{"id":2175,"date":"2025-05-13T00:00:16","date_gmt":"2025-05-12T16:00:16","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/05\/13\/6%e4%b8%aa-python-%e5%8a%9e%e5%85%ac%e9%bb%91%e7%a7%91%e6%8a%80%ef%bc%8c%e5%b7%a5%e4%bd%9c%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87100%e5%80%8d%ef%bc%81%ef%bc%88%e9%99%84%e4%bb%a3%e7%a0%81%ef%bc%89_python\/"},"modified":"2025-05-13T00:00:16","modified_gmt":"2025-05-12T16:00:16","slug":"6%e4%b8%aa-python-%e5%8a%9e%e5%85%ac%e9%bb%91%e7%a7%91%e6%8a%80%ef%bc%8c%e5%b7%a5%e4%bd%9c%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87100%e5%80%8d%ef%bc%81%ef%bc%88%e9%99%84%e4%bb%a3%e7%a0%81%ef%bc%89_python","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/05\/13\/6%e4%b8%aa-python-%e5%8a%9e%e5%85%ac%e9%bb%91%e7%a7%91%e6%8a%80%ef%bc%8c%e5%b7%a5%e4%bd%9c%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87100%e5%80%8d%ef%bc%81%ef%bc%88%e9%99%84%e4%bb%a3%e7%a0%81%ef%bc%89_python\/","title":{"rendered":"6\u4e2a Python \u529e\u516c\u9ed1\u79d1\u6280\uff0c\u5de5\u4f5c\u6548\u7387\u63d0\u5347100\u500d\uff01\uff08\u9644\u4ee3\u7801\uff09_python\u9ad8\u6548\u529e\u516c"},"content":{"rendered":"<div class=\"article_content clearfix\" id=\"article_content\">\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/kdoc_html_views-1a98987dfd.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/ck_htmledit_views-704d5b9767.css\" rel=\"stylesheet\"\/>\n<div class=\"markdown_views prism-atom-one-dark\" id=\"content_views\">\n  <svg style=\"display: none;\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n   <path d=\"M5,0 0,2.5 5,5z\" id=\"raphael-marker-block\" stroke-linecap=\"round\" style=\"-webkit-tap-highlight-color: rgba(0, 0, 0, 0);\">\n   <\/path>\n  <\/svg><\/p>\n<p>\n   \u4e0b\u73ed\u665a\uff0c\u52a0\u73ed\u4e45\u611f\u89c9\u5df2\u7ecf\u6210\u4e3a\u73b0\u4ee3\u6253\u5de5\u4eba\u7684\u901a\u75c5\uff0c\u6bcf\u5929\u5c06\u5927\u90e8\u5206\u65f6\u95f4\u6d6a\u8d39\u5728\u4e00\u4e9b\u673a\u68b0\uff0c\u91cd\u590d\u7684\u5de5\u4f5c\u4e0a\uff0c\u5982\u4f55\u63d0\u5347\u4f60\u81ea\u5df1\u7684\u5de5\u4f5c\u6548\u7387\u624d\u662f\u5173\u952e\u3002\n  <\/p>\n<p>\n   \u4eca\u5929\u7ed9\u5927\u5bb6\u5206\u4eab6\u4e2a Python \u529e\u516c\u5c0f\u6280\u5de7\uff0c\u8ba9\u4f60\u7684\u5de5\u4f5c\u6548\u7387\u500d\u589e\uff0c<br \/>\n   <strong><br \/>\n    \u6b22\u8fce\u5927\u5bb6\u5b66\u4e60\u6536\u85cf\u3001\u559c\u6b22\u70b9\u8d5e\u652f\u6301\u3002<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u5e9f\u8bdd\u4e0d\u8bf4\uff0c\u8ba9\u6211\u4eec\u5f00\u59cb\u5b66\u4e60\u5427\u3002\n  <\/p>\n<h4>\n   <a id=\"PDF_16\"><br \/>\n   <\/a><br \/>\n   <strong><br \/>\n    \u4e00\u3001\u89e3\u6790PDF\uff08\u7b80\u5386\u5185\u63a8\uff09<br \/>\n   <\/strong><br \/>\n  <\/h4>\n<p>\n   **\u5e94\u7528\u573a\u666f\uff1a**\u7b80\u5386\u5185\u63a8\uff08\u89e3\u6790\u5185\u5bb9\uff1a\u5305\u62ec\u4e0d\u9650\u4e8e\u59d3\u540d\u3001\u90ae\u7bb1\u3001\u7535\u8bdd\u53f7\u7801\u3001\u5b66\u5386\u7b49\u4fe1\u606f\uff09\n  <\/p>\n<p>\n   **\u8f93\u5165\uff1a**\u8981\u89e3\u6790\u7684\u6587\u4ef6\u8def\u5f84\n  <\/p>\n<p>\n   <strong><br \/>\n    \u8f93\u51fa<br \/>\n   <\/strong><br \/>\n   \uff1a\u9700\u8981\u89e3\u6790\u7684\u5185\u5bb9\n  <\/p>\n<p>\n   \u73af\u5883\u51c6\u5907\uff1a<br \/>\n   <strong><br \/>\n    python 3.6 \u3001mac<br \/>\n   <\/strong><br \/>\n   \uff08\u4e0b\u6587\u4e2ddoc\u8f6cdocx\u662fmac\u5199\u6cd5\uff0cwindows\u66f4\u7b80\u5355\uff0c\u5bfc\u5165win32\u7684\u5305\u5373\u53ef\uff09\n  <\/p>\n<p>\n   <strong><br \/>\n    \u4f9d\u8d56\u5305\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<pre><code>from pdfminer.pdfparser import PDFParser\n\nfrom pdfminer.pdfdocument import PDFDocument\n\nfrom pdfminer.pdfpage import PDFPage\n\nfrom pdfminer.pdfinterp import PDFResourceManager\n\nfrom pdfminer.pdfinterp import PDFPageInterpreter\n\nfrom pdfminer.layout import LAParams\n\nfrom pdfminer.converter import PDFPageAggregator\n \ndef pdf\\_reader(file):\n    fp = open(file, \"rb\")\n    # \u521b\u5efa\u4e00\u4e2a\u4e0e\u6587\u6863\u76f8\u5173\u8054\u7684\u89e3\u91ca\u5668\n    parser = PDFParser(fp)\n    # PDF\u6587\u6863\u5bf9\u8c61\n    doc = PDFDocument(parser)\n    # \u94fe\u63a5\u89e3\u91ca\u5668\u548c\u6587\u6863\u5bf9\u8c61\n    parser.set_document(doc)\n    # doc.set\\_paeser(parser)\n    # \u521d\u59cb\u5316\u6587\u6863\n    # doc.initialize(\"\")\n    # \u521b\u5efaPDF\u8d44\u6e90\u7ba1\u7406\u5668\n    resource = PDFResourceManager()\n    # \u53c2\u6570\u5206\u6790\u5668\n    laparam = LAParams()\n    # \u521b\u5efa\u4e00\u4e2a\u805a\u5408\u5668\n    device = PDFPageAggregator(resource, laparams=laparam)\n    # \u521b\u5efaPDF\u9875\u9762\u89e3\u91ca\u5668\n    interpreter = PDFPageInterpreter(resource, device)\n    # \u4f7f\u7528\u6587\u6863\u5bf9\u8c61\u5f97\u5230\u9875\u9762\u96c6\u5408\n    res = ''\n    for page in PDFPage.create_pages(doc):\n        # \u4f7f\u7528\u9875\u9762\u89e3\u91ca\u5668\u6765\u8bfb\u53d6\n        interpreter.process_page(page)\n        # \u4f7f\u7528\u805a\u5408\u5668\u6765\u83b7\u53d6\u5185\u5bb9\n        layout = device.get_result()\n        for out in layout:\n            if hasattr(out, \"get\\_text\"):\n                res = res + '' + out.get_text()\n    return res\n\n<\/code><\/pre>\n<h4>\n   <a id=\"_83\"><br \/>\n   <\/a><br \/>\n   \u4e8c\u3001\u53d1\u9001\u90ae\u4ef6<br \/>\n  <\/h4>\n<p>\n   \u6709\u51e0\u4e2a\u6a21\u5757\u7528\u4e8e\u8bbf\u95ee\u4e92\u8054\u7f51\u4ee5\u53ca\u5904\u7406\u7f51\u7edc\u901a\u4fe1\u534f\u8bae\u3002\u5176\u4e2d\u6700\u7b80\u5355\u7684\u4e24\u4e2a\u662f\u7528\u4e8e\u5904\u7406\u4ece urls \u63a5\u6536\u7684\u6570\u636e\u7684 urllib.request \u4ee5\u53ca\u7528\u4e8e\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u7684 smtplib:\n  <\/p>\n<pre><code>smtpObj = smtplib.SMTP( [host [, port [, local_hostname]]] )\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    \u53c2\u6570\u8bf4\u660e<br \/>\n   <\/strong><br \/>\n   \uff1a\n  <\/p>\n<ul>\n<li>\n    host: SMTP \u670d\u52a1\u5668\u4e3b\u673a\u3002 \u4f60\u53ef\u4ee5\u6307\u5b9a\u4e3b\u673a\u7684ip\u5730\u5740\u6216\u8005\u57df\u540d\u5982:<br \/>\n    <a href=\"\" rel=\"nofollow\"><br \/>\n     http:\/\/runoob.com<br \/>\n    <\/a><br \/>\n    \uff0c\u8fd9\u4e2a\u662f\u53ef\u9009\u53c2\u6570\u3002\n   <\/li>\n<li>\n    port: \u5982\u679c\u4f60\u63d0\u4f9b\u4e86 host \u53c2\u6570, \u4f60\u9700\u8981\u6307\u5b9a SMTP \u670d\u52a1\u4f7f\u7528\u7684\u7aef\u53e3\u53f7\uff0c\u4e00\u822c\u60c5\u51b5\u4e0b SMTP \u7aef\u53e3\u53f7\u4e3a25\u3002\n   <\/li>\n<li>\n    local_hostname: \u5982\u679c SMTP \u5728\u4f60\u7684\u672c\u673a\u4e0a\uff0c\u4f60\u53ea\u9700\u8981\u6307\u5b9a\u670d\u52a1\u5668\u5730\u5740\u4e3a localhost \u5373\u53ef\u3002\n   <\/li>\n<\/ul>\n<p>\n   Python SMTP \u5bf9\u8c61\u4f7f\u7528 sendmail \u65b9\u6cd5\u53d1\u9001\u90ae\u4ef6\uff0c\u8bed\u6cd5\u5982\u4e0b\uff1a\n  <\/p>\n<pre><code>SMTP.sendmail(from_addr, to_addrs, msg[, mail_options, rcpt_options])\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    \u53c2\u6570\u8bf4\u660e<br \/>\n   <\/strong><br \/>\n   \uff1a\n  <\/p>\n<ul>\n<li>\n    from_addr: \u90ae\u4ef6\u53d1\u9001\u8005\u5730\u5740\u3002\n   <\/li>\n<li>\n    to_addrs: \u5b57\u7b26\u4e32\u5217\u8868\uff0c\u90ae\u4ef6\u53d1\u9001\u5730\u5740\u3002\n   <\/li>\n<li>\n    msg: \u53d1\u9001\u6d88\u606f\n   <\/li>\n<\/ul>\n<p>\n   <strong><br \/>\n    \u6848\u4f8b\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<pre><code>from email.mime.text import MIMEText\n\nfrom email.header import Header\n\nsender = 'from@runoob.com'\n\nreceivers = ['1221121@qq.com']  # \u63a5\u6536\u90ae\u4ef6\uff0c\u53ef\u8bbe\u7f6e\u4e3a\u4f60\u7684QQ\u90ae\u7bb1\u6216\u8005\u5176\u4ed6\u90ae\u7bb1\n\n# \u4e09\u4e2a\u53c2\u6570\uff1a\u7b2c\u4e00\u4e2a\u4e3a\u6587\u672c\u5185\u5bb9\uff0c\u7b2c\u4e8c\u4e2a plain \u8bbe\u7f6e\u6587\u672c\u683c\u5f0f\uff0c\u7b2c\u4e09\u4e2a utf-8 \u8bbe\u7f6e\u7f16\u7801\n\nmessage = MIMEText('Python \u90ae\u4ef6\u53d1\u9001\u6d4b\u8bd5...', 'plain', 'utf-8')\n\nmessage['From'] = Header(\"\u4e0d\u5403\u897f\u7ea2\u67ff\", 'utf-8')   # \u53d1\u9001\u8005\n\nmessage['To'] =  Header(\"\u6d4b\u8bd5\", 'utf-8')        # \u63a5\u6536\u8005\n\nsubject = 'Python SMTP \u90ae\u4ef6\u6d4b\u8bd5'\n\nmessage['Subject'] = Header(subject, 'utf-8')\n\n    smtpObj = smtplib.SMTP('localhost')\n\n    smtpObj.sendmail(sender, receivers, message.as_string())\n\nexcept smtplib.SMTPException:\n\n    print \"Error: \u65e0\u6cd5\u53d1\u9001\u90ae\u4ef6\"\n\n<\/code><\/pre>\n<h4>\n   <a id=\"execl_155\"><br \/>\n   <\/a><br \/>\n   \u4e09\u3001\u64cd\u4f5cexecl<br \/>\n  <\/h4>\n<p>\n   <strong><br \/>\n    1. \u5173\u8054\u516c\u5f0f:Vlookup<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   vlookup\u662fexcel\u51e0\u4e4e\u6700\u5e38\u7528\u7684\u516c\u5f0f\uff0c\u4e00\u822c\u7528\u4e8e\u4e24\u4e2a\u8868\u7684\u5173\u8054\u67e5\u8be2\u7b49\u3002\u6240\u4ee5\u6211\u5148\u628a\u8fd9\u5f20\u8868\u5206\u4e3a\u4e24\u4e2a\u8868\u3002\n  <\/p>\n<pre><code>df1[\"\u8ba2\u5355\u660e\u7ec6\u53f7\"].duplicated().value_counts()\n\ndf2[\"\u8ba2\u5355\u660e\u7ec6\u53f7\"].duplicated().value_counts()\n\ndf_c=pd.merge(df1,df2,on=\"\u8ba2\u5355\u660e\u7ec6\u53f7\",how=\"left\")\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    2. \u6570\u636e\u900f\u89c6\u8868<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u60f3\u77e5\u9053\u6bcf\u4e2a\u5730\u533a\u7684\u4e1a\u52a1\u5458\u5206\u522b\u8d5a\u53d6\u7684\u5229\u6da6\u603b\u548c\u4e0e\u5229\u6da6\u5e73\u5747\u6570\u3002\n  <\/p>\n<pre><code>pd.pivot_table(sale,index=\"\u5730\u533a\u540d\u79f0\",columns=\"\u4e1a\u52a1\u5458\u540d\u79f0\",values=\"\u5229\u6da6\",aggfunc=[np.sum,np.mean])\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    3. \u5bf9\u6bd4\u4e24\u5217\u5dee\u5f02<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u6bd4\u8f83\u8ba2\u5355\u660e\u7ec6\u53f7\u4e0e\u8ba2\u5355\u660e\u7ec6\u53f72\u7684\u5dee\u5f02\u5e76\u663e\u793a\u51fa\u6765\u3002\n  <\/p>\n<pre><code>sale[\"\u8ba2\u5355\u660e\u7ec6\u53f72\"]=sale[\"\u8ba2\u5355\u660e\u7ec6\u53f7\"]\n\nsale[\"\u8ba2\u5355\u660e\u7ec6\u53f72\"][1:10]=sale[\"\u8ba2\u5355\u660e\u7ec6\u53f72\"][1:10]+1\n\nresult=sale.loc[sale[\"\u8ba2\u5355\u660e\u7ec6\u53f7\"].isin(sale[\"\u8ba2\u5355\u660e\u7ec6\u53f72\"])==False]\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    4. \u53bb\u9664\u91cd\u590d\u503c<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u53bb\u9664\u4e1a\u52a1\u5458\u7f16\u7801\u7684\u91cd\u590d\u503c\n  <\/p>\n<pre><code>sale.drop_duplicates(\"\u4e1a\u52a1\u5458\u7f16\u7801\",inplace=True)\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    5. \u7f3a\u5931\u503c\u5904\u7406<br \/>\n   <\/strong>\n  <\/p>\n<pre><code>sale[\"\u5ba2\u6237\u540d\u79f0\"]=sale[\"\u5ba2\u6237\u540d\u79f0\"].fillna(0)\n\nsale.dropna(subset=[\"\u5ba2\u6237\u7f16\u7801\"])\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    