Skip to content

Find missing indexes using SQL Servers index related DMVs

March 13, 2013

Today, we experienced performance issues with few databases that are hosted on one of our most critical production SQL Server. Upon reviewing the query execution plan and querying index related dynamic management views (DMVs), I noticed the problem is related with potential missing indexes on columns. The index related dynamic management views (DMVs) I queried are as follow:

  • sys.dm_db_missing_index_details — Returns detailed information about missing indexes, including the table, columns used in equality operations, columns used in inequality operations, and columns used in include operations.
  • sys.dm_db_missing_index_group_stats — Returns information about groups of missing indexes, which SQL Server updates with each query execution (not based on query compilation or recompilation).
  • sys.dm_db_missing_index_groups — Returns information about missing indexes contained in a missing index group.

Using these dynamic management views (DMVs), I wrote the following query, which returns the list of possible missing indexes for all SQL Server user databases. The results are ordered by index advantage that helps you to identify how beneficial each index would be, if we create them on the table.

SELECT CAST(SERVERPROPERTY('ServerName') AS [nvarchar](256)) AS [SQLServer],
    db.[database_id] AS [DatabaseID],
    db.[name] AS [DatabaseName],
    id.[object_id] AS [ObjectID],
    id.[statement] AS [FullyQualifiedObjectName],
    id.[equality_columns] AS [EqualityColumns],
    id.[inequality_columns] AS [InEqualityColumns],
    id.[included_columns] AS [IncludedColumns],
    gs.[unique_compiles] AS [UniqueCompiles],
    gs.[user_seeks] AS [UserSeeks],
    gs.[user_scans] AS [UserScans],
    gs.[last_user_seek] AS [LastUserSeekTime],
    gs.[last_user_scan] AS [LastUserScanTime],
    gs.[avg_total_user_cost] AS [AvgTotalUserCost],
    gs.[avg_user_impact] AS [AvgUserImpact],
    gs.[system_seeks] AS [SystemSeeks],
    gs.[system_scans] AS [SystemScans],
    gs.[last_system_seek] AS [LastSystemSeekTime],
    gs.[last_system_scan] AS [LastSystemScanTime],
    gs.[avg_total_system_cost] AS [AvgTotalSystemCost],
    gs.[avg_system_impact] AS [AvgSystemImpact],
    gs.[user_seeks] * gs.[avg_total_user_cost] * (gs.[avg_user_impact] * 0.01) AS [IndexAdvantage],
    'CREATE INDEX [Missing_IXNC_' + OBJECT_NAME(id.[object_id], db.[database_id]) + '_' 
    + REPLACE(REPLACE(REPLACE(ISNULL(id.[equality_columns], ''), ', ', '_'), '[', ''), ']', '') 
    + CASE 
        WHEN id.[equality_columns] IS NOT NULL
            AND id.[inequality_columns] IS NOT NULL
            THEN '_'
        ELSE ''
        END + REPLACE(REPLACE(REPLACE(ISNULL(id.[inequality_columns], ''), ', ', '_'), '[', ''), ']', '') + '_' 
        + LEFT(CAST(NEWID() AS [nvarchar](64)), 5) + ']' + ' ON ' + id.[statement] + ' (' + ISNULL(id.[equality_columns], '') 
        + CASE 
        WHEN id.[equality_columns] IS NOT NULL
            AND id.[inequality_columns] IS NOT NULL
            THEN ','
        ELSE ''
        END + ISNULL(id.[inequality_columns], '') + ')' + ISNULL(' INCLUDE (' + id.[included_columns] + ')', '') AS [ProposedIndex],
    CAST(CURRENT_TIMESTAMP AS [smalldatetime]) AS [CollectionDate]
FROM [sys].[dm_db_missing_index_group_stats] gs WITH (NOLOCK)
INNER JOIN [sys].[dm_db_missing_index_groups] ig WITH (NOLOCK)
    ON gs.[group_handle] = ig.[index_group_handle]
INNER JOIN [sys].[dm_db_missing_index_details] id WITH (NOLOCK)
    ON ig.[index_handle] = id.[index_handle]
INNER JOIN [sys].[databases] db WITH (NOLOCK)
    ON db.[database_id] = id.[database_id]
WHERE id.[database_id] > 4 -- Remove this to see for entire instance
ORDER BY [IndexAdvantage] DESC
OPTION (RECOMPILE);

01
02
03
Obviously these missing indexes are the ones that the SQL Server optimizer identified during query compilation, and these missing index recommendations are specific recommendation targeting a specific query.  Consider submitting your workload and the proposed index to the Database Tuning Advisor for further evaluation that include partitioning, choice of clustered versus non-clustered index, and so on.

For more information about Database Tuning Advisor, see Start and Use the Database Engine Tuning Advisor and Tutorial: Database Engine Tuning Advisor.

About these ads
4 Comments
  1. Very good article. Keep contributing. Thanks.

  2. AHPerez permalink

    Thanks for the article. Like the automatic creation of ProposedIndex text.

  3. Akin permalink

    Good article but tested the scripts on SQL Server 2012 Ent and got no output

    • Thanks for the comment. The output depends on several factors, such as:

      1) It only return rows, if SQL optimiser indentified any missing indexes for your queries.

      2) SQL Server is not recently restarted.

      3) Your index design is perfect.

      There are other reasons, and I will blog on that.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Connecting to %s

Follow

Get every new post delivered to your Inbox.

Join 74 other followers

%d bloggers like this: