场景:针对一些特别的项目,不用中间件,以月为维度进行分表,代码详细设计方案
1. 定义分片策略
首先,定义一个分片策略类,用于决定数据存储在哪个分表中
import java.time.LocalDate;
import java.time.format.DateTimeFormatter;
public class ShardingStrategy {
private static final DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy_MM");
public String getShardId(LocalDate date) {
return date.format(formatter);
}
}
2. 数据库连接管理
创建一个数据库连接管理类,用于管理数据库连接
import java.sql.Connection;
import java.sql.DriverManager;
public class DatabaseManager {
private static Connection connection;
static {
try {
Class.forName("com.mysql.cj.jdbc.Driver");
connection = DriverManager.getConnection("jdbc:mysql://localhost:3306/mydatabase", "user", "password");
} catch (Exception e) {
e.printStackTrace();
}
}
public static Connection getConnection() {
return connection;
}
}
3. 动态创建表
创建一个方法,用于根据当前月份动态创建新的表
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.SQLException;
import java.time.LocalDate;
public class TableCreator {
private ShardingStrategy shardingStrategy = new ShardingStrategy();
public void createTableForMonth(LocalDate date) {
String shardId = shardingStrategy.getShardId(date);
String tableName = "orders_" + shardId;
Connection connection = DatabaseManager.getConnection();
String createTableSQL = "CREATE TABLE IF NOT EXISTS " + tableName + " ("
+ "id BIGINT PRIMARY KEY,"
+ "order_date DATE,"
+ "customer_name VARCHAR(255)"
+ ")";
try (PreparedStatement statement = connection.prepareStatement(createTableSQL)) {
statement.execute();
System.out.println("Table " + tableName + " created successfully.");
} catch (SQLException e) {
e.printStackTrace();
}
}
}
4. 订单操作类
创建一个订单操作类,用于执行具体的数据库操作。这里根据分片策略动态生成表名
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.time.LocalDate;
public class OrderDAO {
private ShardingStrategy shardingStrategy = new ShardingStrategy();
private TableCreator tableCreator = new TableCreator();
public void createOrder(long orderId, LocalDate orderDate, String customerName) {
// 确保表存在
tableCreator.createTableForMonth(orderDate);
String shardId = shardingStrategy.getShardId(orderDate);
String tableName = "orders_" + shardId;
Connection connection = DatabaseManager.getConnection();
try (PreparedStatement statement = connection.prepareStatement(
"INSERT INTO " + tableName + " (id, order_date, customer_name) VALUES (?, ?, ?)")) {
statement.setLong(1, orderId);
statement.setDate(2, java.sql.Date.valueOf(orderDate));
statement.setString(3, customerName);
statement.executeUpdate();
} catch (SQLException e) {
e.printStackTrace();
}
}
public String getCustomerNameByOrderId(long orderId, LocalDate orderDate) {
String shardId = shardingStrategy.getShardId(orderDate);
String tableName = "orders_" + shardId;
Connection connection = DatabaseManager.getConnection();
try (PreparedStatement statement = connection.prepareStatement(
"SELECT customer_name FROM " + tableName + " WHERE id = ?")) {
statement.setLong(1, orderId);
ResultSet resultSet = statement.executeQuery();
if (resultSet.next()) {
return resultSet.getString("customer_name");
}
} catch (SQLException e) {
e.printStackTrace();
}
return null;
}
}
5. 使用示例
最后,展示如何使用上述类来创建订单和查询订单信息
public class Main {
public static void main(String[] args) {
OrderDAO orderDAO = new OrderDAO();
// 创建订单
orderDAO.createOrder(1, LocalDate.of(2023, 1, 15), "Alice");
orderDAO.createOrder(2, LocalDate.of(2023, 2, 20), "Bob");
orderDAO.createOrder(3, LocalDate.of(2023, 3, 10), "Charlie");
// 查询订单
System.out.println("Order ID 1: " + orderDAO.getCustomerNameByOrderId(1, LocalDate.of(2023, 1, 15)));
System.out.println("Order ID 2: " + orderDAO.getCustomerNameByOrderId(2, LocalDate.of(2023, 2, 20)));
System.out.println("Order ID 3: " + orderDAO.getCustomerNameByOrderId(3, LocalDate.of(2023, 3, 10)));
}
}
总结
- 分片策略:根据订单日期决定数据存储在哪个分表中。
- 数据库连接管理:管理数据库连接,所有分表都在同一个数据库中。
- 动态创建表:根据当前月份动态创建新的表。
- 订单操作:执行具体的数据库操作,如插入和查询。通过动态生成表名来实现分表。
- 使用示例:展示如何使用这些类来实现分表功能。
这个方案适用于在同一数据库中按月份进行分表的需求,可以根据实际业务场景进一步扩展和优化。