第一部分:界面层——WPF的"引力透镜"
1.1 动态表单设计:"质量-能量"转换
public partial class CustomerForm : Window {
public CustomerForm() {
InitializeComponent();
DataContext = new CustomerViewModel();
}
}
public class CustomerViewModel : INotifyPropertyChanged {
private string _name;
private string _email;
private DateTime _lastContact;
public string Name {
get => _name;
set {
_name = value;
OnPropertyChanged();
}
}
public event PropertyChangedEventHandler PropertyChanged;
protected void OnPropertyChanged([CallerMemberName] string propertyName = null) {
PropertyChanged?.Invoke(this, new PropertyChangedEventArgs(propertyName));
}
}
1.2 实时数据捕获的"量子纠缠态"
public class Customer : INotifyPropertyChanged {
private string _name;
public string Name {
get => _name;
set {
_name = value;
OnPropertyChanged();
DataSyncService.SendUpdate(this);
}
}
public event PropertyChangedEventHandler PropertyChanged;
protected void OnPropertyChanged([CallerMemberName] string propertyName = null) {
PropertyChanged?.Invoke(this, new PropertyChangedEventArgs(propertyName));
}
}
第二部分:通信层——WebAPI的"曲率驱动引擎"
2.1 RESTful接口的"时空曲率"设计
[Route("api/[controller]")]
[ApiController]
public class CustomersController : ControllerBase {
private readonly CustomerDbContext _context;
public CustomersController(CustomerDbContext context) {
_context = context;
}
[HttpGet]
public async Task<ActionResult<IEnumerable<Customer>>> GetCustomers() {
return await _context.Customers.ToListAsync();
}
[HttpPost]
public async Task<ActionResult<Customer>> PostCustomer(Customer customer) {
_context.Customers.Add(customer);
await _context.SaveChangesAsync();
return CreatedAtAction("GetCustomer", new { id = customer.Id }, customer);
}
}
2.2 数据传输的"虫洞协议"
public class DataSyncService {
private readonly HttpClient _client = new HttpClient();
public async Task SendUpdate(Customer customer) {
_client.BaseAddress = new Uri("https://api.example.com/");
_client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", "YOUR_TOKEN");
var content = new StringContent(JsonConvert.SerializeObject(customer), Encoding.UTF8, "application/json");
await _client.PostAsync("api/customers", content);
}
}
第三部分:存储层——数据库的"暗物质压缩"
3.1 分布式存储的"膜宇宙叠加"
public class CustomerDbContext : DbContext {
public DbSet<Customer> Customers { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder optionsBuilder) {
optionsBuilder
.UseSqlServer("Server=localhost;Database=CustomerDB;Trusted_Connection=True;")
.UseQueryTrackingBehavior(QueryTrackingBehavior.NoTracking);
}
}
var customers = await context.Customers
.Include(c => c.Orders)
.Where(c => c.LastContact > DateTime.Now.AddMonths(-6))
.ToListAsync();
3.2 实时索引的"霍金辐射"优化
public class CustomerDbContext : DbContext {
protected override void OnModelCreating(ModelBuilder modelBuilder) {
modelBuilder.Entity<Customer>()
.HasIndex(c => c.Email)
.IsUnique();
modelBuilder.Entity<Customer>()
.HasIndex(c => c.LastContact)
.HasFilter("[LastContact] > GETDATE() - 180");
}
}
第四部分:安全层——数据的"事件视界防护"
4.1 加密算法的"弦理论"实现
public class CryptoService {
private static readonly byte[] Key = Encoding.UTF8.GetBytes("YOUR_32_BYTE_SECRET_KEY");
private static readonly byte[] IV = Encoding.UTF8.GetBytes("YOUR_16_BYTE_IV");
public static string Encrypt(string plainText) {
using (var aes = Aes.Create()) {
aes.Key = Key;
aes.IV = IV;
var encryptor = aes.CreateEncryptor(aes.Key, aes.IV);
using (var ms = new MemoryStream()) {
using (var cs = new CryptoStream(ms, encryptor, CryptoStreamMode.Write)) {
using (var sw = new StreamWriter(cs)) {
sw.Write(plainText);
}
}
return Convert.ToBase64String(ms.ToArray());
