{"id":940093,"date":"2024-12-26T20:52:54","date_gmt":"2024-12-26T12:52:54","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/940093.html"},"modified":"2024-12-26T20:52:55","modified_gmt":"2024-12-26T12:52:55","slug":"python%e5%a6%82%e4%bd%95%e8%bf%90%e8%a1%8cxlrd","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/940093.html","title":{"rendered":"python\u5982\u4f55\u8fd0\u884cxlrd"},"content":{"rendered":"

\"python\u5982\u4f55\u8fd0\u884cxlrd\"<\/p>\n

\u4e00\u3001\u5982\u4f55\u8fd0\u884cxlrd\uff1a\u5b89\u88c5xlrd\u5e93\u3001\u5bfc\u5165xlrd\u5e93\u3001\u6253\u5f00Excel\u6587\u4ef6\u3001\u8bfb\u53d6\u5de5\u4f5c\u8868\u3001\u83b7\u53d6\u6570\u636e<\/p>\n<\/p>\n

\u8981\u5728Python\u4e2d\u8fd0\u884cxlrd\u5e93\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5xlrd\u5e93\u3001\u5bfc\u5165\u8be5\u5e93\u3001\u4f7f\u7528xlrd\u6253\u5f00Excel\u6587\u4ef6\u3001\u9009\u62e9\u5de5\u4f5c\u8868\u3001\u8bfb\u53d6\u6570\u636e\u3002<\/strong>\u5176\u4e2d\uff0c\u5b89\u88c5\u5e93\u662f\u6700\u57fa\u7840\u7684\u4e00\u6b65\u3002\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u6765\u5b89\u88c5xlrd\u5e93\uff1apip install xlrd<\/code>\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5c31\u53ef\u4ee5\u5728Python\u4ee3\u7801\u4e2d\u5bfc\u5165xlrd\u5e93\uff0c\u5e76\u4f7f\u7528xlrd.open_workbook()<\/code>\u51fd\u6570\u6253\u5f00Excel\u6587\u4ef6\u3002\u63a5\u4e0b\u6765\uff0c\u901a\u8fc7sheet_by_index()<\/code>\u6216sheet_by_name()<\/code>\u65b9\u6cd5\u9009\u62e9\u5de5\u4f5c\u8868\uff0c\u6700\u540e\u4f7f\u7528cell_value()<\/code>\u51fd\u6570\u8bfb\u53d6\u5355\u5143\u683c\u7684\u6570\u636e\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u5b89\u88c5xlrd\u5e93<\/p>\n<\/p>\n

\u5728\u5f00\u59cb\u4f7f\u7528xlrd\u5e93\u4e4b\u524d\uff0c\u5fc5\u987b\u786e\u4fddxlrd\u5e93\u5df2\u7ecf\u5b89\u88c5\u5728\u4f60\u7684Python\u73af\u5883\u4e2d\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u6765\u5b8c\u6210\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

    \n
  1. \n

    \u4f7f\u7528pip\u5b89\u88c5xlrd\u5e93<\/strong>
    \u6253\u5f00\u547d\u4ee4\u884c\u7ec8\u7aef\u6216\u63a7\u5236\u53f0\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u6765\u5b89\u88c5xlrd\u5e93\uff1a<\/p>\n<\/p>\n

    pip install xlrd<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u8fd9\u5c06\u4e0b\u8f7d\u5e76\u5b89\u88c5xlrd\u5e93\u5230\u4f60\u7684Python\u73af\u5883\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n
  2. \n
    \u786e\u8ba4\u5b89\u88c5\u6210\u529f<\/strong>
    \u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u6765\u786e\u8ba4xlrd\u5e93\u662f\u5426\u6210\u529f\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
    pip show xlrd<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5982\u679c\u5b89\u88c5\u6210\u529f\uff0c\u7ec8\u7aef\u4f1a\u663e\u793axlrd\u5e93\u7684\u76f8\u5173\u4fe1\u606f\uff0c\u5982\u7248\u672c\u53f7\u3001\u5b89\u88c5\u4f4d\u7f6e\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e09\u3001\u5bfc\u5165xlrd\u5e93<\/p>\n<\/p>\n
    \u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728\u4f60\u7684Python\u811a\u672c\u4e2d\u5bfc\u5165xlrd\u5e93\u4ee5\u4fbf\u4f7f\u7528\u5176\u529f\u80fd\u3002\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u5bfc\u5165xlrd\u5e93\uff1a<\/p>\n<\/p>\n
    import xlrd<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u786e\u4fdd\u5728\u811a\u672c\u7684\u5f00\u5934\u90e8\u5206\u5bfc\u5165\u5e93\uff0c\u4ee5\u4fbf\u540e\u7eed\u4ee3\u7801\u80fd\u591f\u6b63\u5e38\u8c03\u7528xlrd\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n
    \u56db\u3001\u6253\u5f00Excel\u6587\u4ef6<\/p>\n<\/p>\n
    \u5728\u5bfc\u5165xlrd\u5e93\u4e4b\u540e\uff0c\u4e0b\u4e00\u6b65\u662f\u6253\u5f00\u4f60\u60f3\u8981\u8bfb\u53d6\u7684Excel\u6587\u4ef6\u3002\u53ef\u4ee5\u4f7f\u7528xlrd.open_workbook()<\/code>\u51fd\u6570\u6765\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n
    workbook = xlrd.open_workbook('example.xlsx')<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c'example.xlsx'\u662fExcel\u6587\u4ef6\u7684\u540d\u79f0\u6216\u8def\u5f84\u3002\u786e\u4fdd\u6587\u4ef6\u8def\u5f84\u6b63\u786e\uff0c\u4ee5\u514d\u5f15\u53d1\u9519\u8bef\u3002<\/p>\n<\/p>\n
    \u4e94\u3001\u8bfb\u53d6\u5de5\u4f5c\u8868<\/p>\n<\/p>\n
    \u4e00\u65e6Excel\u6587\u4ef6\u6210\u529f\u6253\u5f00\uff0c\u5c31\u53ef\u4ee5\u9009\u62e9\u7279\u5b9a\u7684\u5de5\u4f5c\u8868\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4e24\u79cd\u65b9\u6cd5\u9009\u62e9\u5de5\u4f5c\u8868\uff1a<\/p>\n<\/p>\n
      \n
    1. \n
      \u901a\u8fc7\u7d22\u5f15\u9009\u62e9\u5de5\u4f5c\u8868<\/strong>  <\/p>\n<\/p>\n
      sheet = workbook.sheet_by_index(0)<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u4e0a\u8ff0\u4ee3\u7801\u9009\u62e9\u7b2c\u4e00\u4e2a\u5de5\u4f5c\u8868\uff08\u7d22\u5f15\u4ece0\u5f00\u59cb\uff09\u3002<\/p>\n<\/p>\n<\/li>\n
    2. \n
      \u901a\u8fc7\u540d\u79f0\u9009\u62e9\u5de5\u4f5c\u8868<\/strong>  <\/p>\n<\/p>\n
      sheet = workbook.sheet_by_name('Sheet1')<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u8fd9\u79cd\u65b9\u6cd5\u901a\u8fc7\u5de5\u4f5c\u8868\u7684\u540d\u79f0\u9009\u62e9\u5de5\u4f5c\u8868\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
      \u516d\u3001\u83b7\u53d6\u6570\u636e<\/p>\n<\/p>\n
      \u9009\u62e9\u5de5\u4f5c\u8868\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528cell_value()<\/code>\u51fd\u6570\u6765\u8bfb\u53d6\u7279\u5b9a\u5355\u5143\u683c\u7684\u6570\u636e\uff1a<\/p>\n<\/p>\n
      data = sheet.cell_value(rowx=0, colx=0)<\/p>\n
      print(data)<\/p>\n
      <\/code><\/pre>\n<\/p>\n
