{"id":1081757,"date":"2025-01-08T12:42:28","date_gmt":"2025-01-08T04:42:28","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1081757.html"},"modified":"2025-01-08T12:42:30","modified_gmt":"2025-01-08T04:42:30","slug":"python%e5%a6%82%e4%bd%95%e6%89%93%e5%bc%80%e4%b8%80%e4%b8%aaexcel-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1081757.html","title":{"rendered":"python\u5982\u4f55\u6253\u5f00\u4e00\u4e2aexcel"},"content":{"rendered":"

\"python\u5982\u4f55\u6253\u5f00\u4e00\u4e2aexcel\"<\/p>\n

Python\u5982\u4f55\u6253\u5f00\u4e00\u4e2aExcel\u6587\u4ef6<\/strong>\uff1a\u4f7f\u7528pandas\u5e93\u3001\u4f7f\u7528openpyxl\u5e93\u3001\u4f7f\u7528xlrd\u5e93\u3001\u4f7f\u7528pyxlsb\u5e93\u3001\u4f7f\u7528xlwings\u5e93\u3002\u63a8\u8350\u4f7f\u7528pandas\u5e93\uff0c\u56e0\u4e3a\u5b83\u529f\u80fd\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\u3002<\/strong><\/p>\n<\/p>\n

\u4f7f\u7528pandas\u5e93\u6253\u5f00\u4e00\u4e2aExcel\u6587\u4ef6\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u51e0\u884c\u4ee3\u7801\u3002\u9996\u5148\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86pandas\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528pip install pandas<\/code>\u8fdb\u884c\u5b89\u88c5\u3002\u7136\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528pd.read_excel<\/code>\u65b9\u6cd5\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aDataFrame\u683c\u5f0f\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff1a<\/p>\n<\/p>\n

import pandas as pd<\/p>\n
\u8bfb\u53d6Excel\u6587\u4ef6<\/strong><\/h2>\n
df = pd.read_excel('example.xlsx')<\/p>\n
\u663e\u793a\u524d\u4e94\u884c\u6570\u636e<\/strong><\/h2>\n
print(df.head())<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4ee5\u4e0a\u4ee3\u7801\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528pandas\u5e93\u6253\u5f00\u5e76\u8bfb\u53d6\u4e00\u4e2aExcel\u6587\u4ef6\u3002\u5728\u540e\u7eed\u7684\u6bb5\u843d\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4ed6\u65b9\u6cd5\u4ee5\u53ca\u4e00\u4e9b\u9ad8\u7ea7\u7528\u6cd5\u3002<\/p>\n<\/p>\n
\u4e00\u3001\u4f7f\u7528pandas\u5e93<\/p>\n<\/p>\n
pandas\u5e93\u662fPython\u4e2d\u6700\u5e38\u7528\u7684\u6570\u636e\u5904\u7406\u5e93\u4e4b\u4e00\uff0c\u80fd\u591f\u8f7b\u677e\u5730\u5904\u7406Excel\u6587\u4ef6\u3002\u5b83\u4e0d\u4ec5\u652f\u6301\u8bfb\u53d6\u548c\u5199\u5165Excel\u6587\u4ef6\uff0c\u8fd8\u652f\u6301\u5404\u79cd\u6570\u636e\u64cd\u4f5c\uff0c\u5982\u7b5b\u9009\u3001\u6392\u5e8f\u3001\u5206\u7ec4\u7b49\u3002\u4f7f\u7528pandas\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
    \n
  1. \u5b89\u88c5pandas\u5e93\uff1a<\/li>\n<\/ol>\n
    pip install pandas<\/p>\n
    <\/code><\/pre>\n<\/p>\n
      \n
    1. \u4f7f\u7528pandas\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n
      import pandas as pd<\/p>\n
      \u8bfb\u53d6Excel\u6587\u4ef6\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aDataFrame<\/strong><\/h2>\n
      df = pd.read_excel('example.xlsx')<\/p>\n
      \u663e\u793a\u524d\u4e94\u884c\u6570\u636e<\/strong><\/h2>\n
      print(df.head())<\/p>\n
      <\/code><\/pre>\n<\/p>\n
        \n
      1. \u5bf9\u8bfb\u53d6\u7684\u6570\u636e\u8fdb\u884c\u64cd\u4f5c\uff1a<\/li>\n<\/ol>\n
