Posts

What is LISTEN and NOTIFY? LISTEN / NOTIFY is a feature that enables users to listen to what goes on in the database. It is one of the oldest functionalities in PostgreSQL and is still widely used. The main question is: What is the purpose of the asynchronous query interface (LISTEN / NOTIFY), and what […]

Sequences are a core feature of SQL. However, some users are tempted to implement sequences to generate invoices. That’s dangerous and should be avoided. The core question is: Why? What’s the problem with using database-side sequences to put unique invoice numbers to send to clients? Let’s dive in and find out. Getting started with CREATE […]

A join is a concept in IT which is widely used and often referred to but rarely really understood. What are the differences between inner joins, outer joins, semi joins and so on? Let’s shed some light on them and see how inner and outer joins really work. Producing sample data Before we can get […]

serial is a popular pseudo data type in PostgreSQL which is often used to generate auto-increment columns. However, this can lead to issues which are often underestimated. So what is the problem? Some of you might have already seen the following error message in real life: What happened here is that the underlying integer column […]

Running ALTER TABLE … ADD COLUMN can have side effects which have the potential to cause serious issues in production. Changing data structures is an important issue and happens often, therefore it’s important to understand what is really going on. Let’s dive in and see how to run ALTER TABLE … ADD COLUMN in a […]

I’ve recently seen some really broad tables (hundreds of columns) in a somewhat inefficiently structured database. Our PostgreSQL support customer complained about strange runtime behavior which could not be easily explained. To help other PostgreSQL users in this same situation, I decided to reveal the secrets of a fairly common performance problem many people don’t […]

Bonus cards, “Miles & more”, bonus points – don’t we all love and hate them at the same time? Recently we had an interesting use case which made me think about sharing some of the techniques we used in this area to reduce client code by writing some clever SQL. This post will show you […]

It’s been many years since the first ideas to implement the MERGE command surfaced on the PostgreSQL mailing list. Many years later, this important feature has finally made it into PostgreSQL core, and will (as of today) make it into PostgreSQL 15. To show people how this vital command works, I have decided to come […]

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 […]

date_bin and timestamps in PostgreSQL Date and time are relevant to pretty much every PostgreSQL application. A new function was added to PostgreSQL 14 to solve a problem which has caused challenges for many users out there over the years: How can we map timestamps to time bins? The function is called date_bin. What people […]

There are certain types of questions which accompany any PostgreSQL consultant throughout his or her entire career. Invariably, one of those questions is: “How can we compare the content of two tables?” This is an important thing to know, because we might want to ensure that data is identical after a migration, or perhaps we […]