      \u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0crowx=0<\/code>\u548ccolx=0<\/code>\u8868\u793a\u8bfb\u53d6\u5de5\u4f5c\u8868\u4e2d\u7b2c\u4e00\u884c\u7b2c\u4e00\u5217\u7684\u5355\u5143\u683c\u6570\u636e\u3002<\/p>\n<\/p>\n
      \u4e03\u3001\u5904\u7406Excel\u6587\u4ef6\u4e2d\u7684\u6570\u636e<\/p>\n<\/p>\n
      \u5728\u8bfb\u53d6\u6570\u636e\u540e\uff0c\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u5404\u79cd\u5904\u7406\uff0c\u6bd4\u5982\u8ba1\u7b97\u3001\u5206\u6790\u6216\u5c55\u793a\u7ed3\u679c\u3002\u8fd9\u91cc\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u6570\u636e\u5904\u7406\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n
        \n
      1. \n
        \u904d\u5386\u6574\u5f20\u5de5\u4f5c\u8868<\/strong>
        \u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u6765\u904d\u5386\u5de5\u4f5c\u8868\u4e2d\u7684\u6bcf\u4e00\u884c\u6216\u6bcf\u4e00\u5217\uff1a<\/p>\n<\/p>\n
        for row in range(sheet.nrows):<\/p>\n
            for col in range(sheet.ncols):<\/p>\n
                cell_value = sheet.cell_value(rowx=row, colx=col)<\/p>\n
                print(cell_value)<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u9010\u4e2a\u8bbf\u95ee\u6bcf\u4e2a\u5355\u5143\u683c\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<\/li>\n
      2. \n
        \u7edf\u8ba1\u6570\u636e<\/strong>
        \u53ef\u4ee5\u5bf9\u8bfb\u53d6\u7684\u6570\u636e\u8fdb\u884c\u7edf\u8ba1\u5206\u6790\uff0c\u6bd4\u5982\u6c42\u548c\u3001\u8ba1\u7b97\u5e73\u5747\u503c\u7b49\uff1a<\/p>\n<\/p>\n
        total = 0<\/p>\n
        for row in range(1, sheet.nrows):  # \u5047\u8bbe\u7b2c\u4e00\u884c\u4e3a\u6807\u9898<\/p>\n
            total += sheet.cell_value(rowx=row, colx=1)  # \u5047\u8bbe\u7b2c\u4e8c\u5217\u662f\u6570\u503c\u5217<\/p>\n
        average = total \/ (sheet.nrows - 1)<\/p>\n
        print(f"Total: {total}, Average: {average}")<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      3. \n
        \u5904\u7406\u6587\u672c\u6570\u636e<\/strong>
        \u5982\u679c\u5de5\u4f5c\u8868\u4e2d\u5305\u542b\u6587\u672c\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b57\u7b26\u4e32\u64cd\u4f5c\u6765\u5904\u7406\u8fd9\u4e9b\u6570\u636e\uff1a<\/p>\n<\/p>\n
        for row in range(1, sheet.nrows):<\/p>\n
            name = sheet.cell_value(rowx=row, colx=0)  # \u5047\u8bbe\u7b2c\u4e00\u5217\u662f\u59d3\u540d<\/p>\n
            print(f"Name: {name.upper()}")  # \u5c06\u59d3\u540d\u8f6c\u6362\u4e3a\u5927\u5199<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
        \u516b\u3001xlrd\u5e93\u7684\u6ce8\u610f\u4e8b\u9879<\/p>\n<\/p>\n
        \u5728\u4f7f\u7528xlrd\u5e93\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n
          \n
        1. \n
          \u652f\u6301\u7684Excel\u683c\u5f0f<\/strong>
          xlrd\u5e93\u4e3b\u8981\u7528\u4e8e\u8bfb\u53d6Excel 97-2003\u683c\u5f0f\uff08.xls\uff09\u7684\u6587\u4ef6\u3002\u5bf9\u4e8eExcel 2007\u53ca\u66f4\u9ad8\u7248\u672c\uff08.xlsx\uff09\u7684\u6587\u4ef6\uff0c\u5efa\u8bae\u4f7f\u7528openpyxl\u5e93\u3002<\/p>\n<\/p>\n<\/li>\n
        2. \n
          \u7248\u672c\u517c\u5bb9\u6027<\/strong>
          \u786e\u4fdd\u4f7f\u7528\u517c\u5bb9\u7684xlrd\u5e93\u7248\u672c\uff0c\u4ee5\u907f\u514d\u51fa\u73b0\u4e0d\u5fc5\u8981\u7684\u9519\u8bef\u3002<\/p>\n<\/p>\n<\/li>\n
        3. \n
          \u6587\u4ef6\u8def\u5f84\u95ee\u9898<\/strong>
          \u5728\u6253\u5f00Excel\u6587\u4ef6\u65f6\uff0c\u786e\u4fdd\u63d0\u4f9b\u6b63\u786e\u7684\u6587\u4ef6\u8def\u5f84\u3002\u5982\u679c\u6587\u4ef6\u4e0d\u5728\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55\u4e2d\uff0c\u8bf7\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n
