
{"id":5694,"date":"2024-05-22T07:55:35","date_gmt":"2024-05-22T07:55:35","guid":{"rendered":"https:\/\/test.opensource-db.in\/wp1\/?p=5694"},"modified":"2024-05-29T18:56:12","modified_gmt":"2024-05-29T18:56:12","slug":"unleashing-postgresql-performance-exploring-the-power-of-pg_profile","status":"publish","type":"post","link":"https:\/\/test.opensource-db.in\/wp1\/unleashing-postgresql-performance-exploring-the-power-of-pg_profile\/","title":{"rendered":"Unleashing PostgreSQL Performance: Exploring the Power of pg_profile"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In the evolving landscape of database management, optimizing performance is paramount. For enterprises relying on <code>PostgreSQL<\/code>, a robust monitoring tool can make all the difference. Using the extension <code>pg_profile<\/code> , can be a game changer in the realm of <code>PostgreSQL<\/code> performance tuning. Every millisecond counts, and for PostgreSQL users, navigating the complexities of performance tuning can be daunting. Monitoring and fine-tuning of slow query execution can increase the performance. In this blog , we will delve into the installation, configuration and generating the statistical report using <code>pg_profile<\/code> . <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">pg_profile<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code>pg_profile<\/code> is a extension designed specifically for monitoring and analyzing the performance of PostgreSQL databases. It helps database administrators identify and address performance bottlenecks, optimize queries, and fine-tune configurations to enhance the overall efficiency and responsiveness of PostgreSQL database systems. pg_profile is having some key features like query performance analysis, resource monitoring , index usage analysis and configuration parameter recommendations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Installation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here, we are installing version 4.6 of <code>pg_profile<\/code> and unzip into a folder.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#Installing using wget\n&#91;root@localhost ~]# wget https:\/\/github.com\/zubkov-andrei\/pg_profile\/releases\/download\/4.6\/pg_profile--4.6.tar.gz\n\n#Unzip into a folder\n&#91;root@localhost ~]# tar -xvf pg_profile--4.6.tar.gz --directory \/usr\/pgsql-16\/share\/extension\npg_profile--4.6.sql\npg_profile.control\npg_profile--4.5--4.6.sql\n&#91;root@localhost ~]# cd \/usr\/pgsql-16\/share\/extension\n&#91;root@localhost extension]# ls -ltr\ntotal 1680\n-rw-r--r--. 1 postgres postgres     193 Apr 27 20:10 pg_profile.control\n-rw-r--r--. 1 postgres postgres 1073167 Apr 27 20:10 pg_profile--4.6.sql\n-rw-r--r--. 1 postgres postgres  635910 Apr 27 20:10 pg_profile--4.5--4.6.sql<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Create extension<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><code>pg_profile<\/code> extension depends on extensions&nbsp;<code> plpgsql<\/code>&nbsp;and <code>dblink<\/code>. The only mandatory requirement for server cluster is the ability to connect from <code>pg_profile<\/code> database using provided server connection string. All other requirements are optional, but they can improve completeness of gathered statistics. To check the existence of this extensions , <\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;root@localhost extension]# yum install postgresql16-contrib\n\n#Login in to psql and create extensions\npostgres=# create extension dblink;\nCREATE EXTENSION\npostgres=# create extension pg_stat_statements;\nCREATE EXTENSION\npostgres=# create extension pg_profile;\nCREATE EXTENSION\npostgres=# \\dx\n                                            List of installed extensions\n        Name        | Version |   Schema   |                              Description                               \n--------------------+---------+------------+------------------------------------------------------------------------\n dblink             | 1.2     | public     | connect to other PostgreSQL databases from within a database\n pg_profile         | 4.6     | public     | PostgreSQL load profile repository and report builder\n pg_stat_statements | 1.10    | public     | track planning and execution statistics of all SQL statements executed\n plpgsql            | 1.0     | pg_catalog | PL\/pgSQL procedural language<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Configuration<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We need to update few parameters in <code>postgresql.conf<\/code> file . <\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>shared_preload_libraries = 'pg_stat_statements'\npg_stat_statements.max = 20000\npg_stat_statements.track = top\n\n#Restart the server<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">To know the objects in <code>pg_profile<\/code> , use the command <code>\\dx+ pg_profile;<\/code> . It would display all the objects in the extension, including functions, tables and views.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Generating the statistical report<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To generate the statistical report , we need to know the list of servers in pg_profile.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#To know the servers list in pg_profile \npostgres=# select * from show_servers() ;\n server_name |          connstr          | enabled | max_sample_age | description \n-------------+---------------------------+---------+----------------+-------------\n local       | dbname=postgres port=5432 | t       |                | \n(1 row)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">As a default , there is a local server. In order the generate the report , we need to take samples at regular intervals. We can then generate a report in-between those samples.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># To take samples\n\n\npostgres=# select * from take_sample();\n server | result |   elapsed   \n--------+--------+-------------\n local  | OK     | 00:00:01.38\n(1 row)\n\n#To view samples taken\npostgres=# select * from show_samples();\n sample |        sample_time        | sizes_collected | dbstats_reset | clustats_reset | archstats_reset \n--------+---------------------------+-----------------+---------------+----------------+-----------------\n      1 | 2024-05-17 00:38:59+05:30 | t               |               |                | \n      2 | 2024-05-17 00:40:01+05:30 | t               |               |                | \n      3 | 2024-05-17 00:40:06+05:30 | t               |               |                | \n      4 | 2024-05-17 00:43:51+05:30 | t               |               |                | \n(4 rows)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Here , We have taken four samples . We can generate the report in between these samples. For example , between 1-2,1-3 ,1-4 ,2-3 ,2-4 &amp; 3-4 .<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#To generate a report in html\n\n&#91;postgres@localhost ~]$ psql -Aqtc \"SELECT get_report('local',1,2)\" -o Report.html\n&#91;postgres@localhost ~]$ ls -ltr\ntotal 348\ndrwx------. 4 postgres postgres     51 May 15 07:25 16\n-rw-r--r--. 1 postgres postgres 350993 May 17 00:56 Report.html<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">On viewing the generated html report,  we can find SQL query statistics ,schema object statistics ,user function statistics and vacuum related statistics.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Summary <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To summarize &#8211; in the current landscape of database management , it is important to monitor and optimize the database performance. In this post, we have introduced you to pg_profile, a game-changing tool tailored specifically for PostgreSQL performance monitoring. We&#8217;ve delved into its features, installation process, and seamless integration with existing PostgreSQL infrastructures, setting the stage for an immersive exploration of its capabilities.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Thank you and Stay tuned for more&#8230;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction In the evolving landscape of database management, optimizing performance is paramount. 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