public class WaterData { public int Id { get; set; } public string? Name { get; set; } public string? WaterLevel { get; set; } public string? WaterChange { get; set; } public string? Source { get; set; } }点击导入Excel数据按钮的代码如下:
OpenFileDialog openFileDialog = new OpenFileDialog(); openFileDialog.Filter = "Excel Files (*.xlsx; *.xls;*.csv)|*.xlsx; *.xls;*.csv"; openFileDialog.FilterIndex = 1; openFileDialog.Multiselect = false; // 堆代码 duidaima.com if (openFileDialog.ShowDialog() == DialogResult.OK) { filePath = openFileDialog.FileName; ExcelPackage.LicenseContext = OfficeOpenXml.LicenseContext.NonCommercial; using (ExcelPackage package = new ExcelPackage(filePath)) { ExcelWorksheet worksheet = package.Workbook.Worksheets[0]; //获取表格的列数和行数 int rowCount = worksheet.Dimension.Rows; int colCount = worksheet.Dimension.Columns; for (int i = 0; i < rowCount - 1; i++) { //创建一个realData类保存数据 var data = new WaterData(); data.Id = n; data.Name = (string)worksheet.Cells[i + 2, 3].Value; data.WaterLevel = Convert.ToString(worksheet.Cells[i + 2, 4].Value); data.WaterChange = Convert.ToString(worksheet.Cells[i + 2, 5].Value); data.Source = (string)worksheet.Cells[i + 2, 2].Value; waterList.Add(data); n++; } package.Save(); } } else { MessageBox.Show("您本次没有选择任何文件!!!"); } }上面的n是static int,初始值为0。
private void button2_Click(object sender, EventArgs e) { distinctList = waterList.DistinctBy(x => new { x.Name, x.Source }).ToList(); }只需要一行代码:
distinctList = waterList.DistinctBy(x => new { x.Name, x.Source }).ToList();执行去重的效果如下所示:
var Names = distinctList.Select(x => x.Name).Distinct().ToList();实现效果如下:
for (int i = 0; i < Names.Count; i++) { var nameList = distinctList.Where(x => x.Name == Names[i]).ToList(); if (nameList.Count > 50) { list.Add(nameList); } }实现数据分类也只需要一行代码:
var nameList = distinctList.Where(x => x.Name == Names[i]).ToList();实现效果如下所示:
private void button4_Click(object sender, EventArgs e) { // 创建一个FolderBrowserDialog对象 FolderBrowserDialog folderBrowserDialog = new FolderBrowserDialog(); // 设置对话框的标题 folderBrowserDialog.Description = "选择保存各站点数据的文件夹"; // 设置默认的根文件夹,如果需要的话 // folderBrowserDialog.RootFolder = Environment.SpecialFolder.MyComputer; // 显示文件夹选择对话框 DialogResult result = folderBrowserDialog.ShowDialog(); if (result == DialogResult.OK) { // 用户选择了一个文件夹 selectedFolderPath = folderBrowserDialog.SelectedPath; richTextBox1.Text += $"选择的Excel保存文件夹为:{selectedFolderPath}\r\n"; richTextBox1.Text += "正在执行导出为Excel文件..."; using (ExcelPackage excelPackage = new ExcelPackage()) { for(int i =0; i < list.Count; i++) { ExcelWorksheet worksheet = excelPackage.Workbook.Worksheets.Add(list[i][0].Name); for (int j = 0; j < list[i].Count; j++) { worksheet.Cells[j + 1, 1].Value = list[i][j].Id; worksheet.Cells[j + 1, 2].Value = list[i][j].Name; worksheet.Cells[j + 1, 3].Value = list[i][j].WaterLevel; worksheet.Cells[j + 1, 4].Value = list[i][j].WaterChange; worksheet.Cells[j + 1, 5].Value = list[i][j].Source; } } // 保存 Excel 文件 FileInfo excelFile = new FileInfo($"{selectedFolderPath}\\各站点数据.xlsx"); excelPackage.SaveAs(excelFile); richTextBox1.Text += "导出为Excel文件完成\r\n"; } } }实现效果如下所示:
