PostgreSQL部署上之后,经过一段时间的运行,我们比较关心那些SQL运行时间比较长,或者说那些SQL执行的特别慢,拖累的性能,只有找到这些SQL,才能有针对性地对这些SQL进行优化,提升PostgreSQL的性能。
PostgreSQL提供了pg_stat_statements来存储SQL的运行次数,总运行时间,shared_buffer命中次数,shared_buffer read次数等统计信息。
Name
|
Type
|
References
|
Description
|
userid
|
oid
|
.oid
|
OID of user who executed the statement
|
dbid
|
oid
|
.oid
|
OID of database in which the statement was executed
|
query
|
text
|
|
Text of the statement (up to bytes)
|
calls
|
bigint
|
|
Number of times executed
|
total_time
|
double precision
|
|
Total time spent in the statement, in seconds
|
rows
|
bigint
|
|
Total number of rows retrieved or affected by the statement
|
shared_blks_hit
|
bigint
|
|
Total number of shared blocks hits by the statement
|
shared_blks_read
|
bigint
|
|
Total number of shared blocks reads by the statement
|
shared_blks_written
|
bigint
|
|
Total number of shared blocks writes by the statement
|
local_blks_hit
|
bigint
|
|
Total number of local blocks hits by the statement
|
local_blks_read
|
bigint
|
|
Total number of local blocks reads by the statement
|
local_blks_written
|
bigint
|
|
Total number of local blocks writes by the statement
|
temp_blks_read
|
bigint
|
|
Total number of temp blocks reads by the statement
|
temp_blks_written
|
bigint
|
|
Total number of temp blocks writes by the statemen
|
上图表来自PostgreSQL官方文档,注意的一点是,我的PostgreSQL是9.1.9,此时total_time的单位是秒,我观9.2的PostgreSQL的文档,total_time单位已经是毫秒。所以我的参考文献 里面应该用的是9.2,因为外国这位大神默认单位是毫秒。
可以看出,pg_stat_statements统计了SQL的很多信息,方便我们分析SQL的性能。但是这个属于PostgreSQL的扩展,需要修改postgresql.conf,才能使用:
操作步骤如下
1 修改配置文件,并且重启PostgreSQL方能生效
-
#------------------------------------------------------------------------------
-
# PG_STAT_STATEMENTS OPTIONS
-
#------------------------------------------------------------------------------
-
shared_preload_libraries = 'pg_stat_statements'
-
custom_variable_classes = 'pg_stat_statements'
-
pg_stat_statements.max = 1000
-
pg_stat_statements.track = all
2 创建pg_stat_statements扩展
-
CREATE EXTENSION pg_stat_statements;
从此之后,PostgreSQL就能记录SQL的统计信息。
上面的表格虽然丰富,其实我们基本比较关心执行最慢的SQL,如何查看执行最慢的10条SQL?
-
SELECT query, calls, total_time, (total_time/calls) as average ,rows,
-
100.0 * shared_blks_hit /nullif(shared_blks_hit + shared_blks_read, 0) AS hit_percent
-
FROM pg_stat_statements
-
ORDER BY average DESC LIMIT 10;
我在我本地的DB,查找最慢的2条SQL,输出如下:
在我另一台机器上,用pgadmin查看:
统计结果一直都在,重启也不会清零,那么统计结果如何清零重新统计呢?执行下面SQL即可:
-
select pg_stat_statements_reset() ;
找到最耗时的SQL,我们就能针对这些耗时的SQL,查看是否有优化的余地。
参考文献:
1 2 PostgreSQL manual
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