试图使用Python从欧盟统计局检索信息

2024-06-07 16:08:06 发布

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我发现自己经常需要欧盟统计局的经济统计信息，以便训练和测试推理模型

我尝试使用请求和美化组自动化流程

headers = {
    'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.121 Safari/537.36',
    'Accept': '*/*'
}

page = requests.get('https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=sts_inpr_m&lang=en', headers=headers)
return BeautifulSoup(page.text, 'html.parser')

我得到的答复是：

<html>
 <head></head>
 <body>
<script type='text/javascript' language='JavaScript' src='https://appsso.eurostat.ec.europa.eu/nui/js/jquery-1.3.2.js'></script>
<script type='text/javascript' language='JavaScript' src='https://appsso.eurostat.ec.europa.eu/nui/js/noMultipleWindows.js?d=1594493775728'></script>
  <form id='firepost' method='POST' action='https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=sts_inpr_m&lang=en&fbclid=IwAR0wiAQfEomg6H-OfRlAgbLI5laWbqXr0W5QjeT89I_MOvaQiQUIDEx5XBg'>
   <input type='hidden' name='dataset' value="sts_inpr_m"/>
   <input type='hidden' name='fbclid' value="IwAR0wiAQfEomg6H-OfRlAgbLI5laWbqXr0W5QjeT89I_MOvaQiQUIDEx5XBg"/>
   <input type='hidden' name='lang' value="en"/>
  </form>
  <form id='errorForm' method='POST' action='https://appsso.eurostat.ec.europa.eu/nui/onewindowpersession.do'>
  </form>
  <script type='text/javascript'>
    blockOrAllowProceed();
  </script>
 </body>
</html>

我如何（如果可能的话）使BeautifulSoup从指定位置获取内容


Tags： texthttpsformtypejsscriptdodataset
1条回答
网友
1楼 · 发布于 2024-06-07 16:08:06

指定的url不是get请求。这是一个带有json主体的post请求，如下面的代码所示

data = {"dataset":"sts_inpr_m","lang":"en"}
res = requests.post("https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=sts_inpr_m&lang=en", json=data)
print(res.text)

return BeautifulSoup(res.text, 'html.parser')

