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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