C# SQLite 高级功能详解(推荐)
目录
- SQLite 基础介绍
- 主要特点
- 环境配置
- 事务处理详解
- 事务基础概念
- 基本事务操作
- 高级事务控制
- 事务性业务逻辑封装
- 连接管理与连接池
- 批量操作优化
- 异步操作
- 索引优化
- 锁机制与并发控制
- 备份与恢复
- 性能优化技巧
- 实体类定义
- 数据库表结构
- 总结
SQLite 基础介绍
SQLite 是一个轻量级的嵌入式关系数据库,特别适合桌面应用程序和移动应用程序。它支持 ACID 特性,提供了强大的事务控制功能。
主要特点
- 无需服务器配置
- 跨平台支持
- 支持标准 SQL 语法
- 文件级数据库
- 支持事务和 ACID 特性
环境配置
首先安装必要的 NuGet 包:
<PackageReference Include="Microsoft.Data.Sqlite" Version="7.0.0" /> <PackageReference Include="System.Data.SQLite" Version="1.0.118" />
基础连接设置:
using Microsoft.Data.Sqlite; using System.Data; using System.Data.SQLite; public class DatabaseConnection { private readonly string _connectionString; public DatabaseConnection(string databasePath) { _connectionString = $"Data Source={databasePath};"; } public SqliteConnection GetConnection() { return new SqliteConnection(_connectionString); } }
事务处理详解
事务基础概念
事务是数据库操作的基本单元,必须满足 ACID 特性:
- 原子性(Atomicity):事务中的所有操作要么全部完成,要么全部不执行
- 一致性(Consistency):事务前后数据库状态保持一致
- 隔离性(Isolation):并发事务之间相互隔离
- 持久性(Durability):事务提交后,数据永久保存
基本事务操作
public class TransactionExample { private readonly string _connectionString; public TransactionExample(string connectionString) { _connectionString = connectionString; } // 基本事务操作 public void BasicTransactionExample() { using var connection = new SqliteConnection(_connectionString); connection.Open(); using var transaction = connection.BeginTransaction(); try { // 创建命令并关联事务 using var command = connection.CreateCommand(); command.Transaction = transaction; // 执行多个相关操作 command.CommandText = "INSERT INTO Users (Name, Email) VALUES (@name, @email)"; command.Parameters.AddwithValue("@name", "张三"); command.Parameters.AddWithValue("@email", "zhangsan@example.com"); command.ExecuteNonQuery(); command.Parameters.Clear(); command.CommandText = "INSERT INTO UserProfiles (UserId, Age) VALUES (last_insert_rowid(), @age)"; command.Parameters.AddWithValue("@age", 25); command.ExecuteNonQuery(); // 提交事务 transaction.Commit(); Console.WriteLine("事务成功提交"); } catch (Exception ex) { // 回滚事务 transaction.Rollback(); Console.WriteLine($"事务回滚: {ex.Message}"); throw; } } }
高级事务控制
public class AdvancedTransactionControl { private readonly string _connectionString; public AdvancedTransactionControl(string connectionString) { _connectionString = connectionString; } // 设置事务隔离级别 public void TransactionWithIsolationLevel() { using var connection = new SqliteConnection(_connectionString); connection.Open(); // SQLite 支持的隔离级别 using var transaction = connection.BeginTransaction(IsolationLevel.Serializable); try { var command = connection.CreateCommand(); command.Transaction = transaction; // 执行业务逻辑 command.CommandText = "UPDATE Accounts SET Balance = Balance - 100 WHERE Id = 1"; int affected = command.ExecuteNonQuery(); if (affected == 0) { throw new InvalidOperationException("账户不存在或余额不足"); } command.CommandText = "UPDATE Accounts SET Balance = Balance + 100 WHERE Id = 2"; command.ExecuteNonQuery(); transaction.Commit(); } catch { transaction.Rollback(); throw; } } // 嵌套事务(保存点) public void SavepointExample() { using var connection = new SqliteConnection(_connectionString); connection.Open(); using var mainTransaction = connection.BeginTransaction(); try { var command = connection.CreateCommand(); command.Transaction = mainTransaction; // 主要操作 javascript command.CommandText = "INSERT INTO Orders (CustomerId, Amount) VALUES (1, 100)"; command.ExecuteNonQuery(); // 创建保存点 command.CommandText = "SAVEPOINT sp1"; command.ExecuteNonQuery(); try { // 可能失败的操作 command.CommandText = "INSERT INTO OrderDetails (OrderId, ProductId) VALUES (last_insert_rowid(), 999)"; command.ExecuteNonQuery(); } catch { // 回滚到保存点 command.CommandText = "ROLLBACK TO sp1"; command.ExecuteNonQuery(); // 执行替代操作 command.CommandText = "INSERT INTO OrderDetails (OrderId, ProductId) VALUES (last_insert_rowid(), 1)"; command.ExecuteNonQuery(); } // 释放保存点 command.CommandText = "RELEASE sp1"; command.ExecuteNonQuery(); mainTransaction.Commit(); } catch { mainTransaction.Rollback(); throw; } } }