输出：

\r\n<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">\r\n\r\n\r\n\r\n\r\n<html>\r\n<head>\r\n    <title>Eurostat - Data Explorer</title>\r\n    <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">\r\n    <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"/>\r\n    <meta http-equiv="pragma" content="no-cache"/>\r\n    <meta http-equiv="Expires" content="-1"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/nui.css"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/layout.css"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/tabs.css"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/estat.css"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/dataTable.css"/>\r\n    <link type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/jquery-ui-1.7.2.custom.css" rel="stylesheet"/>\r\n    <link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/ajaxTree.css"/>\r\n\r\n    <link rel="SHORTCUT ICON" href="https://appsso.eurostat.ec.europa.eu/nui/images/favico.ico"/>\r\n</head>\r\n<body class="Bodyid30038601siteid0" id="body">\r\n    <div id="dialog">\r\n        <p style="text-align: center;">Please wait while your request is being processed</p>\r\n        <img src=\'https://appsso.eurostat.ec.europa.eu/nui/images/loader.gif\' alt=\'loading...\'\r\n             style="display: block; margin-left: auto; margin-right: auto;"/>\r\n    </div>\r\n    <div id="modifyTableDialog">\r\n        <p style="text-align: center;">Please close the modify selection dialog or click update.</p>\r\n    </div>\r\n    <script type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/jquery-1.3.2.js"></script>\r\n    \r\n\t<script type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/noMultipleWindows.js?d=1594495067683"></script>\r\n    <script type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/ui.core.js"></script>\r\n    <script type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/ui.dialog.js"></script>\r\n    <script type="text/javascript">\r\n        jQuery.noConflict();\r\n        jQuery("#dialog").dialog({\r\n            height: 100,\r\n            minHeight: 100,\r\n            modal: true,\r\n            closeOnEscape: false,\r\n            autoOpen: false,\r\n            title: \'Processing\'\r\n        });\r\n        jQuery("#dialog").dialog(\'open\');\r\n\r\n        jQuery("#modifyTableDialog").dialog({\r\n            height: 80,\r\n            minHeight: 80,\r\n            modal: true,\r\n            closeOnEscape: false,\r\n            autoOpen: false,\r\n            title: \'dimension modification dialog open\'\r\n        });\r\n    </script>\r\n    \r\n    <!  header div  >\r\n    <div id="head">\r\n        \r\n\r\n\r\n\r\n\r\n\r\n<script type="text/JavaScript">\r\n    function refresh_language(newLanguage) {\r\n        var cLangName = \'userlanguage\';\r\n        var expDays = 90;\r\n        var exp = new Date();\r\n        exp.setTime(exp.getTime() + (expDays * 24 * 60 * 60 * 1000));\r\n        expirationDate = exp.toGMTString();\r\n        var newCookies = cLangName + \'=\' + newLanguage + \'; expires=\' + expirationDate;\r\n        document.cookie = newCookies;\r\n        location.reload(true);\r\n    }\r\n</script>\r\n\r\n\r\n\r\n\r\n\r\n<div id="eurostatDiv">\r\n\t<div id="eurostatLogoDiv" class="Bodyid1116533siteid0">\r\n\t\t<img src="https://appsso.eurostat.ec.europa.eu/nui/images/ext_site5_header.png" alt="Eurostat" border="2" /><br />\r\n\t</div>\r\n\t<div id="eurostatLegalNoticeDiv" style="text-align: right;">\r\n\t\t\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<script defer src="//europa.eu/webtools/load.js" type="text/javascript"></script>\r\n<script type="application/json">\r\n{\r\n\t"utility" : "piwik", \r\n\t"siteID" : 229, \r\n\t"sitePath" : ["appsso.eurostat.ec.europa.eu\\/nui"], \r\n\t"lang" : "en", \r\n\t"siteSection" : "data explorer"\r\n}\r\n</script>\r\n\r\n\r\n<div style="float:right; text-align:right;">\r\n\t<a id="eurostatLegalNoticeLink" href="http://ec.europa.eu/geninfo/legal_notices_en.htm" target="_blank">Important legal notice</a>\r\n\t<div id="nuiVersionSpan">v3.6.2-20200506-bdabf-ESTAT_LINUX_PROD</div>\r\n\t <div id="nuiIntstanceId" style = "text-align:center;">DATA-EXPLORER_PRODmanaged21</div>\r\n</div>\r\n\t</div>\r\n</div>\r\n\r\n\r\n    </div>\r\n\r\n    <!  tabs div  >\r\n    <div id="tabsdiv">\r\n        \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/header.css"/>\r\n\r\n<! [if IE 6]>\r\n<style>\r\n#nav ul.left li.selected a{\r\n    color: white;\r\n    background-color: #0199CB;\r\n}\r\n#nav ul{\r\n    top:3px;\r\n}\r\n</style>\r\n<![endif] >\r\n\r\n<script type="text/javascript">\r\n    function callBack(action, dimension, displayMode) {\r\n        parent.left.ModifyTable_changeParams(action, dimension, \'_parent\', displayMode);\r\n    }\r\n\r\n    function UpdateSelectionInfo() {\r\n        try {\r\n            if (parent.left.ModifyTable.findUserChanges() == false) {\r\n                popup.show(\'selectedCodes\');\r\n                return true;\r\n            }\r\n        } catch (e) {\r\n        }\r\n        return false;\r\n    }\r\n\r\n    function openInformationWindow(prefix) {\r\n        var windowHeight = 280;\r\n        var windowWidth = 525;\r\n        var location = "http://ec.europa.eu/eurostat/estat-navtree-portlet-prod/NodeInfoServices?lang=en&code=sts_inpr_m";\r\n        return window.open(location, \'Information\'+prefix, \'height=\' + windowHeight + \',width=\' + windowWidth +\',location=no,status=no\');\r\n    }\r\n</script>\r\n<div id="nav">\r\n    <ul class="right">\r\n        <li class="metadata">\r\n            \r\n                \r\n                    \r\n                        \r\n                        \r\n                            <a target="_blank" href="http://ec.europa.eu/eurostat/cache/metadata/en/sts_esms.htm">\r\n                                Explanatory texts (metadata)\r\n                            </a>\r\n                        \r\n                    \r\n                \r\n                \r\n            \r\n        </li>\r\n        <li class="information">\r\n            \r\n                \r\n                    <a target="_blank"\r\n                       