6. \u591a\u6761\u4ef6\u7b5b\u9009<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u60f3\u77e5\u9053\u4e1a\u52a1\u5458\u5f20\u7231\uff0c\u5728\u5317\u4eac\u533a\u57df\u5356\u7684\u5546\u54c1\u8ba2\u5355\u91d1\u989d\u5927\u4e8e6000\u7684\u4fe1\u606f\u3002\n  <\/p>\n<pre><code>sale.loc[(sale[\"\u5730\u533a\u540d\u79f0\"]==\"\u5317\u4eac\")&amp;(sale[\"\u4e1a\u52a1\u5458\u540d\u79f0\"]==\"\u5f20\u7231\")&amp;(sale[\"\u8ba2\u5355\u91d1\u989d\"]&gt;5000)]\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    7. \u6a21\u7cca\u7b5b\u9009\u6570\u636e<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42:\u7b5b\u9009\u5b58\u8d27\u540d\u79f0\u542b\u6709&#8221;\u4e09\u661f&#8221;\u6216\u5219\u542b\u6709&#8221;\u7d22\u5c3c&#8221;\u7684\u4fe1\u606f\u3002\n  <\/p>\n<pre><code>sale.loc[sale[\"\u5b58\u8d27\u540d\u79f0\"].str.contains(\"\u4e09\u661f|\u7d22\u5c3c\")]\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    8. \u5206\u7c7b\u6c47\u603b<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42: \u5317\u4eac\u533a\u57df\u5404\u4e1a\u52a1\u5458\u7684\u5229\u6da6\u603b\u989d\u3002\n  <\/p>\n<pre><code>sale.groupby([\"\u5730\u533a\u540d\u79f0\",\"\u4e1a\u52a1\u5458\u540d\u79f0\"])[\"\u5229\u6da6\"].sum()\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    9. \u6761\u4ef6\u8ba1\u7b97<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u5b58\u8d27\u540d\u79f0\u542b\u201c\u4e09\u661f\u5b57\u773c\u201d\u5e76\u4e14\u7a0e\u8d39\u9ad8\u4e8e1000\u7684\u8ba2\u5355\u6709\u51e0\u4e2a\uff1f\u8fd9\u4e9b\u8ba2\u5355\u7684\u5229\u6da6\u603b\u548c\u548c\u5e73\u5747\u5229\u6da6\u662f\u591a\u5c11\uff1f\uff08\u6216\u8005\u6700\u5c0f\u503c\uff0c\u6700\u5927\u503c\uff0c\u56db\u5206\u4f4d\u6570\uff0c\u6807\u6ce8\u5dee\uff09\n  <\/p>\n<pre><code>sale.loc[sale[\"\u5b58\u8d27\u540d\u79f0\"].str.contains(\"\u4e09\u661f\")&amp;(sale[\"\u7a0e\u8d39\"]&gt;=1000)][[\"\u8ba2\u5355\u660e\u7ec6\u53f7\",\"\u5229\u6da6\"]].describe()\n\n<\/code><\/pre>\n<p>\n   <strong><br \/>\n    10. \u5220\u9664\u6570\u636e\u95f4\u7684\u7a7a\u683c<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9700\u6c42\uff1a\u5220\u9664\u5b58\u8d27\u540d\u79f0\u4e24\u8fb9\u7684\u7a7a\u683c\u3002\n  <\/p>\n<pre><code>sale[\"\u5b58\u8d27\u540d\u79f0\"].map(lambda s :s.strip(\"\"))\n\n<\/code><\/pre>\n<h4>\n   <a id=\"_285\"><br \/>\n   <\/a><br \/>\n   \u56db\u3001\u753b\u56fe\u5206\u6790<br \/>\n  <\/h4>\n<p>\n   <strong><br \/>\n    \u82f1\u96c4\u8054\u76df\u9632\u5fa1\u529b\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   \u9632\u5fa1\u80fd\u529b\u6700\u4f4e\u7684\u82f1\u96c4\uff081\u7ea7\uff09\uff1a \u6697\u591c\u730e\u624b,\u9b54\u6cd5\u732b\u54aa,\u4e07\u82b1\u901a\u7075 \u9632\u5fa1\u80fd\u529b\u6700\u9ad8\u7684\u82f1\u96c4\uff0810\u7ea7\uff09\uff1a \u6b63\u4e49\u5de8\u50cf,\u62ab\u7532\u9f99\u9f9f\n  <\/p>\n<\/p>\n<p>\n   <strong><br \/>\n    \u5b89\u59ae\u3001\u5361\u5c14\u739b\u80fd\u529b\u77e9\u9635\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<\/p>\n<p>\n   <strong><br \/>\n    \u4ee3\u7801\u793a\u4f8b\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<pre><code>from pyecharts.charts import Pie\n\nfrom pyecharts import options as opts\n\nfrom pyecharts.charts import Radar\n\n    from pyecharts.charts import Radar\n\n    # \/\/\u7531\u4e8e\u96f7\u8fbe\u56fe\u4f20\u5165\u7684\u6570\u636e\u5f97\u4e3a\u591a\u7ef4\u6570\u636e\uff0c\u6240\u4ee5\u8fd9\u91cc\u9700\u8981\u505a\u4e00\u4e0b\u5904\u7406\n\n    radar_data = [[10, 10, 10, 10, 10]]\n\n    radar_data1 = [[2, 10, 3, 6, 3]]\n\n    radar_data2 = [[1, 8, 7, 5, 8]]\n\n    # \/\/\u8bbe\u7f6ecolumn\u7684\u6700\u5927\u503c\uff0c\u4e3a\u4e86\u96f7\u8fbe\u56fe\u66f4\u4e3a\u76f4\u89c2\uff0c\u8fd9\u91cc\u7684\u6708\u4efd\u6700\u5927\u503c\u8bbe\u7f6e\u6709\u6240\u4e0d\u540c\n\n        (\"\u7269\u7406\", 100), (\"\u9b54\u6cd5\", 10), (\"\u9632\u5fa1\", 10),(\"\u96be\u5ea6\", 10),(\"\u559c\u597d\", 10)\n\n    radar.add_schema(schema)\n\n    radar.add(\"\u6ee1\u5206\", radar_data)\n\n    # \/\/\u4e00\u822c\u9ed8\u8ba4\u4e3a\u540c\u4e00\u79cd\u989c\u8272\uff0c\u8fd9\u91cc\u4e3a\u4e86\u4fbf\u4e8e\u533a\u5206\uff0c\u9700\u8981\u8bbe\u7f6eitem\u7684\u989c\u8272\n\n    radar.add(\"\u5b89\u59ae\", radar_data1, color=\"#E37911\")\n\n    radar.add(\"\u5361\u5c14\u739b\", radar_data2, color=\"#1C86EE\")\n\nif __name__ == '\\_\\_main\\_\\_':\n\n<\/code><\/pre>\n<h4>\n   <a id=\"worddocxdoc_342\"><br \/>\n   <\/a><br \/>\n   \u4e94\u3001\u89e3\u6790word\uff08docx\u3001doc\uff09<br \/>\n  <\/h4>\n<p>\n   <strong><br \/>\n    \u4f9d\u8d56\u5305\uff1a<br \/>\n   <\/strong>\n  <\/p>\n<pre><code>        if 'docx' in file:\n\n            f = docx.Document(file)\n\n            for para in f.paragraphs:\n\n                res = res + '\\n' +para.text\n\n            # \u5148\u8f6c\u683c\u5f0fdoc&gt;docx\n\n            os.system(\"textutil -convert docx '%s'\"%file)\n\n            word_reader(file+'x')\n\n            f = docx.Document(file+'x')\n\n            for para in f.paragraphs:\n\n                res = res + '\\n' +para.text\n\n        # print(file, 'read failed')\n\n<\/code><\/pre>\n<h4>\n   <a id=\"_374\"><br \/>\n   <\/a><br \/>\n   \u516d\u3001\u8ba1\u7b97\u5668<br \/>\n  <\/h4>\n<p>\n   math\u6a21\u5757\u4e3a\u6d6e\u70b9\u8fd0\u7b97\u63d0\u4f9b\u4e86\u5bf9\u5e95\u5c42\u51fd\u6570\u5e93\u7684\u8bbf\u95ee:\n  <\/p>\n<pre><code>&gt;&gt;&gt; math.cos(math.pi \/ 4)\n\n<\/code><\/pre>\n<h5>\n   <a id=\"_386\"><br \/>\n   <\/a><br \/>\n   \u540e\u7eed\u4f1a\u9646\u9646\u7eed\u7eed\u8865\u4e0a\u4e00\u4e9b\u5176\u5b83\u6709\u8da3\u7684\u529e\u516c\u81ea\u52a8\u5316\u6280\u5de7<br \/>\n  <\/h5>\n<p>\n   <strong><br \/>\n    \u5728\u5b66\u4e60python\u4e2d\u6709\u4efb\u4f55\u56f0\u96be\u4e0d\u61c2\u7684\u53ef\u4ee5\u5fae\u4fe1\u626b\u63cf\u4e0b\u65b9CSDN\u5b98\u65b9\u8ba4\u8bc1\u4e8c\u7ef4\u7801\u52a0\u5165python\u4ea4\u6d41\u5b66\u4e60\uff0c\u591a\u591a\u4ea4\u6d41\u95ee\u9898\uff0c\u4e92\u5e2e\u4e92\u52a9\uff0c\u8fd9\u91cc\u6709\u4e0d\u9519\u7684\u5b66\u4e60\u6559\u7a0b\u548c\u5f00\u53d1\u5de5\u5177\u3002<br \/>\n   <\/strong><br \/>\n   <br \/>\n   \uff08\u8fd9\u91cc\u6bcf\u5929\u90fd\u4f1a\u4e0d\u5b9a\u65f6\u66f4\u65b0python\u4e0d\u540c\u9898\u578b\u548c\u6559\u7a0b\uff0c\u5e0c\u671b\u5927\u5bb6\u4e00\u8d77\u5b66\u4e60\uff0c\u4e00\u8d77\u8fdb\u6b65\uff09\n  <\/p>\n<blockquote>\n<p>\n    \ud83d\udc49<br \/>\n    <a href=\"\" rel=\"nofollow\"><br \/>\n     [[CSDN\u5927\u793c\u5305\uff1a\u300apython\u5b89\u88c5\u5305&amp;\u5168\u5957\u5b66\u4e60\u8d44\u6599\u300b\u514d\u8d39\u5206\u4eab]]<br \/>\n    <\/a><br \/>\n    \uff08<br \/>\n    <strong><br \/>\n     \u5b89\u5168\u94fe\u63a5\uff0c\u653e\u5fc3\u70b9\u51fb<br \/>\n    <\/strong><br \/>\n    \uff09\n   <\/p>\n<\/blockquote>\n<h5>\n   <a id=\"Python_406\"><br \/>\n   <\/a><br \/>\n   Python\u5b66\u4e60\u5927\u7eb2<br \/>\n  <\/h5>\n<p>\n   Python\u6240\u6709\u65b9\u5411\u7684\u6280\u672f\u70b9\u505a\u7684\u6574\u7406\uff0c\u5f62\u6210\u5404\u4e2a\u9886\u57df\u7684\u77e5\u8bc6\u70b9\u6c47\u603b\uff0c\u5b83\u7684\u7528\u5904\u5c31\u5728\u4e8e\uff0c\u4f60\u53ef\u4ee5\u6309\u7167\u4e0a\u9762\u7684\u77e5\u8bc6\u70b9\u53bb\u627e\u5bf9\u5e94\u7684\u5b66\u4e60\u8d44\u6e90\uff0c\u4fdd\u8bc1\u81ea\u5df1\u5b66\u5f97\u8f83\u4e3a\u5168\u9762\u3002<br \/>\n   \n  <\/p>\n<h5>\n   <a id=\"_413\"><br \/>\n   <\/a><br \/>\n   \u5165\u95e8\u5b66\u4e60\u89c6\u9891<br \/>\n  <\/h5>\n<\/p>\n<h5>\n   <a id=\"Python_419\"><br \/>\n   <\/a><br \/>\n   Python\u5b9e\u6218\u6848\u4f8b<br \/>\n  <\/h5>\n<p>\n   \u5149\u5b66\u7406\u8bba\u662f\u6ca1\u7528\u7684\uff0c\u8981\u5b66\u4f1a\u8ddf\u7740\u4e00\u8d77\u6572\uff0c\u8981\u52a8\u624b\u5b9e\u64cd\uff0c\u624d\u80fd\u5c06\u81ea\u5df1\u7684\u6240\u5b66\u8fd0\u7528\u5230\u5b9e\u9645\u5f53\u4e2d\u53bb\uff0c\u8fd9\u65f6\u5019\u53ef\u4ee5\u641e\u70b9\u5b9e\u6218\u6848\u4f8b\u6765\u5b66\u4e60\u3002<br \/>\n   \n  <\/p>\n<h4>\n   <a id=\"Python_431\"><br \/>\n   <\/a><br \/>\n   \u4e00\u3001Python\u6240\u6709\u65b9\u5411\u7684\u5b66\u4e60\u8def\u7ebf<br \/>\n  <\/h4>\n<p>\n   