mysql - 电子商务网站的数据库模式设计
问题描述
我正在制作一个电子商务网站并使用 MySQL 来存储数据。
我在下面添加了架构图。请让我知道设计中可能存在的缺陷或可能出现的其他问题。
我正在设计的产品在其表面处理、尺寸方面有很大的变化,并具有其独特的特性。
这是我想要实现的目标:
- 产品 A 可以有 1 种或多种变体。(例如:1.AA(哑光饰面)、AB(木饰面)、AC(油饰面))。
- 每个变体可以有 0 个或多个尺寸,例如 30x40、40x60 等。(例如:AA 可以有 30x40 和 40x60)
- 每个产品都有其独特的属性。(例如:产品A可以有Thickness,产品B可以有Class)
- 产品的 SKU 和价格取决于其所有不同的尺寸、表面处理及其独特的属性。
对于我本可以使用 EAV 的独特属性,但采用了这种方法。
- Brands、Category 和 Collections正是他们所说的。
- base_relation_table是上述 3 个表之间的关系,所有可能的组合。
- 产品(包含所有产品,例如:产品 A,产品 B)和base_relation_table的引用ID以了解它属于哪个组合。它还引用了包含其外观(石头、木纹等)的图案。
- product_option_relation是唯一属性的关系(例如产品 A ID、厚度 ID)
- option_table只包含名称(厚度、等级、印刷技术等)
- option_value包含 option_tables 的所有值(例如:0.7、0.9、Professional、Beginners 等)
- product_variant包含产品的所有变体(例如:AA、AB、AC、BA、BB 等)
- 颜色,光洁度是 1:n 与所有产品变体。(例如:AA 亚光红色,AB 亮白色)
- 维度包含与product_variant的 n:m 关系
- variant_values是所有属性、所有变体和独特属性的组合。
正如我之前提到的 SKU 和价格随着其独特性和变化属性而变化,所以我在这里添加了它。因为在这里我得到了所有的组合。
这是架构代码:
SET @OLD_UNIQUE_CHECKS=@@UNIQUE_CHECKS, UNIQUE_CHECKS=0;
SET @OLD_FOREIGN_KEY_CHECKS=@@FOREIGN_KEY_CHECKS, FOREIGN_KEY_CHECKS=0;
SET @OLD_SQL_MODE=@@SQL_MODE, SQL_MODE='ONLY_FULL_GROUP_BY,STRICT_TRANS_TABLES,NO_ZERO_IN_DATE,NO_ZERO_DATE,ERROR_FOR_DIVISION_BY_ZERO,NO_ENGINE_SUBSTITUTION';
-- -----------------------------------------------------
-- Schema Catelogue
-- -----------------------------------------------------
-- -----------------------------------------------------
-- Schema Catelogue
-- -----------------------------------------------------
CREATE SCHEMA IF NOT EXISTS `Catelogue` DEFAULT CHARACTER SET utf8 ;
USE `Catelogue` ;
-- -----------------------------------------------------
-- Table `Catelogue`.`brands`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`brands` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`brands` (
`ID` VARCHAR(45) NOT NULL,
`b_name` VARCHAR(45) NULL,
`thumbnails` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`categorys`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`categorys` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`categorys` (
`ID` VARCHAR(45) NOT NULL,
`c_name` VARCHAR(45) NULL,
`thumbnails` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`collections`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`collections` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`collections` (
`ID` VARCHAR(45) NOT NULL,
`co_name` VARCHAR(45) NULL,
`thumbnails` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`base_Relation_table`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`base_Relation_table` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`base_Relation_table` (
`ID` INT NOT NULL,
`Brands_ID` VARCHAR(45) NOT NULL,
`Categorys_ID` VARCHAR(45) NOT NULL,
`Collections_ID` VARCHAR(45) NOT NULL,
PRIMARY KEY (`ID`),
INDEX `fk_base_Relation_table_Brands_idx` (`Brands_ID` ASC) VISIBLE,
INDEX `fk_base_Relation_table_Categorys1_idx` (`Categorys_ID` ASC) VISIBLE,
INDEX `fk_base_Relation_table_Collections1_idx` (`Collections_ID` ASC) VISIBLE,
CONSTRAINT `fk_base_Relation_table_Brands`
FOREIGN KEY (`Brands_ID`)
REFERENCES `Catelogue`.`brands` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_base_Relation_table_Categorys1`
FOREIGN KEY (`Categorys_ID`)
REFERENCES `Catelogue`.`categorys` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_base_Relation_table_Collections1`
FOREIGN KEY (`Collections_ID`)
REFERENCES `Catelogue`.`collections` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`pattern`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`pattern` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`pattern` (