onclick="if(UpdateSelectionInfo())return false; var w=openInformationWindow(\'_3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_\');w.focus();false;">\r\n                        Information\r\n                    </a>\r\n                \r\n                \r\n            \r\n        </li>\r\n        <li class="download">\r\n            <a target="_top" onclick="if(UpdateSelectionInfo())return false;"\r\n               href="https://appsso.eurostat.ec.europa.eu/nui/setupDownloads.do?p=3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_">\r\n                Download\r\n            </a>\r\n        </li>\r\n        <li class="preview">\r\n            <a href="#" onclick="javascript:\r\n                    if (UpdateSelectionInfo()==true) {\r\n                        return false;\r\n                    } else {\r\n                    \r\n    \r\n                    \r\n                        window.open(\'/nui/print.do?p=3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_&print=true\',\'PrintPreview_3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_\',\'toolbar=0,menubar=0,location=0,scrollbars=1,resizable=1\');\r\n                    }">\r\n                Preview\r\n            </a>\r\n        </li>\r\n        <li class="bookmark">\r\n            <a target="_top" onclick="if(UpdateSelectionInfo())return false;"\r\n            \r\n               href="https://appsso.eurostat.ec.europa.eu/nui/setupBookmark.do?p=3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_">\r\n                Bookmark\r\n            </a>\r\n        </li>\r\n        <li class="demo">\r\n            <a target="_blank" href="http://ec.europa.eu/eurostat/help/demo-tours">\r\n                Demo\r\n            </a>\r\n        </li>\r\n        <li class="help">\r\n            <a target="_blank"\r\n               href="https://appsso.eurostat.ec.europa.eu/nui/pages/main/demo/demo_en/html/index.html">\r\n                Help\r\n            </a>\r\n        </li>\r\n        \r\n            \r\n            \r\n                <li class="login">\r\n                    <a target="_top" href="https://appsso.eurostat.ec.europa.eu/nui/login.do">Login</a>\r\n                </li>\r\n            \r\n        \r\n    </ul>\r\n</div>\r\n\r\n<div style="clear: both;"></div>\r\n<div id="coloredBar" class="current"></div>\r\n<div style="width: 98%; margin: auto;">\r\n\r\n\r\n\r\n\r\n    \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n       \r\n\r\n  \r\n       \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<link rel="stylesheet" type="text/css" href="https://appsso.eurostat.ec.europa.eu/nui/css/datasetInfo.css;jsessionid=jkU_T-BFvXVQLl6StE_DeyK7S5Wh8g9LZUtov8IIkzWPKw2V58xu!349483206"/>\r\n \r\n\r\n\r\n<div id="dataset_info_dl" style="display: none;">\r\n    <span class="closeBtn" href="#">&nbsp;</span>\r\n\r\n    <p style="text-align: center;">\r\n        Production in industry - monthly data\r\n    </p>\r\n</div>\r\n\r\n<div id="datasetDescription">\r\n    <div class="user_info right_side">\r\n        \r\n    </div>\r\n    <div class="dataset_info">\r\n        <span class="left_side">\r\n            \r\n                \r\n                \r\n                    Production in industry - monthly data\r\n                \r\n            \r\n        </span>\r\n\t\t        \r\n        <span class="right_side">\r\n            [sts_inpr_m]\r\n            <span style="display:none;">prefix: [p=3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_]</span>\r\n        </span>\r\n    </div>\r\n    <div class="subTitle clear">\r\n        <span>\r\n            \r\n        </span>\r\n    </div>\r\n    <div class="shortDescription">\r\n        \r\n        \r\n    </div>\r\n    <div class="update_info">\r\n        <table id="obsoleteCode" style="margin-top: 0px; font-size: 8pt; height: 10px">\r\n\t\t\t<tr>\r\n\t\t\t\t<td style="text-align: justify; width: 200px; margin: 0; ">\r\n\t\t\t\t  Last update:\r\n\t\t\t\t  10-07-2020  \t\t\t\t\t\r\n\t\t\t\t</td>\r\n\t\t\t\t<!  \r\n\t\t\t\tDATAEXPL-826\r\n\t\t\t\t<td  style="white-space: nowrap; vertical-align: top;">\r\n\t\t\t\t\t      \r\n\t\t\t\t</td>\r\n\t\t\t\t >\r\n\t\t\t</tr>\r\n\t\t</table> \r\n    </div>\r\n</div>\r\n\r\n</div>\r\n    </div>\r\n\r\n    <!  contents div  >\r\n    <div id="contents">\r\n        \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n \r\n\r\n\r\n\r\n<style type="text/css">\r\n    html, body { overflow: hidden; }\r\n</style>\r\n\r\n\r\n\r\n<noscript>\r\n    <meta http-equiv="refresh" content="0; URL=https://appsso.eurostat.ec.europa.eu/nui/show.do?p=3762712c-26b4-4038-b072-5ecf073f1b2c-1594495066183_&wai=true&dataset=sts_inpr_m" />\r\n</noscript>\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n    \r\n        \r\n        \r\n    \r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n\r\n<script type="text/javascript">\r\n    var xtCornerColWidth = 112;\r\n    var cornerDivColWidth = 106;\r\n    var COL_WIDTH = 106;\r\n    \r\n    function getContextPath(){\r\n    \treturn \'/nui\';\r\n    }\r\n</script>\r\n\r\n<!  include prototype and Scriptaculous  >\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/prototype.js"></script>\r\n<script language="JavaScript" type="text/javascript"\r\n        src="https://appsso.eurostat.ec.europa.eu/nui/js/scriptaculous/scriptaculous.js?load=effects,dragdrop"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/nuidragndrop.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/labelcodes.js?d=1594495067685"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/footnotes.js?d=1594495067685"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/SDC_ContextMenu.js?d=1594495067685"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/SDC_Core.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/SDC_Table.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/SDC_Dragndrop.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/SDC_Tree.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/resize.js"></script>\r\n<script language="JavaScript" type="text/javascript" src="https://appsso.eurostat.ec.europa.eu/nui/js/tableHover.js"></script>\r\n<script language="JavaScript" type="text/javascript" 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