While the term faceting may sound foreign to you, you almost certainly have run into it in your adventures online. It is those helpful little boxes that turn up when browsing in web shops or searching in catalogs, telling how to further narrow down the search results, (for example, by color) and how many items […]

© Laurenz Albe 2022 For detailed query performance analysis, you need EXPLAIN (ANALYZE, BUFFERS) output for an SQL statement. With a parameterized statement, it can be difficult to construct a run-able statement for EXPLAIN (ANALYZE). Sometimes, you don’t even know the parameter values. I’ll show you how you can get at least plain EXPLAIN output […]

Rewriting OR is not always the best solution © Laurenz Albe 2022 In my article that reviles OR, I showed how in certain cases, it is possible to rewrite OR in a WHERE condition to a longer query with UNION that can perform much better (the “ugly” OR). Now people have asked me repeatedly why […]

Indexing is the key to good performance. However, people often ask: Is there an alternative to btree indexing? Can we make indexes in PostgreSQL smaller? Can we create indexes in PostgreSQL faster? And how can we index in a data warehouse? This blog will answer all those questions and show which options you have to […]

© Laurenz Albe 2022 Recently, a customer asked me why a bulk load into a PostgreSQL table kept slowing down as time went by. They saw that it was a trigger on the table that took longer and longer, and in that trigger, the updates were getting slower all the time. Now slow updates are […]

For PostgreSQL powerusers, automating repeated steps is becoming more and more necessary, and gexec can help. This blog will show you how to use the || operator and the \gexec command to avoid unnecessary repetition in your workflow. The CLI client that ships with PostgreSQL is called psql. Like many CLI clients, it is often […]

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 […]

  © Renée Albe 2022 Case-insensitive search is a much-requested feature, partly (I suspect) to maintain compatibility with Microsoft SQL Server. There are several solutions to the problem, one of which is to use case-insensitive ICU collations. This works like a charm, except if you want to perform pattern matching. So let’s have a closer […]

© Laurenz Albe 2022 Sometimes a PostgreSQL query takes forever. Usually, it is easy to interrupt (cancel) such a statement, but sometimes it can turn into a problem, and a query cannot be canceled. This article discusses what might be the cause. I’ll also show you a trick how to solve the problem (not for […]

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 […]

© 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 […]

© Laurenz Albe 2022 It is known that high network latency is bad for database performance. PostgreSQL v14 has introduced “pipeline mode” for the libpq C API, which is particularly useful to get decent performance over high-latency network connections. If you are using a hosted database in “the cloud”, then this article might be interesting […]