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产品变体建模

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我一直在尝试对产品变体进行建模,并认为我可能需要使用EAV . 我可能没有EAV就可以做到这一点,但我担心我可能会错过一些东西 . 这是我的设计:

enter image description here

这是我想要表达的内容:

  • A product 可以具有0或更多 product variants (例如,T恤产品可以具有尺寸和颜色变体) .

  • A product variant 可以有1个或多个 product variant options (例如,大小变体可以是小,中,大) .

  • SKU 由1个或多个 product variant options 组成( product_variant_option_combination 表将包含`product_variant_options的所有可能组合 . 因此,如果有3种尺寸和3种颜色,则会有3 * 3 = 9种组合 - 并且每种组合都会给予自己的SKU和价格) .

  • A product 可以有1个或多个 SKUs .

如果产品没有任何变体,则只需忽略 product_variantsproduct_variant_optionsproduct_variant_option_combinations .

这个设计听起来好吗?我最终会在查询时遇到问题吗?它会扩展吗?它正常化了吗?

UPDATE 1

@Edper:

如果产品可以有0或许多(可选模式)产品变体(例如尺寸,颜色等) . 是否遵循产品变体也可以有0个或多个具有该变体的产品?

我不这么认为 . 像“T恤”这样的产品可能具有“尺寸”变体而另一种产品如“裤子”也可能具有“尺寸”变体,但我认为这只是偶然事件 . 没有必要使“大小”仅显示为一个记录,因为“大小”可能具有不同的上下文 .

我正在处理的产品差异很大,他们必然会有类似命名的变体 .

UPDATE 2:

以下是我如何查看数据的示例:

enter image description here

我已经装了变种 Size 及其相关值 . 我想说清楚这些不被认为是重复数据 . 3种产品的 Size 变体只是偶然的 . 我认为没有必要将其正常化 . 每个产品可以有0个或更多变体 - 我不知道它们 . 我期待"duplicates"(尽管它们不是't really duplicates as they always are in the context of a particular product -- so, Widget 1' s "Size"变体与Widget 2的"Size"变体不同) .

UPDATE 3:

我现在看到,在我的设计中, product 可能有多个相同的 product_variants . 我认为可以通过制作 product_variants 来解决 . product_idproduct_variants . name 复合键 . 这意味着Widget 1只能拥有"Size"变体一次 .

product_variant_options . product_variant_id product_variant_options . name 也需要是一个复合键 .

UPDATE 4:

通过更新我的 product_variant_option_combinations 以包含 product_variant_id (FK到 product_variants . id )并使用 product_variant_option_combinations 强制执行UNIQUE约束 . sku_idproduct_variant_option_combinations . product_variant_id ,我想我能够防止出现一个同时具有"Small"和"Large"的SKU的问题 . 这是正确的吗?

enter image description here

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--
-- Database: `mydb`
--

-- --------------------------------------------------------

--
-- Table structure for table `products`
--

CREATE TABLE IF NOT EXISTS `products` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `name` varchar(45) NOT NULL,
  PRIMARY KEY (`id`)
) ENGINE=InnoDB  DEFAULT CHARSET=utf8 AUTO_INCREMENT=2 ;

--
-- Dumping data for table `products`
--

INSERT INTO `products` (`id`, `name`) VALUES
(1, 'Widget 1');

-- --------------------------------------------------------

--
-- Table structure for table `product_variants`
--

CREATE TABLE IF NOT EXISTS `product_variants` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `product_id` int(11) NOT NULL,
  `name` varchar(45) NOT NULL,
  PRIMARY KEY (`id`),
  UNIQUE KEY `UNIQUE_product_id_name` (`product_id`,`name`)
) ENGINE=InnoDB  DEFAULT CHARSET=utf8 AUTO_INCREMENT=3 ;

--
-- Dumping data for table `product_variants`
--

INSERT INTO `product_variants` (`id`, `product_id`, `name`) VALUES
(2, 1, 'Color'),
(1, 1, 'Size');

-- --------------------------------------------------------

--
-- Table structure for table `product_variant_options`
--

CREATE TABLE IF NOT EXISTS `product_variant_options` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `product_variant_id` int(11) NOT NULL,
  `name` varchar(45) NOT NULL,
  PRIMARY KEY (`id`),
  UNIQUE KEY `UNIQUE_product_variant_id_name` (`product_variant_id`,`name`)
) ENGINE=InnoDB  DEFAULT CHARSET=utf8 AUTO_INCREMENT=5 ;

