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How to Effectively Model Product Variants in a Database?

Linda Hamilton
Release: 2024-12-02 19:22:10
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How to Effectively Model Product Variants in a Database?

Modeling Product Variants

Many applications involve products that may vary slightly along one or more dimensions. For example, you might have a product that is a "T-shirt", but comes in different sizes (small, medium, large) and colors (white, blue, red).

One way to model this in a database is to use the Entity-Attribute-Value (EAV) pattern, which is essentially just a big table where each row represents an attribute of an entity, and the value of that attribute. However, EAV can be inefficient and difficult to query, so it's not always the best solution.

Another option is to use a more normalized schema, where each attribute of an entity has its own table. For example, you could have a PRODUCTS table, a PRODUCT_VARIANTS table, and a PRODUCT_VARIANT_OPTIONS table, as well as a SKUS table to track the SKUs of each product variant, like so:

PRODUCTS
========
id | product_name
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PRODUCT_VARIANTS
================
id | product_id | name
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PRODUCT_VARIANT_OPTIONS
=======================
id | product_variant_id | name
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SKUS
====
id | product_id | sku | price
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With this schema, you can represent the following data:

PRODUCTS
========
1 | Widget 1
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PRODUCT_VARIANTS
================
1 | 1 | Size
2 | 1 | Color
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PRODUCT_VARIANT_OPTIONS
=======================
1 | 1 | Small
2 | 1 | Large
3 | 2 | White
4 | 2 | Black
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SKUS
====
1 | 1 | W1SSCW | 10
2 | 1 | W1SSCB | 10
3 | 1 | W1SLCW | 12
4 | 1 | W1SLCB | 15
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This schema allows you to easily query for products and their variants, and to track the SKUs and prices of each variant. It is also more efficient than EAV, as it avoids the need to store duplicate data.

However, one potential downside of this schema is that it can be more difficult to add new attributes to products. For example, if you wanted to add a new attribute called "Material", you would need to create a new PRODUCT_VARIANT_OPTIONS table and add new rows for it. This can be a lot of work, especially if you have a large number of products.

Overall, this schema is a good option for modeling product variants, especially if you have a relatively small number of attributes and don't anticipate needing to add new attributes often. If you have a large number of attributes or anticipate needing to add new attributes often, you may want to consider using EAV instead.

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