Python\u6240\u6709\u65b9\u5411\u8def\u7ebf\u5c31\u662f\u628aPython\u5e38\u7528\u7684\u6280\u672f\u70b9\u505a\u6574\u7406\uff0c\u5f62\u6210\u5404\u4e2a\u9886\u57df\u7684\u77e5\u8bc6\u70b9\u6c47\u603b\uff0c\u5b83\u7684\u7528\u5904\u5c31\u5728\u4e8e\uff0c\u4f60\u53ef\u4ee5\u6309\u7167\u4e0a\u9762\u7684\u77e5\u8bc6\u70b9\u53bb\u627e\u5bf9\u5e94\u7684\u5b66\u4e60\u8d44\u6e90\uff0c\u4fdd\u8bc1\u81ea\u5df1\u5b66\u5f97\u8f83\u4e3a\u5168\u9762\u3002\n  <\/p>\n<\/p>\n<h4>\n   <a id=\"_441\"><br \/>\n   <\/a><br \/>\n   \u4e8c\u3001\u5b66\u4e60\u8f6f\u4ef6<br \/>\n  <\/h4>\n<p>\n   \u5de5\u6b32\u5584\u5176\u4e8b\u5fc5\u5148\u5229\u5176\u5668\u3002\u5b66\u4e60Python\u5e38\u7528\u7684\u5f00\u53d1\u8f6f\u4ef6\u90fd\u5728\u8fd9\u91cc\u4e86\uff0c\u7ed9\u5927\u5bb6\u8282\u7701\u4e86\u5f88\u591a\u65f6\u95f4\u3002\n  <\/p>\n<\/p>\n<h4>\n   <a id=\"_451\"><br \/>\n   <\/a><br \/>\n   \u4e09\u3001\u5165\u95e8\u5b66\u4e60\u89c6\u9891<br \/>\n  <\/h4>\n<p>\n   \u6211\u4eec\u5728\u770b\u89c6\u9891\u5b66\u4e60\u7684\u65f6\u5019\uff0c\u4e0d\u80fd\u5149\u52a8\u773c\u52a8\u8111\u4e0d\u52a8\u624b\uff0c\u6bd4\u8f83\u79d1\u5b66\u7684\u5b66\u4e60\u65b9\u6cd5\u662f\u5728\u7406\u89e3\u4e4b\u540e\u8fd0\u7528\u5b83\u4eec\uff0c\u8fd9\u65f6\u5019\u7ec3\u624b\u9879\u76ee\u5c31\u5f88\u9002\u5408\u4e86\u3002\n  <\/p>\n<\/p>\n<p>\n   <strong><br \/>\n    \u7f51\u4e0a\u5b66\u4e60\u8d44\u6599\u4e00\u5927\u5806\uff0c\u4f46\u5982\u679c\u5b66\u5230\u7684\u77e5\u8bc6\u4e0d\u6210\u4f53\u7cfb\uff0c\u9047\u5230\u95ee\u9898\u65f6\u53ea\u662f\u6d45\u5c1d\u8f84\u6b62\uff0c\u4e0d\u518d\u6df1\u5165\u7814\u7a76\uff0c\u90a3\u4e48\u5f88\u96be\u505a\u5230\u771f\u6b63\u7684\u6280\u672f\u63d0\u5347\u3002<br \/>\n   <\/strong>\n  <\/p>\n<p>\n   <strong><br \/>\n    <a href=\"https:\/\/bbs.csdn.net\/topics\/618317507\"><br \/>\n     \u9700\u8981\u8fd9\u4efd\u7cfb\u7edf\u5316\u5b66\u4e60\u8d44\u6599\u7684\u670b\u53cb\uff0c\u53ef\u4ee5\u6233\u8fd9\u91cc\u65e0\u507f\u83b7\u53d6<br \/>\n    <\/a><br \/>\n   <\/strong>\n  <\/p>\n<p>\n   <strong><br \/>\n    \u4e00\u4e2a\u4eba\u53ef\u4ee5\u8d70\u7684\u5f88\u5feb\uff0c\u4f46\u4e00\u7fa4\u4eba\u624d\u80fd\u8d70\u7684\u66f4\u8fdc\uff01\u4e0d\u8bba\u4f60\u662f\u6b63\u4ece\u4e8bIT\u884c\u4e1a\u7684\u8001\u9e1f\u6216\u662f\u5bf9IT\u884c\u4e1a\u611f\u5174\u8da3\u7684\u65b0\u4eba\uff0c\u90fd\u6b22\u8fce\u52a0\u5165\u6211\u4eec\u7684\u7684\u5708\u5b50\uff08\u6280\u672f\u4ea4\u6d41\u3001\u5b66\u4e60\u8d44\u6e90\u3001\u804c\u573a\u5410\u69fd\u3001\u5927\u5382\u5185\u63a8\u3001\u9762\u8bd5\u8f85\u5bfc\uff09\uff0c\u8ba9\u6211\u4eec\u4e00\u8d77\u5b66\u4e60\u6210\u957f\uff01<br \/>\n   <\/strong>\n  <\/p>\n<\/p><\/div>\n<link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/editerView\/markdown_views-a5d25dd831.css\" rel=\"stylesheet\"\/>\n <link href=\"https:\/\/csdnimg.cn\/release\/blogv2\/dist\/mdeditor\/css\/style-e504d6a974.css\" 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