{"id":1672,"date":"2023-05-03T08:14:07","date_gmt":"2023-05-03T00:14:07","guid":{"rendered":"http:\/\/viplao.com\/?p=1672"},"modified":"2023-05-03T08:14:09","modified_gmt":"2023-05-03T00:14:09","slug":"%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/","title":{"rendered":"\u8fd0\u7ef4\u5de5\u5177 \u2013 python \u65e5\u5e38\u6570\u636e\u5206\u6790 \u2013\u00a0excel\u5de5\u4f5c\u7c3f\u4e0e\u5de5\u4f5c\u8868\u5904\u7406\u6280\u5de7"},"content":{"rendered":"\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u7b5b\u9009\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u6570\u636e.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u91c7\u8d2d\u8868.xlsx \u4e0b\u56fe\u6240\u793a\u662f\u6309\u6708\u4efd\u5b58\u653e\u5728\u4e0d\u540c\u5de5\u4f5c\u8868\u4e2d\u7684\u7269\u54c1\u91c7\u8d2d\u660e\u7ec6\u6570\u636e\uff0c\u5982\u679c\u8981\u66f4\u6539\u4e3a\u6309\u7269\u54c1\u540d\u79f0\u5b58\u653e\u5728\u4e0d\u540c\u5de5\u4f5c\u8868\u4e2d\uff0c\u4f60\u4f1a\u600e\u4e48\u505a\u5462\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\u601d\u8def\uff1a\u5148\u5408\u5e76\u6240\u6709\u8868\uff0c\u518d\u6309\u91c7\u8d2d\u7269\u54c1\u540d\u79f0\u8fdb\u884c\u5206\u8868\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"735\" height=\"336\" src=\"http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image.png\" alt=\"\" class=\"wp-image-1673\" srcset=\"http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image.png 735w, http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image-300x137.png 300w, http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image-656x300.png 656w\" sizes=\"(max-width: 735px) 100vw, 735px\" \/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>import xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nworkbook=app.books.open(r'<a href=\"d:\">d:<\/a>\\22\\\u91c7\u8d2d\u8868.xlsx')\n\n#\u5408\u5e76\u539f\u5de5\u4f5c\u7c3f\u4e2d\u5404\u5de5\u4f5c\u8868\u7684\u6570\u636e\ntable=pd.DataFrame()   #\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684DataFrame\nfor i,j in enumerate(workbook.sheets) :\n    values=j.range('A1').options(pd.DataFrame,header=1,index=False,expand='table').value\n    data=values.reindex(columns=&#91;'\u91c7\u8d2d\u7269\u54c1','\u91c7\u8d2d\u65e5\u671f','\u91c7\u8d2d\u6570\u91cf','\u91c7\u8d2d\u91d1\u989d'])  #\u8c03\u6574\u5217\u7684\u987a\u5e8f\n    table=table.append(data,ignore_index=True)\n\n#\u65b0\u5efa\u8868\uff0c\u5e76\u5199\u5165\u6570\u636e    \ntable=table.groupby('\u91c7\u8d2d\u7269\u54c1')\nnew_workbook=app.books.add()\nfor idx,group in table:  #\u904d\u5386\u7b5b\u9009\u597d\u7684\u6570\u636e,\u5176\u4e2didx\u5bf9\u5e94\u7269\u54c1\u540d\u79f0\uff0cgroup\u5bf9\u5e94\u7269\u54c1\u7684\u660e\u7ec6\u6570\u636e\n    new_worksheet=new_workbook.sheets.add(idx)\n    new_worksheet&#91;'A1'].options(index=False).value=group\n    \n    #\u5bf9\u5206\u8868\u8fdb\u884c\u6c42\u548c\uff0c\u653e\u5728\u53f3\u4e0b\u89d2\u6700\u540e\u4e00\u4e2a\u4f4d\u7f6e\n    last_cell= new_worksheet&#91;'A1'].expand().last_cell  #\u83b7\u53d6\u5f53\u524d\u5de5\u4f5c\u8868\u6570\u636e\u533a\u57df\u53f3\u4e0b\u89d2\u5355\u5143\u683c\n    last_row=last_cell.row  #\u83b7\u53d6\u5f53\u524d\u5de5\u4f5c\u8868\u6570\u636e\u533a\u57df\u6700\u540e\u4e00\u884c\n    last_column=last_cell.column  #\u83b7\u53d6\u5f53\u524d\u5de5\u4f5c\u8868\u6570\u636e\u533a\u57df\u6700\u540e\u4e00\u5217\n    last_column_letter=chr(64+last_column)  #\u6839\u636e\u6700\u540e\u4e00\u5217\uff0c\u88c5\u6362\u6210\u5b57\u6bcd\u5217\u6807\n    sum_cell_name='{}{}'.format(last_column_letter,last_row+1)\n    sum_last_row_name='{}{}'.format(last_column_letter,last_row) \n    formula='=sum({}2:{})'.format(last_column_letter,sum_last_row_name)\n    new_worksheet&#91;sum_cell_name]. formula= formula\n    new_worksheet.autofit()\n\nnew_workbook.save(r'C:\\Users\\MLoong\\Desktop\\22\\\u91c7\u8d2d\u5206\u7c7b\u8868.xlsx')\nnew_workbook.close()\nworkbook.close()\napp.quit()\n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" 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class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%9C%A8%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%AD%9B%E9%80%89%E5%8D%95%E4%B8%80%E7%B1%BB%E5%88%AB%E6%95%B0%E6%8D%AE\" title=\"\u4e3e\u4e00\u53cd\u4e09 \u5728\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7b5b\u9009\u5355\u4e00\u7c7b\u522b\u6570\u636e\">\u4e3e\u4e00\u53cd\u4e09 \u5728\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7b5b\u9009\u5355\u4e00\u7c7b\u522b\u6570\u636e<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E5%AF%B9%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E8%BF%9B%E8%A1%8C%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB\" title=\"\u5bf9\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u5de5\u4f5c\u8868\u5206\u522b\u8fdb\u884c\u5206\u7c7b\u6c47\u603b\">\u5bf9\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u5de5\u4f5c\u8868\u5206\u522b\u8fdb\u884c\u5206\u7c7b\u6c47\u603b<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E6%89%B9%E9%87%8F%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%8C%87%E5%AE%9A%E5%B7%A5%E4%BD%9C%E8%A1%A8\" title=\"\u4e3e\u4e00\u53cd\u4e09 \u6279\u91cf\u5206\u7c7b\u6c47\u603b\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6307\u5b9a\u5de5\u4f5c\u8868\">\u4e3e\u4e00\u53cd\u4e09 \u6279\u91cf\u5206\u7c7b\u6c47\u603b\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6307\u5b9a\u5de5\u4f5c\u8868<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%B0%86%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E6%95%B0%E6%8D%AE%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%88%B0%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF\" title=\"\u4e3e\u4e00\u53cd\u4e09 \u5c06\u591a\u4e2a\u5de5\u4f5c\u7c3f\u6570\u636e\u5206\u7c7b\u6c47\u603b\u5230\u4e00\u4e2a\u5de5\u4f5c\u7c3f\">\u4e3e\u4e00\u53cd\u4e09 \u5c06\u591a\u4e2a\u5de5\u4f5c\u7c3f\u6570\u636e\u5206\u7c7b\u6c47\u603b\u5230\u4e00\u4e2a\u5de5\u4f5c\u7c3f<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E6%A1%88%E4%BE%8B02_%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C\" title=\"\u6848\u4f8b02 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c\">\u6848\u4f8b02 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/#%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C%E5%B9%B6%E5%B0%86%E6%B1%82%E5%92%8C%E7%BB%93%E6%9E%9C%E5%86%99%E5%85%A5%E5%9B%BA%E5%AE%9A%E5%8D%95%E5%85%83%E6%A0%BC\" title=\"\u4e3e\u4e00\u53cd\u4e09 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c\u5e76\u5c06\u6c42\u548c\u7ed3\u679c\u5199\u5165\u56fa\u5b9a\u5355\u5143\u683c\">\u4e3e\u4e00\u53cd\u4e09 