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-- =========================================================
-- MySQL SQL 练习完整脚本
-- 适合直接复制到 MySQL / phpMyAdmin / Navicat / DBeaver 中运行
-- 建议执行方式:
-- 1. 先完整运行「第 1-3 部分」:建库、建表、插入测试数据
-- 2. 再从「第 4 部分」开始,一条一条运行练习 SQL
-- =========================================================
-- =========================================================
-- 第 1 部分:创建练习数据库
-- =========================================================
DROP DATABASE IF EXISTS sql_practice_shop;
CREATE DATABASE sql_practice_shop
DEFAULT CHARACTER SET utf8mb4
DEFAULT COLLATE utf8mb4_unicode_ci;
USE sql_practice_shop;
-- =========================================================
-- 第 2 部分:创建数据表
-- 业务场景:一个简单商城
-- customers 客户表
-- products 产品表
-- orders 订单表
-- order_items 订单明细表
-- =========================================================
DROP TABLE IF EXISTS order_items;
DROP TABLE IF EXISTS orders;
DROP TABLE IF EXISTS products;
DROP TABLE IF EXISTS customers;
CREATE TABLE customers (
id INT AUTO_INCREMENT PRIMARY KEY,
name VARCHAR(100) NOT NULL,
city VARCHAR(80) NOT NULL,
email VARCHAR(160) NOT NULL UNIQUE,
level ENUM('normal', 'vip') NOT NULL DEFAULT 'normal',
created_at DATE NOT NULL
) ENGINE=InnoDB;
CREATE TABLE products (
id INT AUTO_INCREMENT PRIMARY KEY,
name VARCHAR(120) NOT NULL,
category VARCHAR(80) NOT NULL,
price DECIMAL(10, 2) NOT NULL,
stock INT NOT NULL DEFAULT 0,
status ENUM('active', 'inactive') NOT NULL DEFAULT 'active'
) ENGINE=InnoDB;
CREATE TABLE orders (
id INT AUTO_INCREMENT PRIMARY KEY,
customer_id INT NOT NULL,
order_no VARCHAR(40) NOT NULL UNIQUE,
status ENUM('pending', 'paid', 'shipped', 'cancelled') NOT NULL DEFAULT 'pending',
order_date DATE NOT NULL,
note VARCHAR(255),
CONSTRAINT fk_orders_customer
FOREIGN KEY (customer_id) REFERENCES customers(id)
ON UPDATE CASCADE
ON DELETE RESTRICT
) ENGINE=InnoDB;
CREATE TABLE order_items (
id INT AUTO_INCREMENT PRIMARY KEY,
order_id INT NOT NULL,
product_id INT NOT NULL,
quantity INT NOT NULL,
unit_price DECIMAL(10, 2) NOT NULL,
CONSTRAINT fk_order_items_order
FOREIGN KEY (order_id) REFERENCES orders(id)
ON UPDATE CASCADE
ON DELETE CASCADE,
CONSTRAINT fk_order_items_product
FOREIGN KEY (product_id) REFERENCES products(id)
ON UPDATE CASCADE
ON DELETE RESTRICT
) ENGINE=InnoDB;
-- =========================================================
-- 第 3 部分:插入测试数据
-- =========================================================
INSERT INTO customers (name, city, email, level, created_at) VALUES
('Alice Wang', 'Toronto', 'alice@example.com', 'vip', '2024-01-10'),
('Bob Chen', 'Vancouver', 'bob@example.com', 'normal', '2024-02-15'),
('Cindy Li', 'Montreal', 'cindy@example.com', 'vip', '2024-03-20'),
('David Zhang', 'Calgary', 'david@example.com', 'normal', '2024-04-05'),
('Eva Liu', 'Toronto', 'eva@example.com', 'normal', '2024-04-18'),
('Frank Sun', 'Ottawa', 'frank@example.com', 'vip', '2024-05-01');
INSERT INTO products (name, category, price, stock, status) VALUES
('Composite Decking Board', 'Decking', 29.90, 500, 'active'),
('Decking Starter Clip', 'Accessories', 0.45, 3000, 'active'),
('Decking Joist', 'Substructure', 12.50, 800, 'active'),
