MySql数据库复杂查询示例

创建数据库表

复杂查询涉及到了多个表，以下为相应的简化版建表语句示例：

1. 部门表（departments）：

CREATE TABLE departments (
    department_id INT PRIMARY KEY,
    department_name VARCHAR(255) NOT NULL,
    parent_id INT DEFAULT NULL,  -- 可用于自连接查询的外键
    FOREIGN KEY (parent_id) REFERENCES departments(department_id)
);

INSERT INTO departments (department_id, department_name) VALUES
(1, 'IT'), (2, 'HR'), (3, 'Sales'), (4, 'Finance');
-- 对于自连接查询，假设部门IT是Sales的上级
UPDATE departments SET parent_id = 1 WHERE department_name = 'Sales';

2. 员工表（employees）：

CREATE TABLE employees (
    emp_id INT PRIMARY KEY,
    emp_name VARCHAR(255) NOT NULL,
    salary DECIMAL(10, 2) NOT NULL,
    dept_id INT,
    FOREIGN KEY (dept_id) REFERENCES departments(department_id)
);

INSERT INTO employees (emp_id, emp_name, salary, dept_id) VALUES
(1, 'John Doe', 50000, 1),
(2, 'Jane Smith', 60000, 1),
(3, 'Mike Johnson', 70000, 2),
(4, 'Emily Brown', 80000, 3),
(5, 'Tom Wilson', 90000, 4);

3. 客户表（customers）和订单表（orders）：

CREATE TABLE customers (
    customer_id INT PRIMARY KEY,
    customer_name VARCHAR(255) NOT NULL,
    last_purchase DATE
);

CREATE TABLE orders (
    order_id INT PRIMARY KEY,
    customer_id INT,
    order_date DATE,
    status VARCHAR(20),
    FOREIGN KEY (customer_id) REFERENCES customers(customer_id)
);

INSERT INTO customers (customer_id, customer_name) VALUES
(1, 'Customer A'),
(2, 'Customer B');

INSERT INTO orders (order_id, customer_id, order_date, status) VALUES
(1, 1, '2022-01-01', 'Pending'),
(2, 1, '2022-02-01', 'Completed'),
(3, 2, '2022-01-15', 'Pending');

请注意，以上仅为简化的示例，实际数据库设计时应根据具体业务需求进行更详细的字段定义及数据插入。

MySQL数据库复杂查询示例：

1. 子查询（嵌套查询）：

   -- 查询每个部门薪水最高的员工信息
   SELECT d.dept_name, e.emp_name, e.salary 
   FROM departments AS d 
   JOIN employees AS e ON d.dept_id = e.dept_id
   WHERE e.salary = (
       SELECT MAX(salary) 
       FROM employees 
       WHERE dept_id = d.dept_id
   );
   

2. 联合查询（UNION 或 UNION ALL）：

   -- 获取所有在表A和表B中都存在的用户ID
   SELECT user_id FROM table_A
   UNION
   SELECT user_id FROM table_B;
   
   -- 包含重复项的联合查询
   SELECT user_id FROM table_A
   UNION ALL
   SELECT user_id FROM table_B;
   

3. 连接查询（JOIN）：

   -- 使用INNER JOIN获取每个订单对应的客户信息
   SELECT o.order_id, c.customer_name, o.order_date
   FROM orders AS o
   INNER JOIN customers AS c ON o.customer_id = c.customer_id;
   

4. 自连接查询（Self Join）：

   -- 查询某个部门及其所有下属部门的信息
   SELECT t1.department_name AS ParentDept, t2.department_name AS SubDept
   FROM departments AS t1
   LEFT JOIN departments AS t2 ON t2.parent_id = t1.department_id;
   

5. 分组查询与聚合函数：

   -- 按照部门统计平均薪水
   SELECT dept_id, AVG(salary) as avg_salary
   FROM employees
   GROUP BY dept_id;
   
   -- 分组后过滤条件（HAVING）
   SELECT dept_id, COUNT(*) as employee_count
   FROM employees
   GROUP BY dept_id
   HAVING COUNT(*) > 5;
   

6. 窗口函数（OVER clause）：

   -- 对每个部门内的员工薪水进行排名
   SELECT emp_id, salary, dept_id,
       RANK() OVER (PARTITION BY dept_id ORDER BY salary DESC) as rank_in_dept
   FROM employees;
   

7. 多表更新：

   -- 更新订单状态的同时更新对应客户的最后购买日期
   UPDATE orders o
   JOIN (
       SELECT order_id, MAX(order_date) as last_purchase_date
       FROM orders
       GROUP BY customer_id
   ) t ON o.order_id = t.order_id
   SET o.status = 'Completed', c.last_purchase = t.last_purchase_date
   JOIN customers c ON o.customer_id = c.customer_id
   WHERE o.status = 'Pending';
   

以上各示例展示了MySQL中常见的复杂查询类型，实际应用时会根据业务需求选择合适的查询语句组合。