Index Fragmentation: Definition, Detection, and Impacts

Index Fragmentation: Definition, Detection, and Impacts

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Index Fragmentation: Definition, Detection, and Impacts

Running Kafka streams after dark, diving into genetic code by daylight, and wrestling with Databricks and Tableflow in every spare moment—sleep is optional


Index Fragmentation in SQL

Index fragmentation occurs when the logical order of pages in an index does not match the physical order on the disk. This can lead to inefficient data retrieval and degraded query performance. There are two main types of index fragmentation:

1. Internal Fragmentation

  • Description: This happens when there is unused space within the data pages. It often occurs due to frequent insert, update, and delete operations, which leave gaps in the pages.
  • Impact: Increases the number of pages SQL Server needs to read, leading to slower query performance.
  • Example: If a page is only 70% full due to deletions, it causes internal fragmentation.

2. External Fragmentation

  • Description: This occurs when the logical order of the pages does not match the physical order. Pages are scattered across the disk, causing SQL Server to perform more I/O operations to retrieve data.
  • Impact: Slows down read operations as the disk head has to move more to access the scattered pages.
  • Example: If pages are not stored sequentially on disk, it results in external fragmentation.

Identifying Fragmentation

You can identify index fragmentation using the sys.dm_db_index_physical_stats dynamic management view (DMV) in SQL Server. Here’s a query to check fragmentation levels:

SELECT

dbschemas.name AS 'Schema',

dbtables.name AS 'Table',

dbindexes.name AS 'Index',

indexstats.avg_fragmentation_in_percent,

indexstats.page_count

FROM

sys.dm_db_index_physical_stats (DB_ID(), NULL, NULL, NULL, NULL) AS indexstats

INNER JOIN sys.tables dbtables ON dbtables.object_id = indexstats.object_id

INNER JOIN sys.schemas dbschemas ON dbtables.schema_id = dbschemas.schema_id

INNER JOIN sys.indexes dbindexes ON dbtables.object_id = dbindexes.object_id

WHERE

indexstats.database_id = DB_ID()

ORDER BY

indexstats.avg_fragmentation_in_percent DESC;

Resolving Fragmentation

To resolve index fragmentation, you can use the following methods:

1.    Reorganize Index:

o   Description: This operation defragments the leaf level of the clustered and non-clustered indexes by physically reordering the pages to match the logical order.

o   Command:

o   ALTER INDEX index_name ON table_name REORGANIZE;

2.    Rebuild Index:

o   Description: This operation drops and recreates the index. It removes fragmentation by rebuilding the index from scratch.

o   Command:

o   ALTER INDEX index_name ON table_name REBUILD;

When to Use Each Method

  • Reorganize: Use when fragmentation is low to moderate (typically between 5% and 30%).
  • Rebuild: Use when fragmentation is high (greater than 30%).



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