Creating custom log-based metrics for PostgreSQL and AlloyDB

Google Cloud offers several options for running PostgreSQL-compatible workloads, including Cloud SQL for PostgreSQL, AlloyDB for PostgreSQL, and Spanner. To ensure that your database is performing optimally in production, you should monitor various aspects of its performance, such as lock states, occurrences of certain errors in your database logs, and more. Additionally, a great way to better manage your database health is to monitor your error logs for issues that may impact your users, such as deadlocks, job failures, or changes in database metric trends.

Logs Explorer is a Google Cloud tool that allows you to view and analyze logs from your Cloud SQL for PostgreSQL or AlloyDB instances. You can also create custom metrics using Logs Explorer. This blog will provide some examples on how to do that. Essentially, you can use Logs Explorer to monitor the entries pushed to the postgres.log and expose new metrics. You can specify the exact conditions/errors you want to track or be alerted on from the logs.

It also provides a set of instructions for using Log Explorer to create new custom metrics to enhance monitoring of your PostgreSQL databases running on Cloud SQL or AlloyDB.

How to create a new metric using the Log Explorer

First, decide what types of errors you want to monitor.

The sample database schema creates a table with only one column, as shown below.

Sources 1/ https://Google.com/ 2/ https://cloud.google.com/blog/products/databases/creating-custom-log-based-metrics-for-postgresql-and-alloydb The mention sources can contact us to remove/changing this article

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