`ID` VARCHAR(45) NOT NULL,
`option_name` VARCHAR(45) NOT NULL,
PRIMARY KEY (`ID`),
UNIQUE INDEX `values_UNIQUE` (`option_name` ASC) VISIBLE)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`product`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`product` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`product` (
`ID` INT NOT NULL,
`p_name` VARCHAR(45) NULL,
`Description` VARCHAR(45) NULL,
`base_Relation_table_ID` INT NOT NULL,
`pattern_ID` VARCHAR(45) NOT NULL,
PRIMARY KEY (`ID`),
INDEX `fk_Product_base_Relation_table1_idx` (`base_Relation_table_ID` ASC) VISIBLE,
UNIQUE INDEX `name_UNIQUE` (`p_name` ASC) VISIBLE,
INDEX `fk_Product_pattern1_idx` (`pattern_ID` ASC) VISIBLE,
CONSTRAINT `fk_Product_base_Relation_table1`
FOREIGN KEY (`base_Relation_table_ID`)
REFERENCES `Catelogue`.`base_Relation_table` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_Product_pattern1`
FOREIGN KEY (`pattern_ID`)
REFERENCES `Catelogue`.`pattern` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`colors`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`colors` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`colors` (
`ID` INT NOT NULL,
`color_name` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`option_table`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`option_table` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`option_table` (
`ID` INT NOT NULL,
`option_name` VARCHAR(45) NOT NULL,
PRIMARY KEY (`ID`),
UNIQUE INDEX `values_UNIQUE` (`option_name` ASC) VISIBLE)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`option_values`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`option_values` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`option_values` (
`ID` INT NOT NULL,
`Option_ID` INT NOT NULL,
`value_name` VARCHAR(45) NOT NULL,
PRIMARY KEY (`ID`, `Option_ID`),
UNIQUE INDEX `values_UNIQUE` (`value_name` ASC) VISIBLE,
CONSTRAINT `fk_Option_values_Options1`
FOREIGN KEY (`Option_ID`)
REFERENCES `Catelogue`.`option_table` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`finish`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`finish` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`finish` (
`ID` INT NOT NULL,
`finish_name` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`product_variant`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`product_variant` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`product_variant` (
`Variant_ID` INT NOT NULL,
`Product_ID` INT NOT NULL,
`Finish_ID` INT NOT NULL,
`Colors_ID` INT NOT NULL,
`metadata` VARCHAR(45) NULL,
`thumbnail` VARCHAR(45) NOT NULL DEFAULT '\" \"',
INDEX `fk_ProductDetails_Finish1_idx` (`Finish_ID` ASC) VISIBLE,
INDEX `fk_ProductDetails_Colors1_idx` (`Colors_ID` ASC) VISIBLE,
INDEX `fk_Product_Variant_Product1_idx` (`Product_ID` ASC) VISIBLE,
PRIMARY KEY (`Variant_ID`, `Product_ID`),
CONSTRAINT `fk_ProductDetails_Finish1`
FOREIGN KEY (`Finish_ID`)
REFERENCES `Catelogue`.`finish` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_ProductDetails_Colors1`
FOREIGN KEY (`Colors_ID`)
REFERENCES `Catelogue`.`colors` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_Product_Variant_Product1`
FOREIGN KEY (`Product_ID`)
REFERENCES `Catelogue`.`product` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`product_option_relation`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`product_option_relation` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`product_option_relation` (
`Product_ID` INT NOT NULL,
`Option_ID` INT NOT NULL,
INDEX `fk_Product_Option_Product1_idx` (`Product_ID` ASC) VISIBLE,