('Wall Cladding Panel', 'Cladding', 35.80, 260, 'active'),
('Corner Trim', 'Accessories', 8.90, 600, 'active'),
('Old Sample Board', 'Sample', 3.00, 0, 'inactive'),
('Fascia Board', 'Decking', 18.60, 180, 'active'),
('Screw Pack', 'Accessories', 6.50, 1200, 'active');
INSERT INTO orders (customer_id, order_no, status, order_date, note) VALUES
(1, 'SO20240501001', 'paid', '2024-05-01', 'VIP customer'),
(2, 'SO20240503001', 'pending', '2024-05-03', NULL),
(3, 'SO20240505001', 'shipped', '2024-05-05', 'Urgent delivery'),
(1, 'SO20240510001', 'cancelled', '2024-05-10', 'Customer changed plan'),
(5, 'SO20240512001', 'paid', '2024-05-12', NULL),
(6, 'SO20240515001', 'paid', '2024-05-15', 'Repeat customer'),
(4, 'SO20240518001', 'shipped', '2024-05-18', NULL),
(3, 'SO20240520001', 'paid', '2024-05-20', NULL);
INSERT INTO order_items (order_id, product_id, quantity, unit_price) VALUES
(1, 1, 20, 29.90),
(1, 2, 200, 0.45),
(1, 8, 5, 6.50),
(2, 4, 10, 35.80),
(2, 5, 8, 8.90),
(3, 1, 30, 29.90),
(3, 3, 12, 12.50),
(3, 2, 300, 0.45),
(4, 6, 5, 3.00),
(5, 7, 15, 18.60),
(5, 8, 3, 6.50),
(6, 4, 12, 35.80),
(6, 5, 10, 8.90),
(6, 8, 2, 6.50),
(7, 1, 25, 29.90),
(7, 3, 10, 12.50),
(8, 1, 10, 29.90),
(8, 4, 6, 35.80),
(8, 5, 4, 8.90);
-- =========================================================
-- 第 4 部分:基础查询 SELECT
-- =========================================================
-- 4.1 查看所有客户
SELECT *
FROM customers;
-- 4.2 只查询客户姓名、城市、邮箱
SELECT name, city, email
FROM customers;
-- 4.3 查询产品名称、分类、价格,并给字段起别名
SELECT
name AS product_name,
category AS product_category,
price AS unit_price
FROM products;
-- 4.4 查询前 5 个产品
SELECT *
FROM products
LIMIT 5;
-- =========================================================
-- 第 5 部分:条件查询 WHERE
-- =========================================================
-- 5.1 查询 Toronto 的客户
SELECT *
FROM customers
WHERE city = 'Toronto';
-- 5.2 查询 VIP 客户
SELECT *
FROM customers
WHERE level = 'vip';
-- 5.3 查询价格大于 20 的产品
SELECT *
FROM products
WHERE price > 20;
-- 5.4 查询库存大于 0 且状态为 active 的产品
SELECT *
FROM products
WHERE stock > 0
AND status = 'active';
-- 5.5 查询 Decking 或 Accessories 分类的产品
SELECT *
FROM products
WHERE category IN ('Decking', 'Accessories');
-- 5.6 模糊查询:查询名称中包含 Board 的产品
SELECT *
FROM products
WHERE name LIKE '%Board%';
-- 5.7 查询 2024-05-10 之后的订单
SELECT *
FROM orders
WHERE order_date > '2024-05-10';
-- =========================================================
-- 第 6 部分:排序 ORDER BY
-- =========================================================
-- 6.1 产品按价格从低到高排序
SELECT *
FROM products
ORDER BY price ASC;
-- 6.2 产品按库存从高到低排序
SELECT *
FROM products
ORDER BY stock DESC;
-- 6.3 订单先按状态排序,再按日期倒序排序
SELECT *
FROM orders
ORDER BY status ASC, order_date DESC;
-- =========================================================
-- 第 7 部分:聚合函数 COUNT / SUM / AVG / MAX / MIN
-- =========================================================
-- 7.1 统计客户总数
SELECT COUNT(*) AS customer_count
FROM customers;
-- 7.2 统计产品平均价格
SELECT AVG(price) AS average_price
FROM products;
-- 7.3 查询最高产品价格和最低产品价格
SELECT
MAX(price) AS max_price,
MIN(price) AS min_price
FROM products;
-- 7.4 统计所有产品总库存
SELECT SUM(stock) AS total_stock
FROM products;
-- =========================================================
-- 第 8 部分:分组 GROUP BY
-- =========================================================
-- 8.1 按城市统计客户数量
SELECT
city,
COUNT(*) AS customer_count
FROM customers
GROUP BY city
ORDER BY customer_count DESC;
-- 8.2 按产品分类统计产品数量
SELECT
category,
COUNT(*) AS product_count
FROM products
GROUP BY category
ORDER BY product_count DESC;
-- 8.3 按订单状态统计订单数量
SELECT
status,
COUNT(*) AS order_count
FROM orders
GROUP BY status;
-- 8.4 按产品分类统计平均价格
SELECT
category,
AVG(price) AS average_price
FROM products
GROUP BY category
ORDER BY average_price DESC;
-- =========================================================
-- 第 9 部分:HAVING 分组后筛选
-- WHERE 是分组前筛选,HAVING 是分组后筛选
-- =========================================================
-- 9.1 查询客户数量大于 1 的城市
SELECT
city,
COUNT(*) AS customer_count
FROM customers
GROUP BY city
HAVING COUNT(*) > 1;
-- 9.2 查询平均价格大于 10 的产品分类
SELECT
category,
AVG(price) AS average_price
FROM products
GROUP BY category
HAVING AVG(price) > 10;
-- =========================================================
-- 第 10 部分:单表 INSERT / UPDATE / DELETE
-- 注意:建议先 SELECT 确认数据,再 UPDATE 或 DELETE
-- =========================================================
-- 10.1 新增一个客户
INSERT INTO customers (name, city, email, level, created_at)
VALUES ('Grace Yang', 'Toronto', 'grace@example.com', 'normal', CURDATE());
-- 10.2 查看刚新增的客户
SELECT *
FROM customers
WHERE email = 'grace@example.com';
-- 10.3 修改 Grace 的会员等级
UPDATE customers
SET level = 'vip'
WHERE email = 'grace@example.com';
-- 10.4 删除 Grace
DELETE FROM customers
WHERE email = 'grace@example.com';
-- =========================================================
-- 第 11 部分:连接查询 JOIN
-- =========================================================
-- 11.1 查询订单及对应客户信息
SELECT
o.id AS order_id,
o.order_no,
o.status,
o.order_date,
c.name AS customer_name,
c.city
FROM orders o
INNER JOIN customers c ON o.customer_id = c.id
ORDER BY o.order_date DESC;
-- 11.2 查询订单明细,包括订单号、客户、产品、数量、单价
SELECT
o.order_no,
c.name AS customer_name,
p.name AS product_name,
oi.quantity,
oi.unit_price
FROM order_items oi
INNER JOIN orders o ON oi.order_id = o.id
INNER JOIN customers c ON o.customer_id = c.id
INNER JOIN products p ON oi.product_id = p.id
ORDER BY o.order_date DESC, o.order_no;
-- 11.3 计算每条订单明细的小计金额
SELECT
o.order_no,
p.name AS product_name,
oi.quantity,
oi.unit_price,
oi.quantity * oi.unit_price AS line_total
FROM order_items oi
INNER JOIN orders o ON oi.order_id = o.id
INNER JOIN products p ON oi.product_id = p.id;
-- 11.4 查询每个订单的总金额
SELECT
o.order_no,
c.name AS customer_name,
o.status,
SUM(oi.quantity * oi.unit_price) AS order_total
FROM orders o
INNER JOIN customers c ON o.customer_id = c.id
INNER JOIN order_items oi ON o.id = oi.order_id
GROUP BY o.id, o.order_no, c.name, o.status
ORDER BY order_total DESC;
-- 11.5 查询已付款订单的总金额
SELECT
o.order_no,
c.name AS customer_name,
SUM(oi.quantity * oi.unit_price) AS order_total
FROM orders o
INNER JOIN customers c ON o.customer_id = c.id
INNER JOIN order_items oi ON o.id = oi.order_id
WHERE o.status = 'paid'
GROUP BY o.id, o.order_no, c.name
ORDER BY order_total DESC;
