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pg_stat_monitor

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pg_stat_monitor 2.1.0
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Abstract
PostgreSQL Query Performance Monitoring Tool
Description
pg_stat_monitor is a PostgreSQL Query Performance Monitoring tool, based on PostgreSQL's contrib module pg_stat_statements. PostgreSQL’s pg_stat_statements provides the basic statistics, which is sometimes not enough. The major shortcoming in pg_stat_statements is that it accumulates all the queries and their statistics and does not provide aggregated statistics nor histogram information. In this case, a user would need to calculate the aggregates, which is quite an expensive operation.
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percona
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PostgreSQL
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pg_stat_monitor 2.1.0
PostgreSQL Query Performance Monitoring Tool

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pg_stat_monitor: Query Performance Monitoring Tool for PostgreSQL

Table of Contents

Overview

NOTE: The latest stable releases can be found underneath Releases.

The pg_stat_monitor is a Query Performance Monitoring tool for PostgreSQL. It attempts to provide a more holistic picture by providing much-needed query performance insights in a single view.

pg_stat_monitor provides improved insights that allow database users to understand query origins, execution, planning statistics and details, query information, and metadata. This significantly improves observability, enabling users to debug and tune query performance. pg_stat_monitor is developed on the basis of pg_stat_statements as its more advanced replacement.

While pg_stat_statements provides ever-increasing metrics, pg_stat_monitor aggregates the collected data, saving user efforts for doing it themselves. pg_stat_monitor stores statistics in configurable time-based units – buckets. This allows focusing on statistics generated for shorter time periods and makes query timing information such as max/min/mean time more accurate.

NOTE: Because of these differences in data processing, memory blocks and WAL (Write Ahead Logs) related statistics data are displayed inconsistently when both pg_stat_monitor and pg_stat_statements are used together.

To learn about other features, available in pg_stat_monitor, see the Features section and the User Guide.

pg_stat_monitor supports PostgreSQL versions 11 and above. It is compatible with both PostgreSQL provided by PostgreSQL Global Development Group (PGDG) and Percona Distribution for PostgreSQL.

The RPM (for RHEL and CentOS) and the DEB (for Debian and Ubuntu) packages are available from Percona repositories for PostgreSQL versions 12, 13, 14, 15, 16 and 17.

The RPM packages are also available in the official PostgreSQL (PGDG) yum repositories.

Supported versions

The pg_stat_monitor should work on the latest version of both Percona Distribution for PostgreSQL and PostgreSQL, but is only tested with these versions:

| Distribution | Version | Provider | | –––––––– | ————— | ———— | |Percona Distribution for PostgreSQL| 12, 13, 14, 15, 16 and 17| Percona| | PostgreSQL | 12, 13, 14, 15, 16 and 17 | PostgreSQL Global Development Group (PGDG) |

Features

pg_stat_monitor simplifies query observability by providing a more holistic view of query from performance, application and analysis perspectives. This is achieved by grouping data in configurable time buckets that allow capturing of load and performance information for smaller time windows. So performance issues and patterns can be identified based on time and workload.

  • Time Interval Grouping: Instead of supplying one set of ever-increasing counts, pg_stat_monitor computes stats for a configured number of time intervals - time buckets. This allows for much better data accuracy, especially in the case of high resolution or unreliable networks.
  • Multi-Dimensional Grouping: While pg_stat_statements groups counters by userid, dbid, queryid, pg_stat_monitor uses a more detailed group for higher precision. This allows a user to drill down into the performance of queries.
  • Capture Actual Parameters in the Queries: pg_stat_monitor allows you to choose if you want to see queries with placeholders for parameters or actual parameter data. This simplifies debugging and analysis processes by enabling users to execute the same query.
  • Query Plan: Each SQL is now accompanied by its actual plan that was constructed for its execution. That’s a huge advantage if you want to understand why a particular query is slower than expected.
  • Tables Access Statistics for a Statement: This allows us to easily identify all queries that accessed a given table. This set is at par with the information provided by the pg_stat_statements.
  • Histogram: Visual representation is very helpful as it can help identify issues. With the help of the histogram function, one can now view a timing/calling data histogram in response to an SQL query. And yes, it even works in psql.