--
-- Dumping data for table `product_variant_options`
--

INSERT INTO `product_variant_options` (`id`, `product_variant_id`, `name`) VALUES
(2, 1, 'Large'),
(1, 1, 'Small'),
(4, 2, 'Black'),
(3, 2, 'White');

-- --------------------------------------------------------

--
-- Table structure for table `skus`
--

CREATE TABLE IF NOT EXISTS `skus` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `product_id` int(11) NOT NULL,
  `sku` varchar(45) NOT NULL,
  `price` decimal(10,2) NOT NULL,
  PRIMARY KEY (`id`),
  KEY `skus_product_id_products_id_idx` (`product_id`)
) ENGINE=InnoDB  DEFAULT CHARSET=utf8 AUTO_INCREMENT=5 ;

--
-- Dumping data for table `skus`
--

INSERT INTO `skus` (`id`, `product_id`, `sku`, `price`) VALUES
(1, 1, 'W1SSCW', '10.00'),
(2, 1, 'W1SSCB', '10.00'),
(3, 1, 'W1SLCW', '12.00'),
(4, 1, 'W1SLCB', '15.00');

-- --------------------------------------------------------

--
-- Table structure for table `skus_product_variant_options`
--

CREATE TABLE IF NOT EXISTS `skus_product_variant_options` (
  `sku_id` int(11) NOT NULL,
  `product_variant_id` int(11) NOT NULL,
  `product_variant_options_id` int(11) NOT NULL,
  PRIMARY KEY (`sku_id`,`product_variant_options_id`,`product_variant_id`),
  UNIQUE KEY `UNIQUE_sku_id_product_variant_id` (`sku_id`,`product_variant_id`),
  KEY `spvo_product_variant_options_id_pro_idx` (`product_variant_options_id`),
  KEY `spvo_product_variant_id_product_var_idx` (`product_variant_id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8;

--
-- Dumping data for table `skus_product_variant_options`
--

INSERT INTO `skus_product_variant_options` (`sku_id`, `product_variant_id`, `product_variant_options_id`) VALUES
(1, 1, 1),
(2, 1, 1),
(3, 1, 2),
(4, 1, 2),
(1, 2, 3),
(3, 2, 3),
(2, 2, 4),
(4, 2, 4);

--
-- Constraints for dumped tables
--

--
-- Constraints for table `product_variants`
--
ALTER TABLE `product_variants`
  ADD CONSTRAINT `product_variants_product_id_products_id` FOREIGN KEY (`product_id`) REFERENCES `products` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION;

--
-- Constraints for table `product_variant_options`
--
ALTER TABLE `product_variant_options`
  ADD CONSTRAINT `product_variant_options_product_variant_id_product_variants_id` FOREIGN KEY (`product_variant_id`) REFERENCES `product_variants` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION;

--
-- Constraints for table `skus`
--
ALTER TABLE `skus`
  ADD CONSTRAINT `skus_product_id_products_id` FOREIGN KEY (`product_id`) REFERENCES `products` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION;

--
-- Constraints for table `skus_product_variant_options`
--
ALTER TABLE `skus_product_variant_options`
  ADD CONSTRAINT `skus_product_variant_options_sku_id_skus_id` FOREIGN KEY (`sku_id`) REFERENCES `skus` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION,
  ADD CONSTRAINT `spvo_product_variant_options_id_product_variant_options_id` FOREIGN KEY (`product_variant_options_id`) REFERENCES `product_variant_options` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION,
  ADD CONSTRAINT `spvo_product_variant_id_product_variants_id` FOREIGN KEY (`product_variant_id`) REFERENCES `product_variants` (`id`) ON DELETE NO ACTION ON UPDATE NO ACTION;

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1 回答

  • 31

    你可以有一个像这样的设计:

    +---------------+     +-------------------+
     | PRODUCTS      |-----< PRODUCT_VARIANTS  |
     +---------------+     +-------------------+
     | #product_id   |     | #product_id       |
     |  product_name |     | #variant_id       |
     +---------------+     |  sku_id           |
             |             +-------------------+
             |                       |
    +--------^--------+     +--------^--------+
    | PRODUCT_OPTIONS |-----< VARIANT_VALUES  |
    +-----------------+     +-----------------+
    | #product_id     |     | #product_id     |
    | #option_id      |     | #variant_id     |
    +--------v--------+     | #option_id      |
             |              |  value_id       |
    +-----------------+     +--------v--------+
    | OPTIONS         |              |
    +-----------------+              |
    | #option_id      |              |
    |  option_name    |              |
    +-----------------+              |
             |                       |
     +-------^-------+               |
     | OPTION_VALUES |---------------+
     +---------------+
     | #option_id    |
     | #value_id     |
     |  value_name   |
     +---------------+
    