-- =========================================================
-- 第 12 部分:LEFT JOIN
-- 用于查询“即使没有关联数据,也显示左表数据”
-- =========================================================
-- 12.1 查询所有客户,以及他们的订单数量
SELECT
c.id,
c.name,
c.city,
COUNT(o.id) AS order_count
FROM customers c
LEFT JOIN orders o ON c.id = o.customer_id
GROUP BY c.id, c.name, c.city
ORDER BY order_count DESC;
-- 12.2 查询没有下过订单的客户
SELECT
c.*
FROM customers c
LEFT JOIN orders o ON c.id = o.customer_id
WHERE o.id IS NULL;
-- 12.3 查询所有产品,以及被购买的次数
SELECT
p.id,
p.name,
p.category,
COUNT(oi.id) AS sold_line_count
FROM products p
LEFT JOIN order_items oi ON p.id = oi.product_id
GROUP BY p.id, p.name, p.category
ORDER BY sold_line_count DESC;
-- =========================================================
-- 第 13 部分:子查询 Subquery
-- =========================================================
-- 13.1 查询价格高于平均价格的产品
SELECT *
FROM products
WHERE price > (
SELECT AVG(price)
FROM products
);
-- 13.2 查询下过订单的客户
SELECT *
FROM customers
WHERE id IN (
SELECT customer_id
FROM orders
);
-- 13.3 查询没有下过订单的客户
SELECT *
FROM customers
WHERE id NOT IN (
SELECT customer_id
FROM orders
);
-- =========================================================
-- 第 14 部分:CASE WHEN 条件判断
-- =========================================================
-- 14.1 根据价格给产品打标签
SELECT
name,
price,
CASE
WHEN price >= 30 THEN 'high'
WHEN price >= 10 THEN 'middle'
ELSE 'low'
END AS price_level
FROM products;
-- 14.2 根据订单状态显示中文状态
SELECT
order_no,
status,
CASE status
WHEN 'pending' THEN '待付款'
WHEN 'paid' THEN '已付款'
WHEN 'shipped' THEN '已发货'
WHEN 'cancelled' THEN '已取消'
ELSE '未知'
END AS status_cn
FROM orders;
-- =========================================================
-- 第 15 部分:日期函数
-- =========================================================
-- 15.1 查询订单日期、年份、月份
SELECT
order_no,
order_date,
YEAR(order_date) AS order_year,
MONTH(order_date) AS order_month
FROM orders;
-- 15.2 按月份统计订单数量
SELECT
DATE_FORMAT(order_date, '%Y-%m') AS order_month,
COUNT(*) AS order_count
FROM orders
GROUP BY DATE_FORMAT(order_date, '%Y-%m')
ORDER BY order_month;
-- 15.3 查询最近 30 天内创建的客户
SELECT *
FROM customers
WHERE created_at >= DATE_SUB(CURDATE(), INTERVAL 30 DAY);
-- =========================================================
-- 第 16 部分:常用业务查询综合练习
-- =========================================================
-- 16.1 查询销售额最高的前 5 个产品
SELECT
p.id,
p.name,
p.category,
SUM(oi.quantity) AS total_quantity,
SUM(oi.quantity * oi.unit_price) AS total_sales
FROM products p
INNER JOIN order_items oi ON p.id = oi.product_id
INNER JOIN orders o ON oi.order_id = o.id
WHERE o.status IN ('paid', 'shipped')
GROUP BY p.id, p.name, p.category
ORDER BY total_sales DESC
LIMIT 5;
-- 16.2 查询每个客户的累计消费金额
SELECT
c.id,
c.name,
c.city,
COALESCE(SUM(oi.quantity * oi.unit_price), 0) AS total_spent
FROM customers c
LEFT JOIN orders o
ON c.id = o.customer_id
AND o.status IN ('paid', 'shipped')
LEFT JOIN order_items oi
ON o.id = oi.order_id
GROUP BY c.id, c.name, c.city
ORDER BY total_spent DESC;
-- 16.3 查询累计消费金额大于 500 的客户
SELECT
c.id,
c.name,
SUM(oi.quantity * oi.unit_price) AS total_spent
FROM customers c
INNER JOIN orders o ON c.id = o.customer_id
INNER JOIN order_items oi ON o.id = oi.order_id