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c\u5e76\u5c06\u6c42\u548c\u7ed3\u679c\u5199\u5165\u56fa\u5b9a\u5355\u5143\u683c<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89-%E5%9C%A8%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%AD%9B%E9%80%89%E5%8D%95%E4%B8%80%E7%B1%BB%E5%88%AB%E6%95%B0%E6%8D%AE\"><span class=\"ez-toc-section\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%9C%A8%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%AD%9B%E9%80%89%E5%8D%95%E4%B8%80%E7%B1%BB%E5%88%AB%E6%95%B0%E6%8D%AE\"><\/span><strong>\u4e3e\u4e00\u53cd\u4e09 \u5728\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7b5b\u9009\u5355\u4e00\u7c7b\u522b\u6570\u636e<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u5728\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7b5b\u9009\u5355\u4e00\u7c7b\u522b\u6570\u636e.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u91c7\u8d2d\u8868.xlsx<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>import xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nworkbook=app.books.open(r'd:\\22\\\u91c7\u8d2d\u8868.xlsx')\ntable=pd.DataFrame() #\u521b\u5efa\u4e00\u4e2a\u65b0\u7684DataFrame\nfor i,j in enumerate(workbook.sheets):\n    values=j.range('A1').options(pd.DataFrame,header=1,index=False,expand='table').value\n    data=values.reindex(columns=&#91;'\u91c7\u8d2d\u7269\u54c1','\u91c7\u8d2d\u65e5\u671f','\u91c7\u8d2d\u6570\u91cf','\u91c7\u8d2d\u91d1\u989d'])\n    table=table.append(data,ignore_index=True)  #ignore_index=True\u662f\u5e8f\u53f7\u8fdb\u884c\u7d2f\u52a0\u7684\u610f\u601d\nproduct=table&#91;table&#91;'\u91c7\u8d2d\u7269\u54c1']=='\u4fdd\u9669\u7bb1']  #\u7b5b\u9009\"\u91c7\u8d2d\u7269\u54c1\"\u662f\"\u4fdd\u9669\u7bb1\"\u7684\u6570\u636e\n\nnew_workbook=xw.books.add()\nnew_worksheet=new_workbook.sheets.add('\u4fdd\u9669\u7bb1')\nnew_worksheet&#91;'A1'].options(index=False).value=product\nnew_worksheet.autofit()\nnew_workbook.save(r'd:\\22\\\u4fdd\u9669\u7bb1.xlsx')\nnew_workbook.close()\nworkbook.close()\napp.quit()\n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"%E6%A1%88%E4%BE%8B03-%E5%AF%B9%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E8%BF%9B%E8%A1%8C%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB\"><span class=\"ez-toc-section\" id=\"%E5%AF%B9%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E8%BF%9B%E8%A1%8C%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB\"><\/span><strong>\u5bf9\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u5de5\u4f5c\u8868\u5206\u522b\u8fdb\u884c\u5206\u7c7b\u6c47\u603b<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u5bf9\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u5de5\u4f5c\u8868\u5206\u522b\u8fdb\u884c\u5206\u7c7b\u6c47\u603b.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u9500\u552e\u8868\uff08\u6587\u4ef6\u5939\uff09<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"740\" height=\"225\" src=\"http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image-1.png\" alt=\"\" class=\"wp-image-1674\" srcset=\"http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image-1.png 740w, http:\/\/viplao.com\/wp-content\/uploads\/2023\/05\/image-1-300x91.png 300w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nimport xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nfile_path=r'C:\\Users\\Administrator\\Desktop\\22\\03\\\u9500\u552e\u8868'\nfile_list=os.listdir(file_path)\nfor i in file_list:\n    if os.path.splitext(i)&#91;1]=='.xlsx':\n        workbook=app.books.open(file_path+'\/\/'+i)\n        for j in workbook.sheets:\n            values=j.range('A1').expand().options(pd.DataFrame).value\n            values&#91;'\u9500\u552e\u5229\u6da6']=values&#91;'\u9500\u552e\u5229\u6da6'].astype('float') #\u8f6c\u6362\u2018\u9500\u552e\u5229\u6da6\u2019\u5217\u7684\u6570\u636e\u7c7b\u578b\n            result=values.groupby('\u9500\u552e\u533a\u57df').sum()\n            j.range('J1').value=result&#91;'\u9500\u552e\u5229\u6da6']\n        workbook.save()\n        workbook.close()\napp.quit()  \n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<ul>\n<li>\u7b2c13\u884c\u4ee3\u7801\u4e2d\u7684astype()\u662fpandas\u6a21\u5757\u4e2dDataFrame\u5bf9\u8c61\u7684\u51fd\u6570\uff0c\u7528\u4e8e\u8f6c\u6362\u6307\u5b9a\u5217\u7684\u6570\u636e\u7c7b\u578b\u3002\u8be5\u51fd\u6570\u7684\u8bed\u6cd5\u683c\u5f0f\u548c\u5e38\u7528\u53c2\u6570\u542b\u4e49\u5982\u4e0b\u3002<\/li>\n\n\n\n<li>\u7b2c14\u884c\u4ee3\u7801\u4e2dgroupby()\u51fd\u6570\u540e\u63a5\u7684sum()\u51fd\u6570\u7528\u4e8e\u8fdb\u884c\u6c42\u548c\u6c47\u603b\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6\u51fd\u6570\u5b8c\u6210\u5176\u4ed6\u7c7b\u578b\u7684\u6c47\u603b\u8fd0\u7b97\u3002\u5e38\u7528\u7684\u6709\uff1a\u7528mean()\u51fd\u6570\u6c42\u5e73\u5747\u503c\uff0c\u7528count()\u51fd\u6570\u7edf\u8ba1\u4e2a\u6570\uff0c\u7528max()\u51fd\u6570\u6c42\u6700\u5927\u503c\uff0c\u7528min()\u51fd\u6570\u6c42\u6700\u5c0f\u503c\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89-%E6%89%B9%E9%87%8F%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%8C%87%E5%AE%9A%E5%B7%A5%E4%BD%9C%E8%A1%A8\"><span class=\"ez-toc-section\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E6%89%B9%E9%87%8F%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%8C%87%E5%AE%9A%E5%B7%A5%E4%BD%9C%E8%A1%A8\"><\/span><strong>\u4e3e\u4e00\u53cd\u4e09 \u6279\u91cf\u5206\u7c7b\u6c47\u603b\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6307\u5b9a\u5de5\u4f5c\u8868<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u6279\u91cf\u5206\u7c7b\u6c47\u603b\u591a\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6307\u5b9a\u5de5\u4f5c\u8868.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u9500\u552e\u88681\uff08\u6587\u4ef6\u5939\uff09<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nimport xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nfile_path=r'C:\\Users\\Administrator\\Desktop\\22\\03\\\u9500\u552e\u88681'\nfile_list=os.listdir(file_path)\nfor i in file_list:\n    if os.path.splitext(i)&#91;1]=='.xlsx':\n        workbook=app.books.open(file_path+'\/\/'+i)\n        worksheet=workbook.sheets&#91;'\u9500\u552e\u8bb0\u5f55\u8868']\n        values=worksheet.range('A1').expand().options(pd.DataFrame).value\n        values&#91;'\u9500\u552e\u5229\u6da6']=values&#91;'\u9500\u552e\u5229\u6da6'].astype('float') #\u8f6c\u6362\u2018\u9500\u552e\u5229\u6da6\u2019\u5217\u7684\u6570\u636e\u7c7b\u578b\n        result=values.groupby('\u9500\u552e\u533a\u57df').sum()\n        worksheet.range('J1').value=result&#91;'\u9500\u552e\u5229\u6da6']\n        workbook.save()\n        workbook.close()\napp.quit()   \n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89-%E5%B0%86%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E6%95%B0%E6%8D%AE%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%88%B0%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF\"><span