Documentation

The following are useful links in pg_stat_monitor documentation:

  1. User guide
  2. Comparing pg_stat_monitor and pg_stat_statements
  3. pg_stat_monitor view reference
  4. Release notes
  5. Contributing guide

Supported platforms

The PostgreSQL YUM repository supports pg_stat_monitor for all supported versions for the following platforms:

  • Red Hat Enterprise/Rocky/CentOS/Oracle Linux 7, 8 and 9
  • Fedora 33 and 34

Find the list of supported platforms for pg_stat_monitor within Percona Distribution for PostgreSQL on the Percona Release Lifecycle Overview page.

Installation guidelines

You can install pg_stat_monitor from the following sources:

Installing from Percona repositories

To install pg_stat_monitor from Percona repositories, you need to use the percona-release repository management tool.

  1. Install percona-release following the instructions relevant to your operating system
  2. Enable Percona repository:
percona-release setup ppg-XX

Replace XX with the desired PostgreSQL version. For example, to install pg_stat_monitor for PostgreSQL 17, specify ppg-17.

  1. Install pg_stat_monitor package
    • For Debian and Ubuntu: 
      apt-get install percona-pg-stat-monitor17
    • For RHEL and CentOS: 
      yum install percona-pg-stat-monitor17

Installing from PostgreSQL yum repositories

Install the PostgreSQL repositories following the instructions in the Linux downloads (Red Hat family) chapter in PostgreSQL documentation.

Install pg_stat_monitor:

dnf install -y pg_stat_monitor_<VERSION>

Replace the VERSION variable with the PostgreSQL version you are using (e.g. specify pg_stat_monitor_17 for PostgreSQL 17)

Installing from PGXN

You can install pg_stat_monitor from PGXN (PostgreSQL Extensions Network) using the PGXN client.

Use the following command:

pgxn install pg_stat_monitor

Installing from Trunk

You can install pg_stat_monitor from Trunk (A PostgreSQL Extensions Registry) using the Trunk CLI.

Use the following command:

trunk install pg_stat_monitor

Configuration

You can find the configuration parameters of the pg_stat_monitor extension in the pg_settings view. To change the default configuration, specify new values for the desired parameters using the GUC (Grant Unified Configuration) system. To learn more, refer to the Configuration parameters section of the documentation.

Setup

You can enable pg_stat_monitor when your postgresql instance is not running.

pg_stat_monitor needs to be loaded at the start time. The extension requires additional shared memory; therefore, add the pg_stat_monitor value for the shared_preload_libraries parameter and restart the postgresql instance.

Use the ALTER SYSTEMcommand from psql terminal to modify the shared_preload_libraries parameter.

ALTER SYSTEM SET shared_preload_libraries = 'pg_stat_monitor';

NOTE: If you’ve added other modules to the shared_preload_libraries parameter (for example, pg_stat_statements), list all of them separated by commas for the ALTER SYSTEM command.

:warning: For PostgreSQL 13 and earlier versions,pg_stat_monitor must follow pg_stat_statements. For example, ALTER SYSTEM SET shared_preload_libraries = 'foo, pg_stat_statements, pg_stat_monitor'.

In PostgreSQL 14, you can specify pg_stat_statements and pg_stat_monitor in any order. However, due to the extensions’ architecture, if both pg_stat_statements and pg_stat_monitor are loaded, only the last listed extension captures utility queries, CREATE TABLE, Analyze, etc. The first listed extension captures most common queries like SELECT, UPDATE, INSERT, but does not capture utility queries.

Thus, to collect the whole statistics with pg_stat_monitor, we recommend to specify the extensions as follows: ALTER SYSTEM SET shared_preload_libraries = ‘pg_stat_statements, pg_stat_monitor’.

Start or restart the postgresql instance to apply the changes.