        # \u7b5b\u9009\u6570\u636e<\/p>\n
        filtered_df = df[df['column_name'] > 50]<\/p>\n
        \u6392\u5e8f\u6570\u636e<\/strong><\/h2>\n
        sorted_df = df.sort_values(by='column_name')<\/p>\n
        \u5206\u7ec4\u6570\u636e<\/strong><\/h2>\n
        grouped_df = df.groupby('column_name').mean()<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u4f7f\u7528pandas\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u529f\u80fd\u548c\u7b80\u6d01\u7684\u4ee3\u7801\u8bed\u6cd5\uff0c\u975e\u5e38\u9002\u5408\u5927\u591a\u6570\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n
        \u4e8c\u3001\u4f7f\u7528openpyxl\u5e93<\/p>\n<\/p>\n
        openpyxl\u5e93\u662f\u4e00\u4e2a\u7528\u4e8e\u8bfb\u5199Excel 2010 xlsx\/xlsm\/xltx\/xltm\u6587\u4ef6\u7684Python\u5e93\u3002\u5b83\u63d0\u4f9b\u4e86\u5bf9Excel\u6587\u4ef6\u7684\u5b8c\u5168\u63a7\u5236\uff0c\u53ef\u4ee5\u8bfb\u53d6\u548c\u4fee\u6539\u73b0\u6709\u7684Excel\u6587\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u521b\u5efa\u65b0\u7684Excel\u6587\u4ef6\u3002\u4f7f\u7528openpyxl\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
          \n
        1. \u5b89\u88c5openpyxl\u5e93\uff1a<\/li>\n<\/ol>\n
          pip install openpyxl<\/p>\n
          <\/code><\/pre>\n<\/p>\n
            \n
          1. \u4f7f\u7528openpyxl\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n
            from openpyxl import load_workbook<\/p>\n
            \u6253\u5f00Excel\u6587\u4ef6<\/strong><\/h2>\n
            workbook = load_workbook('example.xlsx')<\/p>\n
            \u83b7\u53d6\u5de5\u4f5c\u8868<\/strong><\/h2>\n
            sheet = workbook.active<\/p>\n
            \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n
            data = sheet['A1'].value<\/p>\n
            print(data)<\/p>\n
            <\/code><\/pre>\n<\/p>\n
              \n
            1. \u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u64cd\u4f5c\uff1a<\/li>\n<\/ol>\n
              # \u4fee\u6539\u5355\u5143\u683c\u6570\u636e<\/p>\n
              sheet['A1'].value = 'New Value'<\/p>\n
              \u4fdd\u5b58\u4fee\u6539\u540e\u7684Excel\u6587\u4ef6<\/strong><\/h2>\n
              workbook.save('example_modified.xlsx')<\/p>\n
              <\/code><\/pre>\n<\/p>\n
              openpyxl\u5e93\u9002\u7528\u4e8e\u9700\u8981\u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u8f83\u590d\u6742\u64cd\u4f5c\u7684\u573a\u666f\uff0c\u5982\u4fee\u6539\u5355\u5143\u683c\u6837\u5f0f\u3001\u5408\u5e76\u5355\u5143\u683c\u3001\u63d2\u5165\u56fe\u7247\u7b49\u3002<\/p>\n<\/p>\n
              \u4e09\u3001\u4f7f\u7528xlrd\u5e93<\/p>\n<\/p>\n
              xlrd\u5e93\u662f\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u8bfb\u53d6Excel\u6587\u4ef6\u7684Python\u5e93\uff0c\u652f\u6301xls\u548cxlsx\u683c\u5f0f\u3002\u867d\u7136\u5b83\u7684\u529f\u80fd\u8f83\u4e3a\u5355\u4e00\uff0c\u4f46\u5728\u5904\u7406\u7b80\u5355\u7684Excel\u6587\u4ef6\u65f6\u975e\u5e38\u9ad8\u6548\u3002\u4f7f\u7528xlrd\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
                \n
              1. \u5b89\u88c5xlrd\u5e93\uff1a<\/li>\n<\/ol>\n
                pip install xlrd<\/p>\n
                <\/code><\/pre>\n<\/p>\n
                  \n
