Have you ever heard about cursors in PostgreSQL or in SQL in general? If not you should definitely read this article in depth and learn how to reduce memory consumption in PostgreSQL easily. Cursors have been around for many years and are in my judgement one of the most underappreciated feature of all times. Therefore […]

  It is a frequent complaint that count(*) is so slow on PostgreSQL. In this article I want to explore the options you have get your result as fast as possible. Why is count(*) so slow? Most people have no trouble understanding that the following is slow: After all, it is a complicated query, and […]

In SQL the GROUP BY clause groups records into summary rows and turns large amounts of data into a smaller set. GROUP BY returns one records for each group. While most people know how to use GROUP BY not many actually know how to squeeze the last couple of percentage points out of the query. […]

Foreign data wrappers have been around for quite a while and are one of the most widely used feature in PostgreSQL. People simply like foreign data wrappers and we can expect that the community will add even more features as we speak. As far as the postgres_fdw is concerned there are some hidden tuning options, […]

Database people dealing with natural languages are all painfully aware of the fact that encodings, special characters, accents and alike are usually hard to deal with. This is especially true if you want to implement search in a user friendly way. Consider the following example in PostgreSQL: My name contains a couple of of super […]

  Many people know that explicit table locks with LOCK TABLE are bad style and usually a consequence of bad design. The main reason is that they hamper concurrency and hence performance. Through a recent support case I learned that there are even worse effects of explicit table locks. Table locks Before an SQL statement […]

  The “exclusive backup” method of calling pg_start_backup(‘label’) before backup and pg_stop_backup() afterwards is scheduled for removal in the future. This article describes the problems with the old method and discusses the options for those who still use this backup method. The “exclusive” backup method Before pg_basebackup was invented, there was only one online file-system […]

Over the years many people have asked for “timetravel” or “AS OF”-queries in PostgreSQL. Oracle has provided this kind of functionality for quite some time already. However, in the PostgreSQL world “AS OF timestamp” is not directly available. The question now is: How can we implement this vital functionality in user land and mimic Oracle […]

Security is a super important topic. This is not only true in the PostgreSQL world – it holds true for pretty much any modern IT system. Databases, however, have special security requirements. More often than not confidential data is stored and therefore it makes sense to ensure that data is protected properly. Security first ! […]

pgbouncer is the most widely used connection pooler for PostgreSQL. This blog will provide a simple cookbook how to configure user authentication with pgbouncer. I wrote this cookbook using Fedora Linux and installed pgbouncer using the PGDG Linux RPM packages available from the download site. But it should work pretty similarly anywhere.   What is […]

After years of software development, some might still wonder: What is a NULL value? What does it really mean and what is its purpose? The general rule is: NULL basically means “undefined”. Many books state that NULL means “empty” but I think that is not the ideal way to see things: If you wallet is […]

Prepared transactions are disabled in PostgreSQL by default, since the parameter max_prepared_transactions has the default value 0. You don’t need prepared transactions in most cases. However, they can cause nasty problems, so I think that everybody who runs a PostgreSQL database should understand them. To illustrate these problems, I’ll show you how to use prepared […]