  • On Debian and Ubuntu:
sudo systemctl restart postgresql.service
  • On Red Hat Enterprise Linux and CentOS:
sudo systemctl restart postgresql-17

Create the extension using the CREATE EXTENSION command. Using this command requires the privileges of a superuser or a database owner. Connect to psql as a superuser for a database and run the following command:

CREATE EXTENSION pg_stat_monitor;

This allows you to see the stats collected by pg_stat_monitor.

By default, pg_stat_monitor is created for the postgres database. To access the statistics from other databases, you need to create the extension for every database.

-- Select some of the query information, like client_ip, username and application_name etc.

postgres=# SELECT application_name, userid AS user_name, datname AS database_name, substr(query,0, 50) AS query, calls, client_ip
           FROM pg_stat_monitor;
 application_name | user_name | database_name |                       query                       | calls | client_ip
------------------+-----------+---------------+---------------------------------------------------+-------+-----------
 psql             | vagrant   | postgres      | SELECT application_name, userid::regrole AS user_ |     1 | 127.0.0.1
 psql             | vagrant   | postgres      | SELECT application_name, userid AS user_name, dat |     3 | 127.0.0.1
 psql             | vagrant   | postgres      | SELECT application_name, userid AS user_name, dat |     1 | 127.0.0.1
 psql             | vagrant   | postgres      | SELECT application_name, userid AS user_name, dat |     8 | 127.0.0.1
 psql             | vagrant   | postgres      | SELECT bucket, substr(query,$1, $2) AS query, cmd |     1 | 127.0.0.1
(5 rows)

To learn more about pg_stat_monitor features and usage, see the User Guide. To view all other data elements provided by pg_stat_monitor, please see the reference.

Building from source

To build pg_stat_monitor from source code, you require the following:

  • git
  • make
  • gcc
  • postgresql-devel | postgresql-server-dev-all

You can download the source code of the latest release of pg_stat_monitor from the releases page on GitHub or using git:

git clone git://github.com/Percona/pg_stat_monitor.git

Compile and install the extension

cd pg_stat_monitor
make USE_PGXS=1
make USE_PGXS=1 install

Uninstall pg_stat_monitor

To uninstall pg_stat_monitor, do the following:

  1. Drop pg_stat_monitor extension:

    DROP EXTENSION pg_stat_monitor;

  2. Remove pg_stat_monitor from the shared_preload_libraries configuration parameter:

    ALTER SYSTEM SET shared_preload_libraries = '';

    Important: If the shared_preload_libraries parameter includes other modules, specify them all for the ALTER SYSTEM SET command to keep using them.

  3. Restart the postgresql instance to apply the changes. The following command restarts PostgreSQL 17. Replace the version value with the one you are using.

    • On Debian and Ubuntu:
    sudo systemctl restart postgresql.service
    • On Red Hat Enterprise Linux and CentOS:
    sudo systemctl restart postgresql-17

How we work

We follow the OneFlow git branching scheme to maintain the ongoing development and stable releases.

The concept of the OneFlow model is, that we do have a single long-lived branch which simplifies the versioning scheme and day-to-day operations that we have to perform.

What branches do exist?

  • Feature branch $ git checkout -b feature/my-feature main
  • Release branch $ git checkout -b release/1.1.0 8330ecd
  • Hotfix branch $ git checkout -b hotfix/1.0.2 1.0.1

How to contribute

We welcome and strongly encourage community participation and contributions, and are always looking for new members that are as dedicated to serving the community as we are.

The Contributing Guide contains the guidelines on how you can contribute.

Report a bug

If you would like to suggest a new feature / an improvement or you found a bug in pg_stat_monitor, please submit the report to the Percona Jira issue tracker.

Refer to the Submit a bug report or a feature request section for bug reporting guidelines.

Support, discussions and forums

We welcome your feedback on your experience with pg_stat_monitor. Join our technical forum for help with pg_stat_monitor.

License

This project is licensed under the same open liberal terms and conditions as the PostgreSQL project itself. Please refer to the LICENSE file for more details.

Copyright notice

  • Portions Copyright © 2018-2024, Percona LLC and/or its affiliates
  • Portions Copyright (c) 1996-2024, PostgreSQL Global Development Group
  • Portions Copyright (c) 1994, The Regents of the University of California