                1. \u4f7f\u7528xlrd\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n
                  import xlrd<\/p>\n
                  \u6253\u5f00Excel\u6587\u4ef6<\/strong><\/h2>\n
                  workbook = xlrd.open_workbook('example.xlsx')<\/p>\n
                  \u83b7\u53d6\u5de5\u4f5c\u8868<\/strong><\/h2>\n
                  sheet = workbook.sheet_by_index(0)<\/p>\n
                  \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n
                  data = sheet.cell_value(0, 0)<\/p>\n
                  print(data)<\/p>\n
                  <\/code><\/pre>\n<\/p>\n
                  \u867d\u7136xlrd\u5e93\u4e0d\u652f\u6301\u5199\u5165\u64cd\u4f5c\uff0c\u4f46\u5728\u9700\u8981\u5feb\u901f\u8bfb\u53d6Excel\u6587\u4ef6\u5185\u5bb9\u7684\u573a\u666f\u4e2d\u975e\u5e38\u5b9e\u7528\u3002<\/p>\n<\/p>\n
                  \u56db\u3001\u4f7f\u7528pyxlsb\u5e93<\/p>\n<\/p>\n
                  pyxlsb\u5e93\u662f\u4e00\u4e2a\u7528\u4e8e\u8bfb\u53d6Excel\u4e8c\u8fdb\u5236\u6587\u4ef6\uff08xlsb\u683c\u5f0f\uff09\u7684Python\u5e93\u3002\u4e0e\u5176\u4ed6\u5e93\u4e0d\u540c\uff0cpyxlsb\u4e13\u95e8\u5904\u7406xlsb\u683c\u5f0f\u7684Excel\u6587\u4ef6\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5904\u7406\u8fd9\u79cd\u6587\u4ef6\u683c\u5f0f\u7684\u573a\u666f\u3002\u4f7f\u7528pyxlsb\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
                    \n
                  1. \u5b89\u88c5pyxlsb\u5e93\uff1a<\/li>\n<\/ol>\n
                    pip install pyxlsb<\/p>\n
                    <\/code><\/pre>\n<\/p>\n
                      \n
                    1. \u4f7f\u7528pyxlsb\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n
                      from pyxlsb import open_workbook<\/p>\n
                      \u6253\u5f00Excel\u6587\u4ef6<\/strong><\/h2>\n
                      with open_workbook('example.xlsb') as workbook:<\/p>\n
                          # \u83b7\u53d6\u5de5\u4f5c\u8868<\/p>\n
                          sheet = workbook.get_sheet(1)<\/p>\n
                          # \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/p>\n
                          for row in sheet.rows():<\/p>\n
                              print([item.v for item in row])<\/p>\n
                      <\/code><\/pre>\n<\/p>\n
                      pyxlsb\u5e93\u7684\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u9ad8\u6548\u5904\u7406xlsb\u683c\u5f0f\u7684\u6587\u4ef6\uff0c\u4f46\u5b83\u4e0d\u652f\u6301\u5199\u5165\u64cd\u4f5c\u3002<\/p>\n<\/p>\n
                      \u4e94\u3001\u4f7f\u7528xlwings\u5e93<\/p>\n<\/p>\n
                      xlwings\u5e93\u662f\u4e00\u4e2a\u7528\u4e8e\u4e0eExcel\u8fdb\u884c\u4ea4\u4e92\u7684Python\u5e93\uff0c\u652f\u6301Windows\u548cMac\u5e73\u53f0\u3002\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u8bfb\u53d6\u548c\u5199\u5165Excel\u6587\u4ef6\uff0c\u8fd8\u53ef\u4ee5\u8c03\u7528Excel\u7684\u5404\u79cd\u529f\u80fd\uff0c\u5982\u5b8f\u3001\u56fe\u8868\u7b49\u3002\u4f7f\u7528xlwings\u5e93\u6253\u5f00Excel\u6587\u4ef6\u7684\u57fa\u672c\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n<\/p>\n
                        \n
                      1. \u5b89\u88c5xlwings\u5e93\uff1a<\/li>\n<\/ol>\n