class=\"ez-toc-section\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%B0%86%E5%A4%9A%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E6%95%B0%E6%8D%AE%E5%88%86%E7%B1%BB%E6%B1%87%E6%80%BB%E5%88%B0%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF\"><\/span><strong>\u4e3e\u4e00\u53cd\u4e09 \u5c06\u591a\u4e2a\u5de5\u4f5c\u7c3f\u6570\u636e\u5206\u7c7b\u6c47\u603b\u5230\u4e00\u4e2a\u5de5\u4f5c\u7c3f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u5c06\u591a\u4e2a\u5de5\u4f5c\u7c3f\u6570\u636e\u5206\u7c7b\u6c47\u603b\u5230\u4e00\u4e2a\u5de5\u4f5c\u7c3f.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u9500\u552e\u8868\uff08\u6587\u4ef6\u5939\uff09<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nimport xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nfile_path=r'C:\\Users\\Administrator\\Desktop\\22\\03\\\u9500\u552e\u8868'\nfile_list=os.listdir(file_path)\ncollection=&#91;]\nfor i in file_list:\n    if os.path.splitext(i)&#91;1]=='.xlsx':\n        workbook=app.books.open(file_path+'\/\/'+i)\n        worksheet=workbook.sheets&#91;'\u9500\u552e\u8bb0\u5f55\u8868']\n        values=worksheet.range('A1').expand().options(pd.DataFrame).value\n        filtered=values&#91;&#91;'\u9500\u552e\u533a\u57df','\u9500\u552e\u5229\u6da6']]\n        collection.append(filtered)        \n        workbook.close()\nnew_values=pd.concat(collection,ignore_index=False).set_index('\u9500\u552e\u533a\u57df') \nvalues&#91;'\u9500\u552e\u5229\u6da6']=values&#91;'\u9500\u552e\u5229\u6da6'].astype('float') #\u8f6c\u6362\u2018\u9500\u552e\u5229\u6da6\u2019\u5217\u7684\u6570\u636e\u7c7b\u578b\nresult=new_values.groupby('\u9500\u552e\u533a\u57df').sum()\n\nnew_workbook=app.books.add()\nnew_worksheet=new_workbook.sheets.add('\u6c47\u603b\u8868')\nnew_worksheet.range('A1').value=result\nnew_worksheet.autofit()\nnew_workbook.save(r'C:\\Users\\Administrator\\Desktop\\22\\03\\\u9500\u552e\u6c47\u603b\u8868.xlsx')\nnew_workbook.close()\napp.quit()  \n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"%E6%A1%88%E4%BE%8B04-%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C\"><span class=\"ez-toc-section\" id=\"%E6%A1%88%E4%BE%8B02_%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C\"><\/span><strong>\u6848\u4f8b02 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u91c7\u8d2d\u8868.xlsx<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nimport xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nworkbook=app.books.open(r'C:\\Users\\Administrator\\Desktop\\22\\\u91c7\u8d2d\u8868.xlsx')\nfor i in workbook.sheets:\n    values=i.range('A1').expand()\n    data=values.options(pd.DataFrame).value\n    sums=data&#91;'\u91c7\u8d2d\u91d1\u989d'].sum()\n    \n    column=values.value&#91;0].index('\u91c7\u8d2d\u91d1\u989d')+1\n    row=values.shape&#91;0]\n    i.range(row+1,column).value=sums\nworkbook.save()\nworkbook.close()\napp.quit()\n<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<ul>\n<li>\u7b2c10\u884c\u4ee3\u7801\u4e2d\u7684index()\u662fPython\u4e2d\u5217\u8868\u5bf9\u8c61\u7684\u51fd\u6570\uff0c\u5e38\u7528\u4e8e\u5728\u5217\u8868\u4e2d\u67e5\u627e\u67d0\u4e2a\u5143\u7d20\u7684\u7d22\u5f15\u4f4d\u7f6e\u3002\u8be5\u51fd\u6570\u7684\u8bed\u6cd5\u683c\u5f0f\u548c\u5e38\u7528\u53c2\u6570\u542b\u4e49\u5982\u4e0b\u3002- \u7b2c11\u884c\u4ee3\u7801\u4e2d\u7684shape\u662fpandas\u6a21\u5757\u4e2dDataFrame\u5bf9\u8c61\u7684\u4e00\u4e2a\u5c5e\u6027\uff0c\u5b83\u8fd4\u56de\u7684\u662f\u4e00\u4e2a\u5143\u7ec4\uff0c\u5176\u4e2d\u6709\u4e24\u4e2a\u5143\u7d20\uff0c\u5206\u522b\u4ee3\u8868DataFrame\u7684\u884c\u6570\u548c\u5217\u6570\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89-%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C%E5%B9%B6%E5%B0%86%E6%B1%82%E5%92%8C%E7%BB%93%E6%9E%9C%E5%86%99%E5%85%A5%E5%9B%BA%E5%AE%9A%E5%8D%95%E5%85%83%E6%A0%BC\"><span