A lot has been said about PostgreSQL shared buffers and performance. As my new desktop box has arrived this week I decided to give it a try and see, how a simple benchmark performs, given various settings of shared_buffers. The first thing to run the test is to come up with a simple test database. […]
© Laurenz Albe 2022 Next to character encoding, time zones are among the least-loved topics in computing. In addition, PostgreSQL’s implementation of timestamp with time zone is somewhat surprising. So I thought it might be worth to write up an introduction to time zone management and recommendations for its practical use. Time zones and the […]
Spot a missing PostgreSQL index Missing indexes are a key ingredient if you are looking for a perfect recipe to ruin performance in the most efficient way possible. 🙂 However, if you want to ensure that your database performs well and if you are generally not in favor of user complaints – better watch out […]
Understanding Multiranges Range types have been around in PostgreSQL for quite some time and are successfully used by developers to store various kinds of intervals with upper and lower bounds. However, in PostgreSQL 14 a major new feature has been added to the database which makes this feature even more powerful: multiranges. To help you […]
© Laurenz Albe 2022 Recently, I could help solve a “mysterious” performance problem for a customer. The problem turned out to be a badly chosen query parameter type, which led to poor query performance. After working on this customer’s case, I realized that the meaning of the data type of a query parameter is not […]
Pretty often I’m asked – does our PostgreSQL monitoring tool pgwatch2 work with managed cloud database service providers, for example, Google Cloud? Well, the short answer would be – “Yes, we scan!”. But as always – the devil is in the details, and you should be aware of a couple of nuances/extra steps. In order […]
© Laurenz Albe 2022 Table partitioning is one of the best-liked features out of the more recent PostgreSQL developments. However, there is no support for automatic partition creation yet. This article shows what you can do to remedy that. Use cases for automatic partition creation There are essentially two use cases: Create partitions triggered by […]
Normalization by Osmosis Part 2: Practical Examples of Data Normalization in PostgreSQL Having gone through a theoretical introduction in part 1, it is now time to discuss some more practical examples. I’ll first talk about the… type modeling … of columns. It is important to realize that during the time Codd formulated the base 3 […]
Normalization by Osmosis Part 1: A Guide to Data Normalization in PostgreSQL By Michał Małecki Introduction Although I installed my first PostgreSQL database on RedHat Linux (not RHEL) 6.0 around 1999, I probably limited my interaction with this 6.5 release to starting the server with SysinitV scripts. PostgreSQL was at that time an underdog to […]
PostgreSQL table partitioning is by far one of the most popular new PostgreSQL features. Many people look to partitioned tables as a way to improve performance and broaden scalability. However, partitioning comes with a little problem: How can you partition an existing table without locking up the database? The answer is: pg_rewrite can help you […]
Most of my readers will know about primary keys and all kinds of table constraints. However, only a few of you may have ever thought about the difference between a primary key and a UNIQUE constraint. Isn’t it all just the same? In both cases, PostgreSQL will create an index that avoids duplicate entries. So […]
© Laurenz Albe 2021 Customers have often asked me what I think of “Entity-attribute-value” (EAV) design. So I thought it would be a good idea to lay down my opinion in writing. What is entity-attribute-value design? The idea is not to create a table for each entity in the application. Rather, you store each attribute […]
