Published on

March 5, 2008

Pros and Cons of Entity-Attribute-Value Model in SQL Server

The Entity-Attribute-Value (EAV) model, also known as name value pair, is a data modeling approach that is widely used in programming contexts. However, its usefulness in relational database design environments is a topic of debate. In this article, we will explore the pros and cons of using the EAV model in SQL Server.

Advantages of EAV Model

There are several advantages to using the EAV model in certain scenarios:

  1. Flexibility: The EAV model allows for the addition of attributes without the need to redesign the database structure. This can be useful when dealing with unknown or complex data attributes.
  2. Data Collection: It can be difficult to determine the attributes of certain types of data, such as complex research data. The EAV model allows for the collection of these attributes, which can then be used for proper data modeling.
  3. Simplified Data Insertion: Inserting data into an EAV table is straightforward, requiring only one or two procedures. This simplifies the database-level complexity.

Disadvantages of EAV Model

Despite its advantages, the EAV model also has several disadvantages:

  1. Difficult Querying: Retrieving and transforming data stored in the EAV model can be challenging. Queries may involve complex logic, such as case statements, sub-queries, and self-joins, which can impact query performance.
  2. Performance Impact: Unless the EAV table is properly partitioned, it can grow rapidly, leading to longer query times. Additionally, indexing the value column can be difficult and may impact inserting and updating operations.
  3. Lack of Constraints: Enforcing business rule constraints and default values for attributes is not possible in the EAV model, as attributes are treated as data.
  4. Data Integrity: Ensuring data integrity can be challenging in the EAV model, as attributes are treated as data rather than being subject to the usual integrity constraints.
  5. Ineffective Storage Design: The value column in the EAV model may need to accommodate a wide range of data types, resulting in inefficient storage design.

Considering the pros and cons of the EAV model, it is clear that there are situations where it may be beneficial, such as when dealing with unknown or complex data attributes. However, for most databases where the majority of attributes are known and tailored to specific purposes, it is generally better to avoid using the EAV model.

In part II of this article, we will delve deeper into design suggestions and share real-world experiences in managing databases using the EAV model.

References:

  1. http://boilerbay.com/infinitydb/forum/?postid=5
  2. http://www.sqlmag.com/Articles/Inde…ArticleID=38656
  3. http://oracle-wtf.blogspot.com/2006/02/eav-returns-concrete-el
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