In SQL Server, indexes are crucial for improving query performance by providing a structured way to access data. There are two primary types: clustered and non-clustered.
Clustered Index
- Defines the physical order of the data: A clustered index determines how the rows are physically arranged on disk.
- Can only have one per table: A table can only have one clustered index.
- Impacts data retrieval: Queries that use the clustered index columns are generally faster as they directly access the data.
- Often based on primary key: The primary key is often defined as a clustered index, ensuring data integrity and efficient retrieval.
Non-Clustered Index
- Points to the physical location of data: A non-clustered index contains a list of pointers to the actual data rows.
- Can have multiple per table: A table can have multiple non-clustered indexes.
- Improves query performance: Non-clustered indexes can significantly improve query performance, especially for queries that frequently filter on or join data based on the indexed columns.
Key Differences
Feature | Clustered Index | Non-Clustered Index |
---|---|---|
Physical order | Defines the physical order of data | Points to the physical location |
Number per table | Only one per table | Multiple per table |
Impact on data retrieval | Directly accesses data | Indirectly accesses data |
Typical use | Primary key | Frequently filtered columns |
When to Use Which
- Clustered index: Use for columns that are frequently used in primary key operations or for data retrieval based on the clustered index columns.
- Non-clustered index: Use for columns that are frequently used in filtering or joining operations.
Example: If you have a table Orders
with columns OrderID
, CustomerID
, OrderDate
, and TotalAmount
, you might:
- Create a clustered index on
OrderID
to ensure data integrity and efficient retrieval of orders by ID. - Create non-clustered indexes on
CustomerID
andOrderDate
to improve performance for queries that filter based on these columns.
By understanding the differences between clustered and non-clustered indexes, you can optimize your SQL Server database design for efficient data retrieval and query performance.
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