首页 > 解决方案 > 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:

对于我本可以使用 EAV 的独特属性,但采用了这种方法。

SQL 模式设计 让我在这里解释一下表格:

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?

标签: mysqldatabasedatabase-design

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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