WHERE o.status IN ('paid', 'shipped')
GROUP BY c.id, c.name
HAVING SUM(oi.quantity * oi.unit_price) > 500
ORDER BY total_spent DESC;
-- 16.4 查询每个城市的销售额
SELECT
c.city,
SUM(oi.quantity * oi.unit_price) AS city_sales
FROM customers c
INNER JOIN orders o ON c.id = o.customer_id
INNER JOIN order_items oi ON o.id = oi.order_id
WHERE o.status IN ('paid', 'shipped')
GROUP BY c.city
ORDER BY city_sales DESC;
-- 16.5 查询每个订单的产品种类数和总件数
SELECT
o.order_no,
COUNT(DISTINCT oi.product_id) AS product_type_count,
SUM(oi.quantity) AS total_quantity
FROM orders o
INNER JOIN order_items oi ON o.id = oi.order_id
GROUP BY o.id, o.order_no
ORDER BY total_quantity DESC;
-- =========================================================
-- 第 17 部分:索引练习
-- 数据量小时不明显,但可以理解索引写法
-- =========================================================
-- 17.1 给订单日期添加普通索引
CREATE INDEX idx_orders_order_date ON orders(order_date);
-- 17.2 给订单状态添加普通索引
CREATE INDEX idx_orders_status ON orders(status);
-- 17.3 给产品分类添加普通索引
CREATE INDEX idx_products_category ON products(category);
-- 17.4 使用 EXPLAIN 查看 SQL 执行计划
EXPLAIN
SELECT *
FROM orders
WHERE status = 'paid'
ORDER BY order_date DESC;
-- =========================================================
-- 第 18 部分:事务练习 Transaction
-- 场景:创建订单,同时扣减库存
-- =========================================================
START TRANSACTION;
INSERT INTO orders (customer_id, order_no, status, order_date, note)
VALUES (2, 'SO20240601001', 'paid', CURDATE(), 'Transaction test order');
SET @new_order_id = LAST_INSERT_ID();
INSERT INTO order_items (order_id, product_id, quantity, unit_price)
VALUES
(@new_order_id, 1, 2, 29.90),
(@new_order_id, 8, 1, 6.50);
UPDATE products
SET stock = stock - 2
WHERE id = 1;
UPDATE products
SET stock = stock - 1
WHERE id = 8;
COMMIT;
-- 查看事务执行后的新订单
SELECT
o.order_no,
o.status,
p.name AS product_name,
oi.quantity,
oi.unit_price
FROM orders o
INNER JOIN order_items oi ON o.id = oi.order_id
INNER JOIN products p ON oi.product_id = p.id
WHERE o.order_no = 'SO20240601001';
-- =========================================================
-- 第 19 部分:视图 View
-- =========================================================
DROP VIEW IF EXISTS v_order_summary;
CREATE VIEW v_order_summary AS
SELECT
o.id AS order_id,
o.order_no,
o.status,
o.order_date,
c.name AS customer_name,
c.city,
SUM(oi.quantity * oi.unit_price) AS order_total
FROM orders o
INNER JOIN customers c ON o.customer_id = c.id
INNER JOIN order_items oi ON o.id = oi.order_id
GROUP BY o.id, o.order_no, o.status, o.order_date, c.name, c.city;
-- 查询视图
SELECT *
FROM v_order_summary
ORDER BY order_date DESC;
-- =========================================================
-- 第 20 部分:自己练习题
-- 可以先不要看上面的答案,自己写 SQL
-- =========================================================
-- 练习 1:查询所有 active 状态的产品
-- 练习 2:查询价格在 10 到 30 之间的产品
-- 练习 3:查询每个客户的订单数量
-- 练习 4:查询所有 paid 订单的订单号、客户名、订单日期
-- 练习 5:查询每个产品分类的产品数量和平均价格
-- 练习 6:查询购买过 Composite Decking Board 的客户
-- 练习 7:查询销售额最高的产品
-- 练习 8:查询没有任何订单的客户
-- 练习 9:查询订单金额大于 500 的订单
-- 练习 10:查询每个城市的客户数量和销售额
-- =========================================================
-- 完成
-- =========================================================