    使用主键,唯一键和外键:

    • 产品

    • PK:product_id

    • 英国:product_name

    • 选项

    • PK:option_id

    • UK:option_name

    • OPTION_VALUES

    • PK:option_id,value_id

    • UK:option_id,value_name

    • FK:option_id REFERENCES OPTIONS(option_id)

    • PRODUCT_OPTIONS

    • PK:product_id,option_id

    • FK:product_id参考产品(product_id)

    • FK:option_id REFERENCES OPTIONS(option_id)

    • PRODUCT_VARIANTS

    • PK:product_id,variant_id

    • 英国:sku_id

    • FK:product_id参考产品(product_id)

    • VARIANT_VALUES

    • PK:product_id,variant_id,option_id

    • FK:product_id,variant_id REFERENCES PRODUCT_VARIANTS(product_id,variant_id)

    • FK:product_id,option_id REFERENCES PRODUCT_OPTIONS(product_id,option_id)

    • FK:option_id,value_id REFERENCES OPTION_VALUES(option_id,value_Id)

    你有:

    • 产品,例如衬衫,跳线,长裤

    • 选项,例如尺寸,颜色,长度

    • OPTION_VALUES例如尺寸 - 小,中,大;颜色 - 红色,白色,蓝色

    • PRODUCT_OPTIONS,例如衬衫 - 尺码,颜色;长裤 - 长度,颜色

    然后,您需要创建一个n维数组,其维数等于产品的选项数 . 数组中的每个元素对应于产品变体 . 每种产品总会至少有一种产品变体;因为产品“as-is”总是存在伪选项

    • PRODUCT_VARIANTS例如衬衫1,衬衫2

    • VARIANT_VALUES例如衬衫1:小红色;衬衫2:小白

    您可能希望进行验证以确保未分配SKU,除非已为与产品关联的所有选项指定了值 .

    根据您如何查看数据的电子表格,您可以在表格中输入数据,如下所示:

    PRODUCTS
    ========
    id  name
    --- --------
    1   Widget 1
    2   Widget 2
    3   Widget 3
    
    PRODUCT_VARIANTS
    ================
    id  product_id name
    --- ---------- ------
    1   1          Size   (Widget 1)
    2   1          Color  (Widget 1)
    3   2          Size   (Widget 2)
    4   3          Class  (Widget 3)
    5   3          Size   (Widget 3)
    
    PRODUCT_VARIANT_OPTIONS
    =======================
    id  product_variant_id name
    --- ------------------ -------------
    1   1                  Small         (Widget 1; Size)
    2   1                  Large         (Widget 1; Size)
    3   2                  White         (Widget 1; Color)
    4   2                  Black         (Widget 1; Color)
    5   3                  Small         (Widget 2; Size)
    6   3                  Medium        (Widget 2; Size)
    7   4                  Amateur       (Widget 3; Class)
    8   4                  Professional  (Widget 3; Class)
    9   5                  Medium        (Widget 3; Size)
    10  5                  Large         (Widget 3; Size)
    
    SKUS
    ====
    id  product_id sku    price
    --- ---------- ------ -----
    1   1          W1SSCW    10 (Widget 1)
    2   1          W1SSCB    10 (Widget 1)
    3   1          W1SLCW    12 (Widget 1)
    4   1          W1SLCB    15 (Widget 1)
    5   2          W2SS     100 (Widget 2)
    6   2          W2SM     100 (Widget 2)
    7   3          W3CASM    50 (Widget 3)
    8   3          W3CASL    50 (Widget 3)
    9   3          W3CPSM   150 (Widget 3)
    10  3          W3CPSL   160 (Widget 3)
    
    PRODUCT_VARIANT_OPTION_COMBINATIONS
    ===================================
    product_variant_option_id sku_id
    ------------------------- ------
    1                         1      (W1SSCW; Size; Small)
    3                         1      (W1SSCW; Color; White)
    1                         2      (W1SSCB; Size; Small)
    4                         2      (W1SSCB; Color; Black)
    2                         3      (W1SLCW; Size; Large)
    3                         3      (W1SLCW;  Color; White)
    2                         4      (W1SLCB; Size; Large)
    4                         4      (W1SLCB; Color; Black)
    5                         5      (W2SS; Size; Small)
    6                         6      (W2SM; Size; Medium)
    7                         7      (W3CASM; Class; Amateur)
    9                         7      (W3CASM; Size; Medium)
    7                         8      (W3CASL; Class; Amateur)
    10                        8      (W3CASL; Size; Large)
    8                         9      (W3CPSM; Class; Professional)
    9                         9      (W3CPSM; Size; Medium)
    8                         10     (W3CPSL; Class; Professional)
    10                        10     (W3CPSL; Size; Large)
    

    您的设计中似乎没有任何内容可以停止添加记录条目(product_variant_option_id:2; sku_id 1),以便SKU W1SSCW现在具有Small和Large选项 . 没有什么可以阻止记录的输入(product_variant_option_id:7; sku_id:1)这样SKU W1SSCW也有选项Amateur .

