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PostgreSQL schedulers: comparison table
Hello, my name is Pavlo Golub, and I am a scheduler addict. That began when I implemented pg_timetable for PostgreSQL. I wrote a lot about it. In this post, I want to share the result of my investigations on the schedulers available for PostgreSQL. I gave a talk about this topic at the CERN meetup, so […]
PostgreSQL: Create indexes after bulk loading
Over the years, many of our PostgreSQL clients have asked whether it makes sense to create indexes before – or after – importing data. Does it make sense to disable indexes when bulk loading data, or is it better to keep them enabled? This is an important question for people involved in data warehousing and […]
Index bloat reduced in PostgreSQL v14
© Laurenz Albe 2021 PostgreSQL v12 brought more efficient storage for indexes, and v13 improved that even more by adding deduplication of index entries. But Peter Geoghegan is not done yet! PostgreSQL v14 will bring “bottom-up” index entry deletion, which is targeted at reducing unnecessary page splits, index bloat and fragmentation of heavily updated indexes. […]
PostGIS upgrade with Ubuntu 20.04.02
Last time, we installed PostGIS on top of PostgreSQL. Today, I will complement this article by describing how someone can upgrade PostGIS on Ubuntu. A detailed description can be found at postgis.net and should be referred to in parallel. Let me first define our scenario and goal: An artificial customer wants his PostGIS-enabled PostgreSQL 13 […]
PostgreSQL: The power of a SINGLE missing index
Index missing? When an index is missing, good performance won’t be kissing a PostgreSQL user looking for efficiency but instead feels like a legacy. To satisfy a DBA’s desire and thirst, let us load some data first. pgbench is the tool of the day but the next listing will explain that anyway: Loading millions of […]
Fixing out-of-sync sequences in PostgreSQL
Creating auto increment columns in PostgreSQL is easy. Simply use two pseudo data types serial and serial8, respectively, then PostgreSQL will automatically take care of your auto increment columns. However, once in a while problems can still occur. Let us take a look and see. Sequences: Avoid manual values To understand the underlying problem, one […]
pg_timetable v4 is out and available immediately!
Our team is proud to introduce a new major pg_timetable v4 release! This time a huge amount of work has been done and the pg_timetable v4 release is backward-incompatible with previous versions. However, job migration is straightforward and shouldn’t stop anyone from updating. We’ve added detailed Read the Docs documentation and will enhance it further. […]
PostgreSQL vs Redis vs Memcached performance
When I recently stumbled on an article comparing some main properties, and also the read-write performance of two very popular pieces of caching software, often used to speed up applications heavy on database queries, I immediately felt an itch – how would it actually look for PostgreSQL vs Redis vs Memcached on the performance side? […]
PostgreSQL grouping sets: ROLLUP & CUBE
PostgreSQL is one of the best OLTP databases (OLTP = online transaction processing) in the world. However, it can do more than just OLTP. PostgreSQL offers many additional features relevant to a more OLAP-style workload. One of those features is called “GROUPING SETS”. Before we dive into the details, I’ve compiled some sample data which […]
PostgreSQL Security: Things to avoid in real life
Hardening PostgreSQL has become ever more important. Security is king these days and people want to know how to make PostgreSQL safe. Some of us might still remember what happened to MongoDB in recent years and we certainly want to avoid similar security problems in the PostgreSQL world. What happened to MongoDB is actually stunning: […]
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, […]