有关查询和执行计划的DMV 从而明确那些SQL要优化
查看被缓存的查询计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
st.text AS [SQL]
, cp.cacheobjtype
, cp.objtype
, COALESCE(DB_NAME(st.dbid),
DB_NAME(CAST(pa.value AS INT))+'*',
'Resource') AS [DatabaseName]
, cp.usecounts AS [Plan usage]
, qp.query_plan
FROM sys.dm_exec_cached_plans cp
CROSS APPLY sys.dm_exec_sql_text(cp.plan_handle) st
CROSS APPLY sys.dm_exec_query_plan(cp.plan_handle) qp
OUTER APPLY sys.dm_exec_plan_attributes(cp.plan_handle) pa
SELECT TOP 20
st.text AS [SQL]
, cp.cacheobjtype
, cp.objtype
, COALESCE(DB_NAME(st.dbid),
DB_NAME(CAST(pa.value AS INT))+'*',
'Resource') AS [DatabaseName]
, cp.usecounts AS [Plan usage]
, qp.query_plan
FROM sys.dm_exec_cached_plans cp
CROSS APPLY sys.dm_exec_sql_text(cp.plan_handle) st
CROSS APPLY sys.dm_exec_query_plan(cp.plan_handle) qp
OUTER APPLY sys.dm_exec_plan_attributes(cp.plan_handle) pa
WHERE pa.attribute = 'dbid' AND st.text LIKE '%这里是查询语句包含的内容%'
结果是:
可以根据查询字段来根据关键字查看缓冲的查询计划。
查看某一查询是如何使用查询计划的
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1)
SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1)
LIKE '%指定查询包含的字段%'
结果是:
查看数据库中跑的最慢的前20个查询以及它们的执行计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
CAST(qs.total_elapsed_time / 1000000.0 AS DECIMAL(28, 2))
AS [Total Duration (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28, 2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST(qs.total_elapsed_time / 1000000.0 / qs.execution_count
AS DECIMAL(28, 2)) AS [Average Duration (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
ORDER BY qs.total_elapsed_time DESC
SELECT TOP 20
CAST(qs.total_elapsed_time / 1000000.0 AS DECIMAL(28, 2))
AS [Total Duration (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28, 2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST(qs.total_elapsed_time / 1000000.0 / qs.execution_count
AS DECIMAL(28, 2)) AS [Average Duration (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
ORDER BY qs.total_elapsed_time DESC
查看数据库中哪个查询最耗费资源有助于你解决问题
被阻塞时间最长的前20个查询以及它们的执行计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
CAST((qs.total_elapsed_time - qs.total_worker_time) /
1000000.0 AS DECIMAL(28,2)) AS [Total time blocked (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28,2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST((qs.total_elapsed_time - qs.total_worker_time) / 1000000.0
/ qs.execution_count AS DECIMAL(28, 2)) AS [Blocking average (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
SELECT TOP 20
CAST((qs.total_elapsed_time - qs.total_worker_time) /
1000000.0 AS DECIMAL(28,2)) AS [Total time blocked (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28,2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST((qs.total_elapsed_time - qs.total_worker_time) / 1000000.0
/ qs.execution_count AS DECIMAL(28, 2)) AS [Blocking average (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
ORDER BY [Total time blocked (s)] DESC
结果如图:
找出这类查询也是数据库调优的必须品
最耗费CPU的前20个查询以及它们的执行计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
CAST((qs.total_worker_time) / 1000000.0 AS DECIMAL(28,2))
AS [Total CPU time (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28,2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST((qs.total_worker_time) / 1000000.0
/ qs.execution_count AS DECIMAL(28, 2)) AS [CPU time average (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
SELECT TOP 20
CAST((qs.total_worker_time) / 1000000.0 AS DECIMAL(28,2))
AS [Total CPU time (s)]
, CAST(qs.total_worker_time * 100.0 / qs.total_elapsed_time
AS DECIMAL(28,2)) AS [% CPU]
, CAST((qs.total_elapsed_time - qs.total_worker_time)* 100.0 /
qs.total_elapsed_time AS DECIMAL(28, 2)) AS [% Waiting]
, qs.execution_count
, CAST((qs.total_worker_time) / 1000000.0
/ qs.execution_count AS DECIMAL(28, 2)) AS [CPU time average (s)]
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
WHERE qs.total_elapsed_time > 0
ORDER BY [Total CPU time (s)] DESC
原理同上,就不上图了
最占IO的前20个查询以及它们的执行计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
[Total IO] = (qs.total_logical_reads + qs.total_logical_writes)
, [Average IO] = (qs.total_logical_reads + qs.total_logical_writes) /
qs.execution_count
, qs.execution_count
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
SELECT TOP 20
[Total IO] = (qs.total_logical_reads + qs.total_logical_writes)
, [Average IO] = (qs.total_logical_reads + qs.total_logical_writes) /
qs.execution_count
, qs.execution_count
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
ORDER BY [Total IO] DESC
结果如图:
能帮助找出占IO的查询
查找被执行次数最多的查询以及它们的执行计划
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT TOP 20
qs.execution_count
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
qs.execution_count
, SUBSTRING (qt.text,(qs.statement_start_offset/2) + 1,
((CASE WHEN qs.statement_end_offset = -1
THEN LEN(CONVERT(NVARCHAR(MAX), qt.text)) * 2
ELSE qs.statement_end_offset
END - qs.statement_start_offset)/2) + 1) AS [Individual Query]
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
, qp.query_plan
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
CROSS APPLY sys.dm_exec_query_plan(qs.plan_handle) qp
ORDER BY qs.execution_count DESC;
结果如图:
可以针对用的最多的查询语句做特定优化。
特定语句的最后运行时间
SET TRANSACTION ISOLATION LEVEL READ UNCOMMITTED
SELECT DISTINCT TOP 20
qs.last_execution_time
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
WHERE qt.text LIKE '%特定语句的部分%'
SELECT DISTINCT TOP 20
qs.last_execution_time
, qt.text AS [Parent Query]
, DB_NAME(qt.dbid) AS DatabaseName
FROM sys.dm_exec_query_stats qs
CROSS APPLY sys.dm_exec_sql_text(qs.sql_handle) as qt
WHERE qt.text LIKE '%特定语句的部分%'
ORDER BY qs.last_execution_time DESC
结果如图: