Python MySQLdb vs mysql-connector query performance

Query times for random PK using MySQLdb and mysql-connector

There are a lot of python driver available for MySQL and two stand out the most. The one, traditionally everybody’s choice, sort of industrial standard MySQLdb. It uses a C module to link to MySQL’s client library. Oracle’s mysql-connector on the other hand is pure python so no MySQL libraries and … Continue reading

Python timeit – when speed matters – SQL IN query with cursor.execute

Although there are always multiple ways to solve a single problem not always the most elegant is the best performant. Python gives a perfect tool to check primitives (or even a bit more complex) structure’s speed. This comes really handy when trying to figure out of a loop or a … Continue reading

Difference between DISTINCT and GROUP BY

Today we had an interesting situation where the same query was executed significantly slower when it was written with GROUP BY instead of DISTINCT and I saw many people still had the assumption that these two types of queries are actually equivalent which is simply not true. Although DISTINCT queries … Continue reading

MySQL 5.6 mysql_install_db script problem

We’re always testing the latest versions of MySQL with most of the environments to make sure that we can find the critical issues before it goes to production. This wasn’t different with the 5.6 MySQL neither. We already started to play with this version in the summer. The first news … Continue reading

MySQL Benchmark – updates by primary vs secondary keys

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(Note: when I’m talking about MySQL I usually assume InnoDB storage engine. Any other case I explicitly tell this is MyISAM or Memory etc.)

I’ve heared an interesting aproach of using Master-slave replication in MySQL.

Thesis

So the theory was that since updates by primary keys are fast and by … Continue reading

Sleeping connections

Why is it so important to close connections to databases if there’s no explicit need to keep them open (which usually the case)?

Symptoms

  • Icinga reports high usage of allowed connections (>90%) on master MySQL server.
  • No running queries or any specific in processlist. All the connections are sleeping … Continue reading