          \u4e5d\u3001\u66ff\u4ee3\u65b9\u6848<\/p>\n<\/p>\n
          \u867d\u7136xlrd\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Excel\u8bfb\u53d6\u5e93\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u4f7f\u7528\u5176\u4ed6\u5e93\u6765\u6ee1\u8db3\u7279\u5b9a\u9700\u6c42\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u66ff\u4ee3\u65b9\u6848\uff1a<\/p>\n<\/p>\n
            \n
          1. \n
            openpyxl<\/strong>
            openpyxl\u5e93\u652f\u6301\u8bfb\u53d6\u548c\u5199\u5165Excel 2007\u53ca\u66f4\u9ad8\u7248\u672c\uff08.xlsx\uff09\u7684\u6587\u4ef6\u3002\u5b83\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u529f\u80fd\u548c\u66f4\u597d\u7684\u517c\u5bb9\u6027\uff1a<\/p>\n<\/p>\n
            import openpyxl<\/p>\n
            workbook = openpyxl.load_workbook('example.xlsx')<\/p>\n
            sheet = workbook.active<\/p>\n
            data = sheet['A1'].value<\/p>\n
            print(data)<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          2. \n
            pandas<\/strong>
            pandas\u5e93\u4e0d\u4ec5\u53ef\u4ee5\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u8fd8\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u9ad8\u7ea7\u5206\u6790\u548c\u5904\u7406\uff1a<\/p>\n<\/p>\n
            import pandas as pd<\/p>\n
            df = pd.read_excel('example.xlsx')<\/p>\n
            print(df.head())<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
            \u4ee5\u4e0a\u5c31\u662f\u5173\u4e8e\u5982\u4f55\u5728Python\u4e2d\u8fd0\u884cxlrd\u5e93\u7684\u8be6\u7ec6\u6307\u5357\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u5904\u7406\u5176\u4e2d\u7684\u6570\u636e\u3002\u6839\u636e\u5177\u4f53\u7684\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5b8c\u6210\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n
            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
             \u5982\u4f55\u5b89\u88c5xlrd\u5e93\u4ee5\u4fbf\u5728Python\u4e2d\u4f7f\u7528\uff1f<\/strong>
            \u8981\u4f7f\u7528xlrd\u5e93\uff0c\u60a8\u9700\u8981\u5148\u5b89\u88c5\u5b83\u3002\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884cpip install xlrd<\/code>\u6765\u5b8c\u6210\u5b89\u88c5\u3002\u786e\u4fdd\u60a8\u5df2\u7ecf\u5b89\u88c5\u4e86Python\u548cpip\u5de5\u5177\uff0c\u5b89\u88c5\u6210\u529f\u540e\uff0c\u60a8\u5c31\u53ef\u4ee5\u5728Python\u811a\u672c\u4e2d\u5bfc\u5165xlrd\u5e93\u5e76\u5f00\u59cb\u4f7f\u7528\u4e86\u3002<\/p>\n
            xlrd\u5e93\u53ef\u4ee5\u8bfb\u53d6\u54ea\u4e9b\u7c7b\u578b\u7684Excel\u6587\u4ef6\uff1f<\/strong>
            xlrd\u5e93\u4e3b\u8981\u7528\u4e8e\u8bfb\u53d6.xls\u548c.xlsx\u683c\u5f0f\u7684Excel\u6587\u4ef6\u3002\u867d\u7136\u5b83\u539f\u672c\u662f\u4e3a.xls\u6587\u4ef6\u8bbe\u8ba1\u7684\uff0c\u4f46\u73b0\u5728\u4e5f\u652f\u6301\u8bfb\u53d6.xlsx\u6587\u4ef6\u3002\u4e0d\u8fc7\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0cxlrd\u5728\u7248\u672c2.0.0\u53ca\u4ee5\u540e\u4e0d\u518d\u652f\u6301.xlsx\u683c\u5f0f\uff0c\u5efa\u8bae\u4f7f\u7528\u8f83\u65e9\u7684\u7248\u672c\uff0c\u6216\u8005\u8003\u8651\u4f7f\u7528\u5176\u4ed6\u5e93\u5982openpyxl\u6765\u5904\u7406.xlsx\u6587\u4ef6\u3002<\/p>\n
            \u5728\u4f7f\u7528xlrd\u8bfb\u53d6Excel\u6587\u4ef6\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\uff1f<\/strong>
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