INDEX `fk_Product_Option_Options1_idx` (`Option_ID` ASC) VISIBLE,
PRIMARY KEY (`Product_ID`, `Option_ID`),
CONSTRAINT `fk_Product_Option_Product1`
FOREIGN KEY (`Product_ID`)
REFERENCES `Catelogue`.`product` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_Product_Option_Options1`
FOREIGN KEY (`Option_ID`)
REFERENCES `Catelogue`.`option_table` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`dimensions`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`dimensions` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`dimensions` (
`ID` INT NOT NULL,
`dimensions_value` VARCHAR(45) NULL,
PRIMARY KEY (`ID`))
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`dimensions_has_product_variant`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`dimensions_has_product_variant` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`dimensions_has_product_variant` (
`Dimensions_ID` INT NOT NULL,
`Product_ID` INT NOT NULL,
`Variant_ID` INT NOT NULL,
PRIMARY KEY (`Dimensions_ID`, `Product_ID`, `Variant_ID`),
INDEX `fk_Dimensions_has_Product_Variant_Product_Variant1_idx` (`Product_ID` ASC, `Variant_ID` ASC) VISIBLE,
CONSTRAINT `fk_Dimensions_has_Product_Variant_Dimensions1`
FOREIGN KEY (`Dimensions_ID`)
REFERENCES `Catelogue`.`dimensions` (`ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_Dimensions_has_Product_Variant_Product_Variant1`
FOREIGN KEY (`Product_ID` , `Variant_ID`)
REFERENCES `Catelogue`.`product_variant` (`Product_ID` , `Variant_ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
-- -----------------------------------------------------
-- Table `Catelogue`.`variant_value`
-- -----------------------------------------------------
DROP TABLE IF EXISTS `Catelogue`.`variant_value` ;
CREATE TABLE IF NOT EXISTS `Catelogue`.`variant_value` (
`Product_ID` INT NOT NULL,
`Option_ID` INT NOT NULL,
`Value_ID` INT NOT NULL,
`Dimensions_ID` INT NOT NULL,
`Variant_ID` INT NOT NULL,
`price` VARCHAR(45) NOT NULL,
`SKU` VARCHAR(45) NULL,
PRIMARY KEY (`Product_ID`, `Option_ID`, `Value_ID`, `Dimensions_ID`, `Variant_ID`),
INDEX `fk3_option_values_idx` (`Value_ID` ASC, `Option_ID` ASC) VISIBLE,
INDEX `fk2_product_options_idx` (`Product_ID` ASC, `Option_ID` ASC) VISIBLE,
INDEX `fk_variant_value_dimensions_has_product_variant1_idx` (`Dimensions_ID` ASC, `Variant_ID` ASC, `Product_ID` ASC) VISIBLE,
CONSTRAINT `fk2_product_options`
FOREIGN KEY (`Product_ID` , `Option_ID`)
REFERENCES `Catelogue`.`product_option_relation` (`Product_ID` , `Option_ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk3_option_values`
FOREIGN KEY (`Value_ID` , `Option_ID`)
REFERENCES `Catelogue`.`option_values` (`ID` , `Option_ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION,
CONSTRAINT `fk_variant_value_dimensions_has_product_variant1`
FOREIGN KEY (`Dimensions_ID` , `Variant_ID` , `Product_ID`)
REFERENCES `Catelogue`.`dimensions_has_product_variant` (`Dimensions_ID` , `Variant_ID` , `Product_ID`)
ON DELETE NO ACTION
ON UPDATE NO ACTION)
ENGINE = InnoDB;
SET SQL_MODE=@OLD_SQL_MODE;
SET FOREIGN_KEY_CHECKS=@OLD_FOREIGN_KEY_CHECKS;
SET UNIQUE_CHECKS=@OLD_UNIQUE_CHECKS;
有什么我想念的吗?会是规模吗?设计好看吗?
解决方案
它是“过度规范化的”。例如,查看colors
. 您正在用 4 字节整数替换 3 字节“红色”。不节省空间。(好的,“洋红色”占用超过 4 个字节,但不多。)
规范化的另一个目的是更容易更改整个数据集中“红色”的拼写。我认为这不会发生。
所以......有“常见”或“重要”或“常见搜索”属性的列。
对于其他属性,将它们折腾成 JSON 字符串,并使其成为一个名为的列,例如other_attributes
.
尽管您的架构比常见的 EAV 更复杂,但这里讨论了为什么 EAV 很差以及如何处理它:http: //mysql.rjweb.org/doc.php/eav
至于dimensions
,请考虑您将如何处理值或值列表。"30x40,40x60"
我怀疑除了在屏幕上显示该列表之外,您什么也不做。它本质上是不可搜索的。所以唯一实际的事情就是将该字符串放入我建议的 JSON 中。
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