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In-Database Machine Learning with MySQL HeatWave

New features and capabilities being introduced with MySQL HeatWave ML.

Substack Repost – OpenLampTech issue #19

I’ve once again published a massive issue of the OpenLampTech newsletter, the newsletter for PHP/MySQL developers. If you’re looking to learn more about PHP and MySQL, you’ve come to the right place…

Image by Clker-Free-Vector-Images from Pixabay

The Newsletter for PHP and MySQL Developers

Receive a copy of my ebook, “10 MySQL Tips For Everyone”, absolutely free when you subscribe to the …

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MySQL : events_waits_current – who is waiting and who is on CPU

Anyone familiar with Oracle performance tuning knows about ASH , aka active session history. ASH saves a history of every session that is active every collection, which by default is once per second. Once per second is fast enough to give a clear view of database load.

The ASH data comes from v$session which is a structure that contains information on every connection and shows which connections are active, what SQL they are running (SQL_ID) and if they are runnable on CPU or waiting on a wait_event for some resource like an I/O to complete or a lock or latch. It’s a pretty simple select query on v$session to select who is active,  their wait_event and SQL_ID.

On Oracle that gives us a query like:

select sid||':'||serial# session_id,
       username,
       s.sql_id||':'||sql_child_number sqlid,
       decode(state, 'WAITING', wait_class||':'||event, 'CPU') event
from v$session s
where   (( s.wait_time != 0  /* on CPU  */ …
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Okta – Percona’s statement

On 22nd March 2022 08:43 UTC, we became aware of the issue affecting Okta, a third-party identity provider that Percona uses for https://id.percona.com. Initially, there was no statement from Okta, so our Security Operations team reviewed the information available from LAPSUS$ and other public sources.

Based on the public information available about the issue, we evaluated the potential exposure to Percona and determined that the impact was minimal. Percona uses Okta integrations so https://id.percona.com can be used to authenticate against Percona’s deployments of:

  • forums.percona.com (Discourse)
  • percona.service-now.com (ServiceNow) 
  • portal.percona.com (Dashboard portal interface where users & clients can add their PMM integration). 

Integrations of …

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MySQL -> what to do with NESTING_EVENT_ID

How does one use  NESTING_EVENT_ID?

Below I’ve selected from  events_waits_history_long for a single thread, but none of the  NESTING_EVENT_ID values show up in EVENT_ID or END_EVENT_ID.

To simplify things , I’m just showing the data for one THREAD_ID listed in order of TIMER_START.

mysql>  select 
            THREAD_ID,
            EVENT_ID,
            END_EVENT_ID,
            NESTING_EVENT_ID,
            NESTING_EVENT_TYPE,
            EVENT_NAME,
            SOURCE,
            TIMER_WAIT,
            SPINS,
            OBJECT_SCHEMA,
            OBJECT_NAME,
            INDEX_NAME,
            OBJECT_TYPE,
            OBJECT_TYPE,
            OBJECT_INSTANCE_BEGIN,
            OPERATION,
            NUMBER_OF_BYTES,
            FLAGS 
 from 
           performance_schema.events_waits_history_long 
 where 
            THREAD_ID in ( select max(thread_id) from performance_schema.events_waits_history_long where …
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Introducing MySQL Shell for VS Code

MySQL Shell for VS Code is a brand new extension for MS Visual Studio Code. We have taken the full power of MySQL Shell – our advanced MySQL Client for Developers and DBAs – and made it available directly inside Visual Studio Code. Together with support for the MySQL Database Service on Oracle Cloud, our […]

Introducing MySQL Shell for VS Code

A short introduction to the new MySQL Shell for VS Code extension.

It’s fine, Rewind: Revert a migration without losing data

PlanetScale Rewind is the world’s first data migration time machine. Revert changes to your database after a migration with no downtime and zero data loss.

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Behind the scenes: How we built Rewind

Learn how we used VReplication to allow for migration reverts with data retention.

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A Dive Into MySQL Multi-Threaded Replication

For a very long part of its history, MySQL replication has been limited in terms of performance. Because there was no way of knowing if transactions or updates were independent, the updates had to be executed on a replica following the exact same sequence of operations as on the primary server. The only way to guarantee the same sequence of operations on the replica was to use a single thread. In this post, we’ll do a dive into the MySQL multi-threaded replication (MTR) implementation and explore the available tuning options.

MTR is the culmination of the evolution in the development of parallel replication which followed the path:

  1. Single-threaded replication
  2. Per-database replication
  3. Logical clock replication

We’ll leave aside, for now, the recent dependency tracking feature.

Context

Before we discuss the multi-threaded implementation, let’s review in …

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