using OfficeOpenXml; using System.Collections; using System.Collections.Generic; namespace Excel数据处理 { public partial class Form1 : Form { string filePath; string selectedFolderPath; static int n = 0; List<WaterData> waterList = new List<WaterData>(); List<WaterData> distinctList = new List<WaterData>(); List<List<WaterData>> list = new List<List<WaterData>>(); public class WaterData { public int Id { get; set; } public string? Name { get; set; } public string? WaterLevel { get; set; } public string? WaterChange { get; set; } public string? Source { get; set; } } public Form1() { InitializeComponent(); } private void button1_Click(object sender, EventArgs e) { OpenFileDialog openFileDialog = new OpenFileDialog(); openFileDialog.Filter = "Excel Files (*.xlsx; *.xls;*.csv)|*.xlsx; *.xls;*.csv"; openFileDialog.FilterIndex = 1; openFileDialog.Multiselect = false; if (openFileDialog.ShowDialog() == DialogResult.OK) { filePath = openFileDialog.FileName; richTextBox1.Text += $"您选中的文件路径为:{filePath}\r\n"; richTextBox1.Text += $"正在导入Excel数据...\r\n"; ExcelPackage.LicenseContext = OfficeOpenXml.LicenseContext.NonCommercial; using (ExcelPackage package = new ExcelPackage(filePath)) { ExcelWorksheet worksheet = package.Workbook.Worksheets[0]; //获取表格的列数和行数 int rowCount = worksheet.Dimension.Rows; int colCount = worksheet.Dimension.Columns; for (int i = 0; i < rowCount - 1; i++) { //创建一个realData类保存数据 var data = new WaterData(); data.Id = n; data.Name = (string)worksheet.Cells[i + 2, 3].Value; data.WaterLevel = Convert.ToString(worksheet.Cells[i + 2, 4].Value); data.WaterChange = Convert.ToString(worksheet.Cells[i + 2, 5].Value); data.Source = (string)worksheet.Cells[i + 2, 2].Value; waterList.Add(data); n++; } richTextBox1.Text += $"导入Excel数据成功,数据量为:{rowCount - 1}\r\n"; package.Save(); } } else { MessageBox.Show("您本次没有选择任何文件!!!"); } } private void button2_Click(object sender, EventArgs e) { richTextBox1.Text += "正在执行数据去重...\r\n"; distinctList = waterList.DistinctBy(x => new { x.Name, x.Source }).ToList(); richTextBox1.Text += $"数据去重已完成,去重后数据量为:{distinctList.Count}\r\n"; } private void button3_Click(object sender, EventArgs e) { richTextBox1.Text += "正在执行数据分类...\r\n"; var Names = distinctList.Select(x => x.Name).Distinct().ToList(); for (int i = 0; i < Names.Count; i++) { var nameList = distinctList.Where(x => x.Name == Names[i]).ToList(); if (nameList.Count > 50) { list.Add(nameList); } } richTextBox1.Text += $"执行数据分类完成,类数为:{list.Count}\r\n"; } private void button4_Click(object sender, EventArgs e) { // 创建一个FolderBrowserDialog对象 FolderBrowserDialog folderBrowserDialog = new FolderBrowserDialog(); // 堆代码 duidaima.com // 设置对话框的标题 folderBrowserDialog.Description = "选择保存各站点数据的文件夹"; // 设置默认的根文件夹,如果需要的话 // folderBrowserDialog.RootFolder = Environment.SpecialFolder.MyComputer; // 显示文件夹选择对话框 DialogResult result = folderBrowserDialog.ShowDialog(); if (result == DialogResult.OK) { // 用户选择了一个文件夹 selectedFolderPath = folderBrowserDialog.SelectedPath; richTextBox1.Text += $"选择的Excel保存文件夹为:{selectedFolderPath}\r\n"; richTextBox1.Text += "正在执行导出为Excel文件..."; using (ExcelPackage excelPackage = new ExcelPackage()) { for(int i =0; i < list.Count; i++) { ExcelWorksheet worksheet = excelPackage.Workbook.Worksheets.Add(list[i][0].Name); for (int j = 0; j < list[i].Count; j++) { worksheet.Cells[j + 1, 1].Value = list[i][j].Id; worksheet.Cells[j + 1, 2].Value = list[i][j].Name; worksheet.Cells[j + 1, 3].Value = list[i][j].WaterLevel; worksheet.Cells[j + 1, 4].Value = list[i][j].WaterChange; worksheet.Cells[j + 1, 5].Value = list[i][j].Source; } } // 保存 Excel 文件 FileInfo excelFile = new FileInfo($"{selectedFolderPath}\\各站点数据.xlsx"); excelPackage.SaveAs(excelFile); richTextBox1.Text += "导出为Excel文件完成\r\n"; } } } } }