                        pip install xlwings<\/p>\n
                        <\/code><\/pre>\n<\/p>\n
                          \n
                        1. \u4f7f\u7528xlwings\u5e93\u8bfb\u53d6Excel\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n
                          import xlwings as xw<\/p>\n
                          \u6253\u5f00Excel\u6587\u4ef6<\/strong><\/h2>\n
                          workbook = xw.Book('example.xlsx')<\/p>\n
                          \u83b7\u53d6\u5de5\u4f5c\u8868<\/strong><\/h2>\n
                          sheet = workbook.sheets[0]<\/p>\n
                          \u8bfb\u53d6\u5355\u5143\u683c\u6570\u636e<\/strong><\/h2>\n
                          data = sheet.range('A1').value<\/p>\n
                          print(data)<\/p>\n
                          <\/code><\/pre>\n<\/p>\n
                            \n
                          1. \u5bf9Excel\u6587\u4ef6\u8fdb\u884c\u64cd\u4f5c\uff1a<\/li>\n<\/ol>\n
                            # \u4fee\u6539\u5355\u5143\u683c\u6570\u636e<\/p>\n
                            sheet.range('A1').value = 'New Value'<\/p>\n
                            \u4fdd\u5b58\u4fee\u6539\u540e\u7684Excel\u6587\u4ef6<\/strong><\/h2>\n
                            workbook.save('example_modified.xlsx')<\/p>\n
                            <\/code><\/pre>\n<\/p>\n
                            xlwings\u5e93\u9002\u7528\u4e8e\u9700\u8981\u4e0eExcel\u8fdb\u884c\u6df1\u5ea6\u4ea4\u4e92\u7684\u573a\u666f\uff0c\u5982\u8c03\u7528Excel\u7684\u5b8f\u548c\u56fe\u8868\u529f\u80fd\u3002<\/p>\n<\/p>\n
                            \u603b\u7ed3\uff1a<\/p>\n<\/p>\n
                            Python\u63d0\u4f9b\u4e86\u591a\u79cd\u5e93\u6765\u6253\u5f00\u548c\u5904\u7406Excel\u6587\u4ef6\uff0c\u5305\u62ecpandas\u3001openpyxl\u3001xlrd\u3001pyxlsb\u548cxlwings\u7b49\u3002\u4e0d\u540c\u7684\u5e93\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u573a\u666f\u548c\u9700\u6c42\u3002\u63a8\u8350\u4f7f\u7528pandas\u5e93<\/strong>\uff0c\u56e0\u4e3a\u5b83\u529f\u80fd\u5f3a\u5927\u4e14\u6613\u4e8e\u4f7f\u7528\uff0c\u9002\u5408\u5927\u591a\u6570\u6570\u636e\u5904\u7406\u4efb\u52a1\u3002\u5bf9\u4e8e\u9700\u8981\u590d\u6742\u64cd\u4f5c\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528openpyxl\u6216xlwings\u5e93\u3002\u5bf9\u4e8e\u5feb\u901f\u8bfb\u53d6\u7b80\u5355Excel\u6587\u4ef6\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528xlrd\u5e93\u3002\u5bf9\u4e8e\u5904\u7406xlsb\u683c\u5f0f\u6587\u4ef6\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528pyxlsb\u5e93\u3002\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210Excel\u6587\u4ef6\u7684\u5904\u7406\u4efb\u52a1\u3002<\/p>\n<\/p>\n
                            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
                             \u5982\u4f55\u5728Python\u4e2d\u8bfb\u53d6Excel\u6587\u4ef6\uff1f<\/strong>
                            \u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528pandas<\/code>\u5e93\u6765\u8bfb\u53d6Excel\u6587\u4ef6\u3002\u9996\u5148\uff0c\u786e\u4fdd\u5b89\u88c5\u4e86pandas<\/code>\u548copenpyxl<\/code>\u5e93\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a  <\/p>\n
                            pip install pandas openpyxl\n<\/code><\/pre>\n
                            \u7136\u540e\uff0c\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u8bfb\u53d6Excel\u6587\u4ef6\uff1a  <\/p>\n
                            import pandas as pd\n\n# \u8bfb\u53d6Excel\u6587\u4ef6\ndf = pd.read_excel('\u6587\u4ef6\u8def\u5f84.xlsx', sheet_name='\u5de5\u4f5c\u8868\u540d')\nprint(df)\n<\/code><\/pre>\n
                            \u8fd9\u79cd\u65b9\u5f0f\u975e\u5e38\u7b80\u5355\uff0c\u53ef\u4ee5\u76f4\u63a5\u5c06Excel\u6570\u636e\u52a0\u8f7d\u4e3a\u4e00\u4e2aDataFrame\u5bf9\u8c61\uff0c\u65b9\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n
                            Python\u53ef\u4ee5\u5904\u7406\u54ea\u4e9bExcel\u6587\u4ef6\u683c\u5f0f\uff1f<\/strong>
                            Python\u7684pandas<\/code>\u5e93\u652f\u6301\u591a\u79cdExcel\u6587\u4ef6\u683c\u5f0f\uff0c\u4e3b\u8981\u5305\u62ec.xls<\/code>\u548c.xlsx<\/code>\u3002\u5bf9\u4e8e\u8f83\u65e7\u7684.xls<\/code>\u683c\u5f0f\uff0cxlrd<\/code>\u5e93\u53ef\u4ee5\u7528\u6765\u8bfb\u53d6\uff0c\u800c\u5bf9\u4e8e.xlsx<\/code>\u683c\u5f0f\uff0c\u4f7f\u7528openpyxl<\/code>\u5e93\u662f\u6bd4\u8f83\u5e38\u89c1\u7684\u9009\u62e9\u3002\u56e0\u6b64\uff0c\u786e\u4fdd\u5728\u5904\u7406Excel\u6587\u4ef6\u65f6\uff0c\u4f7f\u7528\u6b63\u786e\u7684\u5e93\u548c\u683c\u5f0f\u3002<\/p>\n
                            \u5982\u4f55\u5728Python\u4e2d\u5199\u5165Excel\u6587\u4ef6\uff1f<\/strong>
                            \u4f7f\u7528pandas<\/code>\u5e93\u4e0d\u4ec5\u53ef\u4ee5\u8bfb\u53d6Excel\u6587\u4ef6\uff0c\u8fd8\u53ef\u4ee5\u5c06\u6570\u636e\u5199\u5165Excel\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\u5b9e\u73b0\uff1a  <\/p>\n
                            import pandas as pd\n\n# \u521b\u5efa\u4e00\u4e2aDataFrame\ndata = {'\u5217\u540d1': [1, 2, 3], '\u5217\u540d2': ['A', 'B', 'C']}\ndf = pd.DataFrame(data)\n\n# \u5c06DataFrame\u5199\u5165Excel\u6587\u4ef6\ndf.to_excel('\u8f93\u51fa\u6587\u4ef6\u8def\u5f84.xlsx', index=False, sheet_name='\u5de5\u4f5c\u8868\u540d')\n<\/code><\/pre>\n
                            \u8fd9\u6bb5\u4ee3\u7801\u4f1a\u5c06DataFrame\u4e2d\u7684\u6570\u636e\u5199\u5165\u5230\u6307\u5b9a\u7684Excel\u6587\u4ef6\u4e2d\uff0cindex=False<\/code>\u53c2\u6570\u7528\u6765\u907f\u514d\u5199\u5165\u884c\u7d22\u5f15\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5982\u4f55\u6253\u5f00\u4e00\u4e2aExcel\u6587\u4ef6\uff1a\u4f7f\u7528pandas\u5e93\u3001\u4f7f\u7528openpyxl\u5e93\u3001\u4f7f\u7528xlrd\u5e93\u3001\u4f7f\u7528pyx […]","protected":false},"author":3,"featured_media":1081765,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1081757"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1081757"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1081757\/revisions"}],"predecessor-version":[{"id":1081767,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1081757\/revisions\/1081767"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1081765"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1081757"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1081757"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1081757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}