PostgreSQL zheap: Current status
zheap has been designed as a new storage engine to handle UPDATE in PostgreSQL more efficiently. A lot has happened since my last report on this important topic, and I thought it would make sense to give readers a bit of a status update – to see how things are going, and what the current […]
PostgreSQL: LIMIT vs FETCH FIRST ROWS … WITH TIES
Most people in the SQL and in the PostgreSQL community have used the LIMIT clause provided by many database engines. However, what many do not know is that LIMIT / OFFSET are off standard and are thus not portable. The proper way to handle LIMIT is basically to use SELECT … FETCH FIRST ROWS. However, […]
Understanding LATERAL joins in PostgreSQL
LATERAL joins are one of the lesser-known features of PostgreSQL and other relational databases such as Oracle, DB2 and MS SQL. However, LATERAL joins are a really useful feature, and it makes sense to take a look at what you can accomplish with them. Inspecting FROM more closely Before we dive into LATERAL, it makes […]
PostgreSQL: Constraints over multiple rows
In PostgreSQL and many other relational databases, constraints are an integral part of the feature set. Many people are aware of primary keys, foreign keys, CHECK-constraints, table constraints and so on. However, from time to time, the situation is way more complicated. That’s when some more advanced techniques are needed to enforce integrity in the […]
Creating and refreshing materialized views in PostgreSQL
A “materialized view” is a database object which stores the result of a precalculated database query and makes it easy to refresh this result as needed. Materialized views are an integral feature of pretty much all advanced database systems. Naturally, PostgreSQL also provides support for materialized views, and offers the end-user a powerful tool to […]
Data warehousing: Making use of synchronized seq scans
PostgreSQL contains some hidden gems which have been around for many years and help to silently speed up your queries. They optimize your SQL statements in a clever and totally transparent way. One of those hidden gems is the ability to synchronize sequential scans. Actually, this feature has been around for 15+ years, but has […]
Enabling and disabling autovacuum in PostgreSQL
Autovacuum has been part of PostgreSQL for a long time. But how does it really work? Can you simply turn it on and off? People keep asking us these questions about enabling and disabling autovacuum a lot. PostgreSQL relies on MVCC to handle concurrency in a multiuser environment. The problem which arises when handling concurrent […]
PostgreSQL: Bulk loading huge amounts of data
Bulk loading is the quickest way to import large amounts of data into a PostgreSQL database. There are various ways to facilitate large-scale imports, and many different ways to scale are also available. This post will show you how to use some of these tricks, and explain how fast importing works. You can use this […]
PostgreSQL: Detecting slow queries quickly
Performance tuning does not only mean adjusting postgresql.conf properly, or making sure that your kernel parameters are properly tuned. Performance tuning also implies that we have to find performance bottlenecks first, isolate slow queries and understand what the system is doing. I believe the best and most efficient way to detect performance problems is to […]
Setting up PostgreSQL streaming replication
There are two types of replication available in PostgreSQL at the moment: Streaming replication & Logical replication. If you are looking to set up streaming replication for PostgreSQL 13, this is the page you have been looking for. This tutorial will show you how to configure PostgreSQL replication and how to set up your database servers […]
Terminating database connections in PostgreSQL
In PostgreSQL, every database connection is a server-side process. This makes PostgreSQL a robust multi-process rather than a multi-threaded solution. However, occasionally people want to terminate database connections. Maybe something has gone wrong, maybe some kind of query is taking too long, or maybe there is a maintenance window approaching. In this blog you will […]
PostgreSQL: Understanding deadlocks
Many might have seen PostgreSQL issue the following error message: “ERROR: deadlock detected”. But what does it really mean? How can we prevent a deadlock and how can we reproduce the problem? Let’s dive into PostgreSQL locking and understand what deadlock and deadlock_timeout really mean. How does a deadlock happen? Many people approach us because […]