}
}
}
}
4.2 动态脱敏的"全息投影"技术
public interface IDelegatingHandler {
string Process(string data);
}
public class EmailDelegatingHandler : IDelegatingHandler {
public string Process(string email) {
return email[..3] + "****" + email[^4..];
}
}
public class DataMaskingService {
private readonly Dictionary<string, IDelegatingHandler> _handlers = new();
public DataMaskingService() {
_handlers.Add("email", new EmailDelegatingHandler());
}
public string Mask(string field, string value) {
if (_handlers.TryGetValue(field, out var handler)) {
return handler.Process(value);
}
return value;
}
}
第五部分:分析层——数据的"宇宙微波背景辐射"
5.1 实时仪表盘的"引力波探测"
public class DashboardHub : Hub {
private readonly CustomerDbContext _context;
public DashboardHub(CustomerDbContext context) {
_context = context;
}
public async Task UpdateCustomerCount() {
var count = await _context.Customers.CountAsync();
await Clients.All.SendAsync("ReceiveCustomerCount", count);
}
}
var hubConnection = new HubConnectionBuilder()
.WithUrl("https://api.example.com/dashboardHub")
.Build();
hubConnection.On<int>("ReceiveCustomerCount", count => {
Dispatcher.Invoke(() => CustomerCountLabel.Content = count);
});
5.2 趋势预测的"暗能量模型"
public class CustomerPrediction {
public int Id { get; set; }
public double PurchaseProbability { get; set; }
}
public class CustomerPredictionModel {
private PredictionEngine<Customer, CustomerPrediction> _engine;
public CustomerPredictionModel() {
var mlContext = new MLContext();
var data = mlContext.Data.LoadFromTextFile<Customer>("data.csv", separatorChar: ',');
var pipeline = mlContext.Transforms.Concatenate("Features", "Age", "PurchaseCount")
.Append(mlContext.BinaryClassification.Trainers.SdcaLogisticRegression());
var model = pipeline.Fit(data);
_engine = mlContext.Model.CreatePredictionEngine<Customer, CustomerPrediction>(model);
}
public CustomerPrediction Predict(Customer customer) {
return _engine.Predict(customer);
}
}
第六部分:扩展层——微服务的"多维宇宙"
6.1 服务网格的"超弦振动"
public class CustomerService : Customer.CustomerBase {
private readonly CustomerDbContext _context;
public CustomerService(CustomerDbContext context) {
_context = context;
}
public override Task<CustomerResponse> GetCustomer(CustomerRequest request, ServerCallContext context) {
var customer = _context.Customers.Find(request.Id);
return Task.FromResult(new CustomerResponse {
Id = customer.Id,
Name = customer.Name,
Email = customer.Email
});
}
}
6.2 跨平台数据同步的"量子纠缠"
public class WebSocketService {
private readonly List<WebSocket> _clients = new();
private readonly CustomerDbContext _context;
public async Task HandleConnection(WebSocket webSocket) {
_clients.Add(webSocket);
while (true) {
var result = await webSocket.ReceiveAsync(new ArraySegment<byte>(new byte[1024]), CancellationToken.None);
if (result.MessageType == WebSocketMessageType.Text) {
var message = Encoding.UTF8.GetString(result.Buffer);
await BroadcastMessage(message);
}
}
}
private async Task BroadcastMessage(string message) {
foreach (var client in _clients) {
await client.SendAsync(new ArraySegment<byte>(Encoding.UTF8.GetBytes(message)), WebSocketMessageType.Text, true, CancellationToken.None);
}
}
}
完整代码:端到端数据捕获系统
public class Program {
public static void Main() {
var app = new Application();
var mainWindow = new CustomerForm();
app.Run(mainWindow);
var builder = WebApplication.CreateBuilder();
builder.Services.AddDbContext<CustomerDbContext>();
var app = builder.Build();
app.Run();
var webSocketServer = new WebSocketService();
webSocketServer.Start();
}
}