    根据您如何查看数据的电子表格,您可以在我的表格中输入数据,如下所示:

    PRODUCTS
    ========
    product_id product_name
    ---------- ------------
    1          Widget 1
    2          Widget 2
    3          Widget 3
    
    OPTIONS
    =======
    option_id option_name
    --------- -----------
    1         Size SL
    2         Color
    3         Size SM
    4         Class
    5         Size ML
    
    OPTION_VALUES
    =============
    option_id value_id value_name
    --------- -------- ------------
    1         1        Small        (Size SL)
    1         2        Large        (Size SL)
    2         1        White        (Color)
    2         2        Black        (Color)
    3         1        Small        (Size SM)
    3         2        Medium       (Size SM)
    4         1        Amateur      (Class)
    4         2        Professional (Class)
    5         1        Medium       (Size ML)
    5         2        Large        (Size ML)
    
    PRODUCT_OPTIONS
    ===============
    product_id option_id
    ---------- ---------
    1          1         (Widget 1; Size SL)
    1          2         (Widget 1; Color)
    2          3         (Widget 2; Size SM)
    3          4         (Widget 3; Class)
    3          5         (Widget 4; Size ML)
    
    PRODUCT_VARIANTS
    ================
    product_id variant_id sku_id
    ---------- ---------- ------
    1          1          W1SSCW (Widget 1)
    1          2          W1SSCB (Widget 1)
    1          3          W1SLCW (Widget 1)
    1          4          W1SLCB (Widget 1)
    2          1          W2SS   (Widget 2)
    2          2          W2SM   (Widget 2)
    3          1          W3CASM (Widget 3)
    3          2          W3CASL (Widget 3)
    3          3          W3CPSM (Widget 3)
    3          4          W3CPSL (Widget 3)
    
    VARIANT_VALUES
    ==============
    product_id variant_id option_id value_id
    ---------- ---------- --------- --------
    1          1          1         1        (W1SSCW; Size SL; Small)
    1          1          2         1        (W1SSCW; Color; White)
    1          2          1         1        (W1SSCB; Size SL; Small)
    1          2          2         2        (W1SSCB; Color; Black)
    1          3          1         2        (W1SLCW; Size SL; Large)
    1          3          2         1        (W1SLCW; Color; White)
    1          4          1         2        (W1SLCB; Size SL; Large)
    1          4          2         2        (W1SLCB; Color; Black)
    2          1          3         1        (W2SS; Size SM; Small)
    2          2          3         2        (W2SM; Size SM; Medium)
    3          1          4         1        (W3CASM; Class; Amateur)
    3          1          5         1        (W3CASM; Size ML; Medium)
    3          2          4         1        (W3CASL; Class; Amateur)
    3          2          5         2        (W3CASL; Size ML; Large)
    3          3          4         2        (W3CPSM; Class; Professional)
    3          3          5         1        (W3CPSM; Size ML; Medium)
    3          4          4         2        (W3CPSL; Class; Professional)
    3          4          5         2        (W3CPSL; Size ML; Large)
    

    在我的设计中,您无法输入额外的VARIANT_VALUES记录(product_id:1; variant_id:1; option_id:1; value_id:2) - 因此SKU W1SSC现在具有Small和Large选项 - 由于VARIANT_VALUES上的主键和现有的VARIANT_VALUES记录(product_id:1; variant_id:1; option_id:1; value_id:1) . 在我的设计中,您无法输入VARIANT_VALUES记录(product_id:1; variant_id:1; option_id:4; value_id:1) - 因此SKU W1SSCW也有选项Amateur - 由于外键引用PRODUCT_OPTIONS而缺少记录在此表(product_id:1; option_id:4)中,表示Class是产品Widget 1的有效选项 .