事务性业务逻辑封装
public class BankingService { private readonly string _connectionString; public BankingService(string connectionString) { _connectionString = connectionString; } // 转账操作 - 事务应用实例 public async Task<bool> TransferMoney(int froMACcountId, int toAccountId, decimal amount) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { // 检查源账户余额 decimal sourceBalance = await GetAccountBalance(connection, transaction, fromAccountId); if (sourceBalance < amount) { throw new InvalidOperationException("余额不足"); } // 从源账户扣款 await UpdateAccountBalance(connection, transaction, fromAccountId, -amount); // 向目标账户加款 await UpdateAccountBalance(connection, transaction, toAccountId, amount); // 记录转账历史 await RecordTransferHistory(connection, transaction, fromAccountId, toAccountId, amount); await transaction.CommitAsync(); return true; } catch (Exception ex) { await transaction.RollbackAsync(); Console.WriteLine($"转账失败: {ex.Message}"); return false; } } private async Task<decimal> GetAccountBalance(SqliteConnection connection, SqliteTransaction transaction, int accountId) { using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = "SELECT Balance FROM Accounts WHERE Id = @id FOR UPDATE"; // 行锁定 command.Parameters.AddWithValue("@id", accountId); var result = await command.ExecuteScalarAsync(); return result != null ? Convert.ToDecimal(result) : 0; } private async Task UpdateAccountBalance(SqliteConnection connection, SqliteTransaction transaction, int accountId, decimal amount) { using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = "UPDATE Accounts SET Balance = Balance + @amount WHERE Id = @id"; command.Parameters.AddWithValue("@amount", amount); command.Parameters.AddWithValue("@id", accountId); int affected = await command.ExecuteNonQueryAsync(); if (affected == 0) { throw new InvalidOperationException($"账户 {accountId} 不存在"); } } private async Task RecordTransferHistory(SqliteConnection connection, SqliteTransaction transaction, int fromAccountId, int toAccountId, decimal amount) { using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = @" INSERT INTO TransferHistory (FromAccountId, ToAccountId, Amount, TransferDate) VALUES (@from, @to, @amount, @date)"; command.Parameters.AddWithValue("@from", fromAccountId); command.Parameters.AddWithValue("@to", toAccountId); command.Parameters.AddWithValue("@amount", amount); command.Parameters.AddWithValue("@date", DateTime.UtcNow); await command.ExecuteNonQueryAsync(); } }
连接管理与连接池
SQLite 连接管理和池化:
public class ConnectionPoolManager { private readonly ConcurrentQueue<SqliteConnection> _connectionPool; private readonly string _connectionString; private readonly int _maxPoolSize; private int _currentPoolSize; public ConnectionPoolManager(string connectionString, int maxPoolSize = 10) { _connectionString = connectionString; _maxPoolSize = maxPoolSize; _connectionPool = new ConcurrentQueue<SqliteConnection>(); _currentPoolSize = 0; } public async Task<SqliteConnection> GetConnectionAsync() { if (_connectionPool.TryDequeue(out var connection)) { if (connection.State == ConnectionState.Open) { return connection; } else { connection.Dispose(); Interlocked.Decrement(ref _currentPoolSize); } } // 创建新连接 connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); Interlocked.Increment(ref _currentPoolSize); return connection; } public void ReturnConnection(SqliteConnection connection) { if (connection.State == ConnectionState.Open && _currentPoolSize <= _maxPoolSize) { _connectionPool.Enqueue(connection); } else { connection.Dispose(); Interlocked.Decrement(ref _currentPoolSize); } } public void Dispose() { while (_connectionPool.TryDequeue(out var connection)) { connection.Dispose(); } } }