class=\"ez-toc-section\" id=\"%E4%B8%BE%E4%B8%80%E5%8F%8D%E4%B8%89_%E5%AF%B9%E4%B8%80%E4%B8%AA%E5%B7%A5%E4%BD%9C%E7%B0%BF%E4%B8%AD%E7%9A%84%E6%89%80%E6%9C%89%E5%B7%A5%E4%BD%9C%E8%A1%A8%E5%88%86%E5%88%AB%E6%B1%82%E5%92%8C%E5%B9%B6%E5%B0%86%E6%B1%82%E5%92%8C%E7%BB%93%E6%9E%9C%E5%86%99%E5%85%A5%E5%9B%BA%E5%AE%9A%E5%8D%95%E5%85%83%E6%A0%BC\"><\/span><strong>\u4e3e\u4e00\u53cd\u4e09 \u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c\u5e76\u5c06\u6c42\u548c\u7ed3\u679c\u5199\u5165\u56fa\u5b9a\u5355\u5143\u683c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul>\n<li>\u4ee3\u7801\u6587\u4ef6\uff1a\u5bf9\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7684\u6240\u6709\u5de5\u4f5c\u8868\u5206\u522b\u6c42\u548c\u5e76\u5c06\u6c42\u548c\u7ed3\u679c\u5199\u5165\u56fa\u5b9a\u5355\u5143\u683c.py &#8211; \u6570\u636e\u6587\u4ef6\uff1a\u91c7\u8d2d\u8868.xlsx<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>import os\nimport xlwings as xw\nimport pandas as pd\napp=xw.App(visible=True,add_book=False)\nworkbook=app.books.open(r'C:\\Users\\Administrator\\Desktop\\22\\\u91c7\u8d2d\u8868.xlsx')\nfor i in workbook.sheets:\n    values=i.range('A1').expand().options(pd.DataFrame).value\n    sums=values&#91;'\u91c7\u8d2d\u91d1\u989d'].sum()\n    i.range('F1').value=sums   #\u5c06\u6c42\u548c\u540e\u7684\u5185\u5bb9\u5199\u5230F1\u5355\u5143\u683c\u4e2d\nworkbook.save()\nworkbook.close()\napp.quit()\n<\/code><\/pre>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u601d\u8def\uff1a\u5148\u5408\u5e76\u6240\u6709\u8868\uff0c\u518d\u6309\u91c7\u8d2d\u7269\u54c1\u540d\u79f0\u8fdb\u884c\u5206\u8868\uff1a \u4e3e\u4e00\u53cd\u4e09 \u5728\u4e00\u4e2a\u5de5\u4f5c\u7c3f\u4e2d\u7b5b\u9009\u5355\u4e00\u7c7b\u522b\u6570\u636e \u5bf9\u591a\u4e2a\u5de5\u4f5c&hellip; <a href=\"http:\/\/viplao.com\/index.php\/2023\/05\/03\/%e8%bf%90%e7%bb%b4%e5%b7%a5%e5%85%b7-python-%e6%97%a5%e5%b8%b8%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90-excel%e5%b7%a5%e4%bd%9c%e7%b0%bf%e4%b8%8e%e5%b7%a5%e4%bd%9c%e8%a1%a8\/\" class=\"more-link read-more\" rel=\"bookmark\">\u7ee7\u7eed\u9605\u8bfb <span class=\"screen-reader-text\">\u8fd0\u7ef4\u5de5\u5177 \u2013 python \u65e5\u5e38\u6570\u636e\u5206\u6790 \u2013\u00a0excel\u5de5\u4f5c\u7c3f\u4e0e\u5de5\u4f5c\u8868\u5904\u7406\u6280\u5de7<\/span><i class=\"fa fa-arrow-right\"><\/i><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[14,26,28],"views":550,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/1672"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=1672"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/1672\/revisions"}],"predecessor-version":[{"id":1675,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/1672\/revisions\/1675"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=1672"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=1672"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=1672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}