    EDIT :没有PRODUCT_OPTIONS表的设计

    你可以有一个像这样的设计:

    +---------------+     +---------------+
    | PRODUCTS      |-----< PRODUCT_SKUS  |
    +---------------+     +---------------+
    | #product_id   |     | #product_id   |
    |  product_name |     | #sku_id       |
    +---------------+     |  sku          |
            |             |  price        |
            |             +---------------+
            |                     |
    +-------^-------+      +------^------+
    | OPTIONS       |------< SKU_VALUES  |
    +---------------+      +-------------+
    | #product_id   |      | #product_id |
    | #option_id    |      | #sku_id     |
    |  option_name  |      | #option_id  |
    +---------------+      |  value_id   |
            |              +------v------+
    +-------^-------+             |
    | OPTION_VALUES |-------------+
    +---------------+
    | #product_id   |
    | #option_id    |
    | #value_id     |
    |  value_name   |
    +---------------+
    

    使用主键,唯一键和外键:

    • 产品

    • PK:product_id

    • 英国:product_name

    • 选项

    • PK:product_id,option_id

    • UK:product_id,option_name

    • OPTION_VALUES

    • PK:product_id,option_id,value_id

    • UK:product_id,option_id,value_name

    • FK:product-id,option_id REFERENCES OPTIONS(product_id,option_id)

    • PRODUCT_SKUS

    • PK:product_id,sku_id

    • 英国:sku_id

    • FK:product_id参考产品(product_id)

    • SKU_VALUES

    • PK:product_id,sku_id,option_id

    • FK:product_id,sku_id REFERENCES PRODUCT_SKUS(product_id,sku_id)

    • FK:product_id,option_id REFERENCES OPTIONS(product_id,option_id)

    • FK:product_id,option_id,value_id REFERENCES OPTION_VALUES(product_id,option_id,value_id)

    根据您如何查看数据的电子表格,您可以在这些表格中输入数据,如下所示:

    PRODUCTS
    ========
    product_id product_name
    ---------- ------------
    1          Widget 1
    2          Widget 2
    3          Widget 3
    
    OPTIONS
    =======
    product_id option_id option_name
    ---------- --------- -----------
    1          1         Size        (Widget 1)
    1          2         Color       (Widget 1)
    2          1         Size        (Widget 2)
    3          1         Class       (Widget 3)
    3          2         Size        (Widget 3)
    
    OPTION_VALUES
    =============
    product_id option_id value_id value_name
    ---------- --------- -------- ------------
    1          1         1        Small        (Widget1; Size)
    1          1         2        Large        (Widget1; Size)
    1          2         1        White        (Widget1; Color)
    1          2         2        Black        (Widget1; Color)
    2          1         1        Small        (Widget2; Size)
    2          1         2        Medium       (Widget2; Size)
    3          1         1        Amateur      (Widget3; Class)
    3          1         2        Professional (Widget3; Class)
    3          2         1        Medium       (Widget3; Size)
    3          2         2        Large        (Widget3; Size)
    
    PRODUCT_SKUS
    ============
    product_id sku_id sku
    ---------- ------ ------
    1          1      W1SSCW (Widget 1)
    1          2      W1SSCB (Widget 1)
    1          3      W1SLCW (Widget 1)
    1          4      W1SLCB (Widget 1)
    2          1      W2SS   (Widget 2)
    2          2      W2SM   (Widget 2)
    3          1      W3CASM (Widget 3)
    3          2      W3CASL (Widget 3)
    3          3      W3CPSM (Widget 3)
    3          4      W3CPSL (Widget 3)
    
    SKU_VALUES
    ==========
    product_id sku_id option_id value_id
    ---------- ------ --------- --------
    1          1      1         1        (W1SSCW; Size; Small)
    1          1      2         1        (W1SSCW; Color; White)
    1          2      1         1        (W1SSCB; Size; Small)
    1          2      2         2        (W1SSCB; Color; Black)
    1          3      1         2        (W1SLCW; Size; Large)
    1          3      2         1        (W1SLCW; Color; White)
    1          4      1         2        (W1SLCB; Size; Large)
    1          4      2         2        (W1SLCB; Color; Black)
    2          1      1         1        (W2SS; Size; Small)
    2          2      1         2        (W2SM; Size; Medium)
    3          1      1         1        (W3CASM; Class; Amateur)
    3          1      2         1        (W3CASM; Size; Medium)
    3          2      1         1        (W3CASL; Class; Amateur)
    3          2      2         2        (W3CASL; Size; Large)
    3          3      1         2        (W3CPSM; Class; Professional)
    3          3      2         1        (W3CPSM; Size; Medium)
    3          4      1         2        (W3CPSL; Class; Professional)
    3          4      2         2        (W3CPSL; Size; Large)
    

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