批量操作优化
public class BATchOperations { private readonly string _connectionString; public BatchOperations(string connectionString) { _connectionString = connectionString; } // 批量插入优化 public async Task BulkInsertOptimized(List<User> users) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { // 方法1:使用参数化批量插入 using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = "INSERT INTO Users (Name, Email, Age) VALUES (@name, @email, @age)"; var nameParam = command.Parameters.Add("@name", SqliteType.Text); var emailParam = command.Parameters.Add("@email", SqliteType.Text); var ageParam = command.Parameters.Add("@age", SqliteType.Integer); foreach (var user in users) { nameParam.Value = user.Name; emailParam.Value = user.Email; ageParam.Value = user.Age; await command.ExecuteNonQueryAsync(); } await transaction.CommitAsync(); } catch { await transaction.RollbackAsync(); throw; } } // 超大批量插入(分批处理) public async Task BulkInsertLargeDataset(IEnumerable<User> users, int batchSize = 1000) { var userList = users.ToList(); int totalBatches = (int)Math.Ceiling((double)userList.Count / batchSize); for (int batch = 0; batch < totalBatches; batch++) { var batchUsers = userList.Skip(batch * batchSize).Take(batchSize); await BulkInsertOptimized(batchUsers.ToList()); // 可选:报告进度 Console.WriteLine($"处理批次 {batch + 1}/{totalBatches}"); } } // 使用 VALUES 子句批量插入 public async Task BulkInsertWithValues(List<User> users) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { const int batchSize = 500; for (int i = 0; i < users.Count; i += batchSize) { var batch = users.Skip(i).Take(batchSize); var values = new List<string>(); var parameters = new List<SqliteParameter>(); int paramIndex = 0; foreach (var user in batch) { values.Add($"(@name{paramIndex}, @email{paramIndex}, @age{paramIndex})"); parameters.Add(new SqliteParameter($"@name{paramIndex}", user.Name)); parameters.Add(new SqliteParameter($"@email{paramIndex}", user.Email)); parameters.Add(new SqliteParameter($"@age{paramIndex}", user.Age)); paramIndex++; } using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = $"INSERT INTO Users (Name, Email, Age) VALUES {string.Join(", ", values)}"; command.Parameters.AddRange(parameters.ToArray()); await command.ExecuteNonQueryAsync(); } await transaction.CommitAsync(); } catch { await transaction.RollbackAsync(); throw; } } }
异步操作
public class AsyncDatabaseoperations { private readonly string _connectionString; public AsyncDatabaseOperations(string connectionString) { _connectionString = connectionString; } // 异步事务操作 public async Task<bool> ProcessOrderAsync(Order order, List<OrderItem> items) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { // 插入订单 long orderId = await InsertOrderAsync(connection, transaction, order); // 并行处理订单项 var tasks = items.Select(item => InsertOrderItemAsync(connection, transaction, orderId, item)); await Task.WhenAll(tasks); // 更新库存 await UpdateInventoryAsync(connection, transaction, items); await transaction.CommitAsync(); return true; } catch (Exception ex) { await transaction.RollbackAsync(); Console.WriteLine($"订单处理失败: {ex.Message}"); return false; } } private async Task<long> InsertOrderAsync(SqliteConnection connection, SqliteTransaction transaction, Order order) { using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = @" INSERT INTO Orders (CustomerId, OrderDate, TotalAmount) VALUES (@customerId, @orderDate, @totalAmount); SELECT last_insert_rowid();"; command.Parameters.AddWithValue("@customerId", order.CustomerId); command.Parameters.AddWithValue("@orderDate", order.OrderDate); command.Parameters.AddWithValue("@totalAmount", order.TotalAmount); var