Join strategies and performance in PostgreSQL
© Laurenz Albe 2020 There are three join strategies in PostgreSQL that work quite differently. If PostgreSQL chooses the wrong strategy, query performance can suffer a lot. This article explains the join strategies, how you can support them with indexes, what can go wrong with them and how you can tune your joins for better […]
Deduplication in PostgreSQL v13 B-tree indexes
© Laurenz Albe 2020 A while ago, I wrote about B-tree improvements in v12. PostgreSQL v13, which will come out later this year, will feature index entry deduplication as an even more impressive improvement. So I thought it was time for a follow-up. Deduplication for B-tree indexes If the indexed keys for different table rows […]
Binary data performance in PostgreSQL
© Laurenz Albe 2020 A frequently asked question in this big data world is whether it is better to store binary data inside or outside of a PostgreSQL database. Also, since PostgreSQL has two ways of storing binary data, which one is better? I decided to benchmark the available options to have some data points […]
PostgreSQL v13 new feature: tuning autovacuum on insert-only tables
© Laurenz Albe 2020 Most people know that autovacuum is necessary to get rid of dead tuples. These dead tuples are a side effect of PostgreSQL’s MVCC implementation. So many people will be confused when they read that from PostgreSQL v13 on, commit b07642dbc adds support for autovacuuming insert-only tables (also known as “append-only tables”). […]
Tuning max_connections in PostgreSQL
© Laurenz Albe 2020 In my daily work, I see many databases with a bad setting for max_connections. There is little advice out there for setting this parameter correctly, even though it is vital for the health of a database. So I decided to write up something. What is max_connections? According to the documentation, max_connections […]
Embedded SQL in C for PostgreSQL with ecpg
© Laurenz Albe 2020 Embedded SQL is by no means a new feature — in fact it is so old-fashioned that many people may not know about it at all. Still, it has lots of advantages for client code written in C. So I’d like to give a brief introduction and talk about its […]
Subtransactions and performance in PostgreSQL
© Laurenz Albe 2020 Recently, while troubleshooting PostgreSQL performance problems, I ran into problems with subtransactions twice. So I thought this was a nice topic for another blog post. What are subtransactions? Everybody knows database transactions. In PostgreSQL, which is operating in autocommit mode, you have to start a transaction that spans multiple statements […]
recovery.conf is gone in PostgreSQL v12
© Laurenz Albe 2019 The biggest change in PostgreSQL v12 from the viewpoint of backward compatibility is that recovery.conf has been absorbed into postgresql.conf. This article describes the changes and how you can adapt to them. Getting rid of recovery.conf Up to now, the presence of the file recovery.conf was the trigger for PostgreSQL to […]
B-tree index improvements in PostgreSQL v12
Image © Laurenz Albe 2019 If you thought that the B-tree index is a technology that was perfected in the 1980s, you are mostly right. But there is still room for improvement, so PostgreSQL v12 (in the tradition of v11) has added some new features in this field. Thanks, Peter Geoghegan! In this article, I […]
Never lose a PostgreSQL transaction with pg_receivewal
© Laurenz Albe 2019 “Durability”, the D of ACID, demands that a committed database transaction remains committed, no matter what. For normal outages like a power failure, this is guaranteed by the transaction log (WAL). However, if we want to guarantee durability even in the face of more catastrophic outages that destroy the WAL, […]
Manage Linux control groups in PostgreSQL with pg_cgroups
In another blog post, I described how Linux control groups work and how they are useful for PostgreSQL. Here I will present my little PostgreSQL plugin pg_cgroups which makes this simple to handle for the DBA. What is pg_cgroups good for? If you have a machine dedicated to a single PostgreSQL cluster, you normally […]
Tracking view dependencies in PostgreSQL
We all know that in PostgreSQL we cannot drop an object if there are view dependencies on it: Some people like it because it keeps the database consistent; some people hate it because it makes schema modifications more difficult. But that’s the way it is. In this article I want to explore the mechanics […]