C#实现Excel动态生成PivotTable

时间:2021-08-19 12:03:05

excel 中的透视表对于数据分析来说,非常的方便,而且很多业务人员对于excel的操作也是非常熟悉的,因此用excel作为分析数据的界面,不失为一种很好的选择。那么如何用c#从数据库中抓取数据,并在excel 动态生成pivottable呢?下面结合实例来说明。

一般来说,数据库的设计都遵循规范化的原则,从而减少数据的冗余,但是对于数据分析来说,数据冗余能够提高数据加载的速度,因此为了演示透视表,这里现在数据库中建立一个视图,将需要分析的数据整合到一个视图中。如下图所示:

C#实现Excel动态生成PivotTable

数据源准备好后,我们先来建立一个web应用程序,然后用nuget加载epplus程序包,如下图所示:

C#实现Excel动态生成PivotTable

 在index.aspx前台页面中,编写如下脚本:

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<%@ page language="c#" autoeventwireup="true" codebehind="index.aspx.cs" inherits="excelpivot.web.index" %>
 
<!doctype html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head runat="server">
<meta http-equiv="content-type" content="text/html; charset=utf-8"/>
  <title>excel pivottable</title>
  <link rel="stylesheet" type="text/css" href="css/style.css" />
</head>
<body>
  <form id="form1" runat="server">
    <div id="container">
 
      <div id="contents">
 
        <div id="post">
          <header>
            <h1> excel pivottable </h1>
          </header>
          <div id="metro-array" style="display: inline-block;">
            <div style="width: 230px; height: 230px; float: left; ">
 
              <a class="metro-tile" style="cursor: pointer; width: 230px; height: 110px; display: block; background-color:#ff0000; color: #fff; margin-bottom: 10px;">
                
                 <input type="button" runat="server" id="button1" name="btn1" value="回款情况分析" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:230px; height:110px; cursor:pointer;"/>
              
              </a>
 
              <a class="metro-tile" style="cursor: pointer; width: 230px; height: 110px; display: block; background-color:#ff6a00; color: #fff;">
                 <input type="button" runat="server" id="button2" name="btn1" value="sampe1" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:230px; height:110px; cursor:pointer;"/>
              </a>
            </div>
 
            <div style="width: 230px; height: 230px; float: left; margin-left: 10px">
 
              <a class="metro-tile" style="cursor: pointer; width: 230px; height: 230px; display: block; background-color:#ffd800; color: #fff">
                 <input type="button" runat="server" id="btn1" name="btn1" value="sampe1" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:230px; height:230px; cursor:pointer;"/>
              </a>
 
            </div>
 
            <div style="width: 230px; height: 230px; float: left; margin-left: 10px">
 
              <a class="metro-tile" style="cursor: pointer; width: 230px; height: 110px; display: block; background-color:#0094ff; color: #fff; margin-bottom: 10px;">
                 <input type="button" runat="server" id="button3" name="btn1" value="sampe1" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:230px; height:110px; cursor:pointer;"/>
              </a>
 
              <a class="metro-tile" style="cursor: pointer; width: 110px; height: 110px; margin-right: 10px; display: block; float: left; background-color: #4800ff; color: #fff;">
                 <input type="button" runat="server" id="button4" name="btn1" value="sampe1" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:110px; height:110px; cursor:pointer;"/>
              </a>
 
              <a class="metro-tile" style="cursor: pointer; width: 110px; height: 110px; display: block; background-color: #b200ff; float: right; color: #fff;">
                 <input type="button" runat="server" id="button5" name="btn1" value="sampe1" onserverclick="btn1_serverclick"
                          style="background-color:transparent; color:white; font-size:16px;float:left; border:0; width:110px; height:110px; cursor:pointer;"/>
              </a>
            </div>
 
          </div>
        </div>
 
      </div>
    </div>
  </form>
</body>
  <script src="js/tilejs.js" type="text/javascript"></script>
</html>


其中 tilejs是一个开源的构建类似win8 metro风格的javascript库。

编写后台脚本:

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using system;
using system.collections.generic;
using system.linq;
using system.web;
using system.web.ui;
using system.web.ui.webcontrols;
using officeopenxml;
using officeopenxml.table;
using officeopenxml.conditionalformatting;
using officeopenxml.style;
using officeopenxml.utils;
using officeopenxml.table.pivottable;
using system.io;
using system.data.sqlclient;
using system.data;
namespace excelpivot.web
{
  public partial class index : system.web.ui.page
  {
    protected void page_load(object sender, eventargs e)
    {
 
    }
    private datatable getdatasource()
    {
      //createdatatable();
      //return productinfo;
 
      sqlconnection conn = new sqlconnection();
      conn.connectionstring = "data source=.;initial catalog=olap;persist security info=true;user id=sa;password=sa";
      conn.open();
 
      sqldataadapter ada = new sqldataadapter("select * from v_pm_olap_test", conn);
      dataset ds = new dataset();
      ada.fill(ds);
 
      return ds.tables[0];
 
 
 
    }
   
    protected void btn1_serverclick(object sender, eventargs e)
    {
      try
      {
        datatable table = getdatasource();
        string path = "_demo_" + system.guid.newguid().tostring().replace("-", "_") + ".xls";
        //string path = "_demo.xls";
        fileinfo fileinfo = new fileinfo(path);
        var excel = new excelpackage(fileinfo);
 
        var wspivot = excel.workbook.worksheets.add("pivot");
        var wsdata = excel.workbook.worksheets.add("data");
        wsdata.cells["a1"].loadfromdatatable(table, true, officeopenxml.table.tablestyles.medium6);
        if (table.rows.count != 0)
        {
          foreach (datacolumn col in table.columns)
          {
           
            if (col.datatype == typeof(system.datetime))
            {
              var colnumber = col.ordinal + 1;
              var range = wsdata.cells[2, colnumber, table.rows.count + 1, colnumber];
              range.style.numberformat.format = "yyyy-mm-dd";
            }
            else
            {
 
            }
          }
        }
 
        var datarange = wsdata.cells[wsdata.dimension.address.tostring()];
        datarange.autofitcolumns();
        var pivottable = wspivot.pivottables.add(wspivot.cells["a1"], datarange, "pivot");
        pivottable.multiplefieldfilters = true;
        pivottable.rowgrandtotals = true;
        pivottable.columgrandtotals = true;
        pivottable.compact = true;
        pivottable.compactdata = true;
        pivottable.griddropzones = false;
        pivottable.outline = false;
        pivottable.outlinedata = false;
        pivottable.showerror = true;
        pivottable.errorcaption = "[error]";
        pivottable.showheaders = true;
        pivottable.useautoformatting = true;
        pivottable.applywidthheightformats = true;
        pivottable.showdrill = true;
        pivottable.firstdatacol = 3;
        //pivottable.rowheadercaption = "行";
 
        //row field
        var field004 = pivottable.fields["销售客户经理"];
        pivottable.rowfields.add(field004);
 
        var field001 = pivottable.fields["项目简称"];
        pivottable.rowfields.add(field001);
        //field001.showall = false;
 
        //column field
        var field002 = pivottable.fields["年"];
        pivottable.columnfields.add(field002);
        field002.sort = officeopenxml.table.pivottable.esorttype.ascending;
        var field005 = pivottable.fields["月"];
        pivottable.columnfields.add(field005);
        field005.sort = officeopenxml.table.pivottable.esorttype.ascending;
 
        //data field
        var field003 = pivottable.fields["回款金额"];
        field003.sort = officeopenxml.table.pivottable.esorttype.descending;
        pivottable.datafields.add(field003);
 
        pivottable.rowgrandtotals = false;
        pivottable.columgrandtotals = false;
       
        //save file
        excel.save();
        //open excel file
        string file = @"c:\windows\explorer.exe";
        system.diagnostics.process.start(file, path);
 
      }
      catch (exception ex)
      {
       response.write(ex.message);
      }
    }
  }
}

编译运行,如下图所示:

C#实现Excel动态生成PivotTable

 单击 [回款情况分析],稍等片刻,会打开excel,并自动生成透视表,如下图所示:

C#实现Excel动态生成PivotTable

以上就是本文的全部内容,希望对大家的学习有所帮助