result = await command.ExecuteScalarAsync(); return Convert.ToInt64(result); } private async Task InsertOrderItemAsync(SqliteConnection connection, SqliteTransaction transaction, long orderId, OrderItem item) { using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = @" INSERT INTO OrderItems (OrderId, ProductId, Quantity, UnitPrice) VALUES (@orderId, @productId, @quantity, @unitPrice)"; command.Parameters.AddWithValue("@orderId", orderId); command.Parameters.AddWithValue("@productId", item.ProductId); command.Parameters.AddWithValue("@quantity", item.Quantity); command.Parameters.AddWithValue("@unitPrice", item.UnitPrice); await command.ExecuteNonQueryAsync(); } private async Task UpdateInventoryAsync(SqliteConnection connection, SqliteTransaction transaction, List<OrderItem> items) { using var command = connection.CreateCommand(); command.Transaction = transaction; foreach (var item in items) { command.CommandText = "UPDATE Products SET Stock = Stock - @quantity WHERE Id = @productId"; command.Parameters.Clear(); command.Parameters.AddWithValue("@quantity", item.Quantity); command.Parameters.AddWithValue("@productId", item.ProductId); int affected = await command.ExecuteNonQueryAsync(); if (affected == 0) { throw new InvalidOperationException($"产品 {item.ProductId} 库存更新失败"); } } } }
索引优化
public class IndexOptimization { private readonly string _connectionString; public IndexOptimization(string connectionString) { _connectionString = connectionString; } // 创建和管理索引 public async Task CreateOptimalIndexes() { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); // 单列索引 command.CommandText = "CREATE INDEX IF NOT EXISTS idx_users_email ON Users(Email)"; await command.ExecuteNonQueryAsync(); // 复合索引 command.CommandText = "CREATE INDEX IF NOT EXISTS idx_orders_customer_date ON Orders(CustomerId, OrderDate)"; await command.ExecuteNonQueryAsync(); // 部分索引(条件索引) command.CommandText = "CREATE INDEX IF NOT EXISTS idx_orders_pending ON Orders(OrderDate) WHERE Status = 'Pending'"; await command.ExecuteNonQueryAsync(); // 唯一索引 command.CommandText = "CREATE UNIQUE INDEX IF NOT EXISTS idx_users_username ON Users(Username)"; await command.ExecuteNonQueryAsync(); } // 分析查询性能 public async Task AnalyzeQueryPerformance(string query) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = $"EXPLAIN QUERY PLAN {query}"; using var reader = await command.ExecuteReaderAsync(); Console.WriteLine("查询执行计划:"); while (await reader.ReadAsync()) { Console.WriteLine($"ID: {reader[0]}, Parent: {reader[1]}, NotUsed: {reader[2]}, Detail: {reader[3]}"); } } // 索引使用统计 public async Task GetIndexStatistics() { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = @" SELECT name, sql FROM sqlite_master WHERE type = 'index' AND sql IS NOT NULL ORDER BY name"; using var reader = await command.ExecuteReaderAsync(); Console.WriteLine("数据库索引列表:"); while (await reader.ReadAsync()) { Console.WriteLine($"索引: {reader["name"]}, SQL: {reader["sql"]}"); } } }
锁机制与并发控制
public class ConcurrencyControl { private readonly string _connectionString; private readonly SemaphoreSlim _semaphore; public ConcurrencyControl(string connectionString, int maxConcurrentConnections = 5) { _connectionString = connectionString; _semaphore = new SemaphoreSlim(maxConcurrentConnections, maxConcurrentConnections); } // 悲观锁实现 public async Task<bool> UpdateWithPessimisticLock(int userId, string newEmail) { await _semaphore.WaitAsync(); try { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(IsolationLevel.Serializable); try { // 查询并锁定行 using var selectCommand = connection.CreateCommand(); selectCommand.Transaction = transaction; selectCommand.CommandTextjavascript = "SELECT Email, Version