d=mm&r=g","caption":"\u9038, \u79d1"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/keyi\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8seleniumphantomjs%e8%bf%9b%e8%a1%8c%e5%af%b9%e7%94%9f%e6%88%90%e5%86%85%e5%ae%b9%e7%9a%84javascript%e7%bd%91%e7%ab%99%e8%bf%9b%e8%a1%8c%e7%88%ac%e5%8f%96%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/29823","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=29823"}],"version-history":[{"count":3,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/29823\/revisions"}],"predecessor-version":[{"id":111576,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/29823\/revisions\/111576"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=29823"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=29823"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=29823"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}