FROM Users WHERE Id = @id"; selectCommand.Parameters.AddWithValue("@id", userId); using var reader = await selectCommand.ExecuteReaderAsync(); if (!await reader.ReadAsync()) { return false; } string currentEmail = reader["Email"].ToString(); int currentVersion = Convert.ToInt32(reader["Version"]); reader.Close(); // 模拟业务处理时间 await Task.Delay(100); // 更新数据 using var updateCommand = connection.CreateCommand(); updateCommand.Transaction = transaction; updateCommand.CommandText = @" UPDATE Users SET Email = @email, Version = Version + 1, UpdatedAt = @updatedAt WHERE Id = @id AND Version = @version"; updateCommand.Parameters.AddWithValue("@email", newEmail); updateCommand.Parameters.AddWithValue("@updatedAt", DateTime.UtcNow); updateCommand.Parameters.AddWithValue("@id", userId); updateCommand.Parameters.AddWithValue("@version", currentVersion); int affected = await updateCommand.ExecuteNonQueryAsync(); if (affected > 0) { await transaction.CommitAsync(); return true; } else { await transaction.RollbackAsync(); return false; } } catch { await transaction.RollbackAsync(); throw; } } finally { _semaphore.Release(); } } // 乐观锁实现 public async Task<bool> UpdateWithOptimisticLock(int userId, string newEmail, int expectedVersion) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = @" UPDATE Users SET Email = @email, Version = Version + 1, UpdatedAt = @updatedAt WHERE Id = @id AND Version = @expectedVersion"; command.Parameters.AddWithValue("@email", newEmail); command.Parameters.AddWithValue("@updatedAt", DateTime.UtcNow); command.Parameters.AddWithValue("@id", userId); command.Parameters.AddWithValue("@expectedVersion", expectedVersion); int affected = await command.ExecuteNonQueryAsync(); return affected > 0; } // 分布式锁模拟 public async Task<bool> TryAcquiRedistributedLock(string lockName, TimeSpan expiration) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = @" INSERT OR IGNORE INTO DistributedLocks (LockName, ExpiresAt, CreatedAt) VALUES (@lockName, @expiresAt, @createdAt)"; command.Parameters.AddWithValue("@lockName", lockName); command.Parameters.AddWithValue("@expiresAt", DateTime.UtcNow.Add(expiration)); command.Parameters.AddWithValue("@createdAt", DateTime.UtcNow); int affected = await command.ExecuteNonQueryAsync(); return affected > 0; } public async Task ReleaseLock(string lockName) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = "DELETE FROM DistributedLocks WHERE LockName = @lockName"; command.Parameters.AddWithValue("@lockName", lockName); await command.ExecuteNonQueryAsync(); } }
备份与恢复
public class BackupAndRestore { private readonly string _connectionString; public BackupAndRestore(string connectionString) { _connectionString = connectionString; } // 在线备份 public async Task BackupDatabase(string backupPath) { using var sourceConnection = new SqliteConnection(_connectionString); using var backupConnection = new SqliteConnection($"Data Source={backupPath}"); await sourceConnection.OpenAsync(); await backupConnection.OpenAsync(); // 使用 SQLite 内置备份 API sourceConnection.BackupDatabase(backupConnection, "main", "main"); Console.WriteLine($"数据库备份完成: {backupPath}"); } // 增量备份(通过时间戳) public async Task IncrementalBackup(string backupPath, DateTime lastBackupTime) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); // 导出自上次备份以来的更改 var tables = new[] { "Users", "Orders", "OrderItems" }; var backupData = new Dictionary<string, List<Dictionary<string, object>>>(); foreach (var table in tables) { using var command = connection.CreateCommand(); command.CommandText = $"SELECT * FROM {table} WHERE UpdatedAt > @lastBackup"; command.Parameters.AddWithValue("@lastBackup", lastBackupTime); using var reader = await command.ExecuteReaderAsync(); var tableData = new List<Dictionary<string, object>>(); while (await reader.ReadAsync()) { var row = new Dictionary<string, object>(); for (int i = 0; i < reader.FieldCount; i++) { row[reader.GetName(i)] = reader.GetValue(i); } tableData.Add(row); } backupData[table] = tableData; } // 序列化备份数据 var json = System.Text.Json.JsonSerializer.Serialize(backupData, new JsonSerializerOptions { WriteIndented = true }); await File.WriteAllTextAsync(backupPath, json); Console.WriteLine($"增量备份完成: {backupPath}"); } // 事务日志备份 public async Task BackupWithTransactionLog(string backupPath) { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { // 创建备份点 using var command = connection.CreateCommand(); command.Transaction = transaction; command.CommandText = "INSERT INTO BackupLog (BackupTime, BackupPath, Status) VALUES (@time, @path, 'Started')"; command.Parameters.AddWithValue("@time", DateTime.UtcNow); command.Parameters.AddWithValue("@path", backupPath); await command.ExecuteNonQueryAsync(); // 执行实际备份 await BackupDatabase(backupPath); // 更新备份状态 command.CommandText = "UPDATE BackupLog SET Status = 'Completed' WHERE BackupPath = @path"; await command.ExecuteNonQueryAsync(); await transaction.CommitAsync(); } catch { await transaction.RollbackAsync(); throw; } } // 验证备份完整性 public async Task<bool> ValidateBackup(string backupPath) { try { using var connection = new SqliteConnection($"Data Source={backupPath}"); await connection.OpenAsync(); using var command = connection.CreateCommand(); command.CommandText = "PRAGMA integrity_check"; var result = await command.ExecuteScalarAsync(); return result?.ToString() == "ok"; } catch { return false; } } }
性能优化技巧
public class PerformanceOptimization { private readonly string _connectionString; public PerformanceOptimization(string connectionString) { _connectionString = connectionString; } // 数据库配置优化 public async Task OptimizeDatabasjavascripteSettings() { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); // 设置 WAL 模式(写前日志) command.CommandText = "PRAGMA journal_mode = WAL"; await command.ExecuteNonQueryAsync(); // 设置同步模式 command.CommandText = "PRAGMA synchronous = NORMAL"; await command.ExecuteNonQueryAsync(); // 设置缓存大小(页数) command.CommandText = "PRAGMA cache_size = 10000"; await command.ExecuteNonQueryAsync(); // 设置页面大小 command.CommandText = "PRAGMA page_size = 4096"; await command.ExecuteNonQueryAsync(); // 启用外键约束 command.CommandText = "PRAGMA foreign_keys = ON"; await command.ExecuteNonQueryAsync(); // 设置临时存储 command.CommandText = "PRAGMA temp_store = MEMORY"; await command.ExecuteNonQueryAsync(); Console.WriteLine("数据库性能设置已优化"); } // 查询优化示例 public async Task OptimizedQueries() { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); // 使用参数化查询和适当的索引 using var command = connection.CreateCommand(); // 优化:使用覆盖索引 command.CommandText = @" SELECT UserId, COUNT(*) as OrderCount, SUM(TotalAmount) as TotalSpent FROM Orders WHERE OrderDate BETWEEN @startDate AND @endDate GROUP BY UserId HAVING COUNT(*) > 5 ORDER BY TotalSpent DESC LIMIT 100"; command.Parameters.AddWithValue("@startDate", DateTime.Now.AddMonths(-3)); command.Parameters.AddWithValue("@endDate", DateTime.Now); using var reader = await command.ExecuteReaderAsync(); var results = new List<CustomerSummary>(); while (await reader.ReadAsync()) { results.Add(new CustomerSummary { UserId = reader.GetInt32("编程UserId"), OrderCount = reader.GetInt32("OrderCount"), TotalSpent = reader.GetDecimal("TotalSpent") }); } } // 批量数据处理优化 public async Task OptimizedBatchProcessing<T>(IEnumerable<T> items, Func<T, SqliteCommand, Task> processItem) { const int batchSize = 1000; const int maxConcurrency = Environment.ProcessorCount; var semaphore = new SemaphoreSlim(maxConcurrency); var batches = items.Chunk(batchSize); var tasks = batches.Select(async batch => { await semaphore.WaitAsync(); try { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var transaction = await connection.BeginTransactionAsync(); try { using var command = connection.CreateCommand(); command.Transaction = transaction; foreach (var item in batch) { await processItem(item, command); } await transaction.CommitAsync(); } catch { await transaction.RollbackAsync(); throw; } } finally { semaphore.Release(); } }); await Task.WhenAll(tasks); } // 性能监控 public async Task MonitorPerformance() { using var connection = new SqliteConnection(_connectionString); await connection.OpenAsync(); using var command = connection.CreateCommand(); // 获取数据库统计信息 var stats = new Dictionary<string, object>(); command.CommandText = "PRAGMA page_count"; stats["PageCount"] = await command.ExecuteScalarAsync(); command.CommandText = "PRAGMA page_size"; stats["PageSize"] = await command.ExecuteScalarAsync(); command.CommandText = "PRAGMA cache_size"; stats["CacheSize"] = await command.ExecuteScalarAsync(); command.CommandText = "PRAGMA journal_mode"; stats["JournalMode"] = await command.ExecuteScalarAsync(); Console.WriteLine("数据库性能统计:"); foreach (var stat in stats) { Console.WriteLine($"{stat.Key}: {stat.Value}"); } } }
实体类定义
// 支持类定义 public class User { public int Id { get; set; } public string Name { get; set; } public string Email { get; set; } public string Username { get; set; } public int Age { get; set; } public int Version { get; set; } public DateTime UpdatedAt { get; set; } } public class Order { public int Id { get; set; } public int CustomerId { get; set; } public DateTime OrderDate { get; set; } public decimal TotalAmount { get; set; } public string Status { get; set; } } public class OrderItem { public int Id { get; set; } public int OrderId { get; set; } public int ProductId { get; set; } public int Quantity { get; set; } public decimal UnitPrice { get; set; } } public class CustomerSummary { public int UserId { get; set; } public int OrderCount { get; set; } public decimal TotalSpent { get; set; } }
数据库表结构
-- 创建示例表结构 CREATE TABLE Users ( Id INTEGER PRIMARY KEY AUTOINCREMENT, Name TEXT NOT NULL, Email TEXT UNIQUE NOT NULL, Username TEXT UNIQUE, Age INTEGER, Version INTEGER DEFAULT 0, UpdatedAt DATETIME DEFAULT CURRENT_TIMESTAMP ); CREATE TABLE Orders ( Id INTEGER PRIMARY KEY AUTOINCREMENT, CustomerId INTEGER NOT NULL, OrderDate DATETIME NOT NULL, TotalAmount DECIMAL(10,2) NOT NULL, Status TEXT DEFAULT 'Pending', UpdatedAt DATETIME DEFAULT CURRENT_TIMESTAMP, FOREIGN KEY (CustomerId) REFERENCES Users(Id) ); CREATE TABLE OrderItems ( Id INTEGER PRIMARY KEY AUTOINCREMENT, OrderId INTEGER NOT NULL, ProductId INTEGER NOT NULL, Quantity INTEGER NOT NULL, UnitPrice DECIMAL(10,2) NOT NULL, FOREIGN KEY (OrderId) REFERENCES Orders(Id) ); CREATE TABLE Accounts ( Id INTEGER PRIMARY KEY AUTOINCREMENT, AccountNumber TEXT UNIQUE NOT NULL, Balance DECIMAL(15,2) NOT NULL DEFAULT 0 ); CREATE TABLE TransferHistory ( Id INTEGER PRIMARY KEY AUTOINCREMENT, FromAccountId INTEGER NOT NULL, ToAccountId INTEGER NOT NULL, Amount DECIMAL(15,2) NOT NULL, TransferDate DATETIME NOT NULL, FOREIGN KEY (FromAccountId) REFERENCES Accounts(Id), FOREIGN KEY (ToAccountId) REFERENCES Accounts(Id) ); CREATE TABLE DistributedLocks ( LockName TEXT PRIMARY KEY, ExpiresAt DATETIME NOT NUwww.devze.comLL, CreatedAt DATETIME NOT NULL ); CREATE TABLE BackupLog ( Id INTEGER PRIMARY KEY AUTOINCREMENT, BackupTime DATETIME NOT NULL, BackupPath TEXT NOT NULL, Status TEXT NOT NULL );
总结
本文档详细介绍了 C# 与 SQLite 数据库的高级功能使用,重点包括:
- 事务处理:从基本事务到嵌套事务,涵盖了各种事务控制场景
- 连接管理:连接池化和资源优化
- 批量操作:高效的数据批量处理方法
- 异步编程:现代异步操作模式
- 性能优化:索引、查询优化和系统配置
- 并发控制:悲观锁、乐观锁和分布式锁
- 备份恢复:数据安全和灾难恢复
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