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Integrating DB Migrations Into Your MySQL Tests

By integrating MySQL database migrations into your testing process, you can not only ensure your testing database is up to date with the most recent changes, but you can also test that the migrations themselves are performing as expected. In this post we will walk you though how to incorporate migrations with Knex and run those migrations on your test database being run in Testcontainers.

Automated Workload-Aware Data Loading and Unloading for MySQL HeatWave

Overview MySQL HeatWave is the perfect database service for organizations looking to analyze their data stored in MySQL. It provides a single MySQL database platform for analytic and mixed workloads, accelerates complex and analytic queries on real-time data without the complex and time-consuming ETL process.   A MySQL HeatWave instance is a cluster composed of […]

Automated Workload-Aware Data Loading and Unloading for MySQL HeatWave

We now added a new automated capability (AutoLoad) to MySQL Autopilot – Auto Load & Auto Unload which continuously monitors workload run in MySQL and use machine learning model to predict the queries that can offload to HeatWave for query acceleration. Based on the list of queries, the new AutoLoad dynamically loads or unloads tables to HeatWave cluster.

Accelerating JSON Query Processing using MySQL HeatWave

Overview MySQL offers an efficient and easy to use JSON query processing natively within the relational database framework. The same capability is available in MySQL HeatWave. Developers have flexibility to either employ the conventional SQL interface or opt for the document-centric CRUD APIs. Applications written in high level programming languages such as Java, or .Net […]

Integrating DB Migrations Into Your MySQL Tests

In previous posts, I discussed how we can use Testcontainers to more easily test code that interacts with a MySQL Database and code that interacts with MySQL Document Store. In yet another post, I demonstrated how to manage database migrations using Knex. This post will show how we can leverage Knex to incorporate database migrations into our testing workflow. The Issues Writing tests […]

Accelerating JSON Query Processing using MySQL HeatWave

We are excited to introduce the JSON support in HeatWave which offers significant performance improvement with no change in applications, or no indexes needed for accelerating JSON processing. This provides significant enhancement for applications that heavily rely on JSON data structures, as query execution times are now drastically reduced, improving overall application performance.

How to Read Simplified SHOW REPLICA STATUS Output

As a MySQL database administrator, you’re likely familiar with the SHOW REPLICA STATUS command. It is an important command for monitoring the replication status on your MySQL replicas. However, its output can be overwhelming for beginners, especially regarding the binary log coordinates. I have seen confusion amongst new DBAs on which binary log file and position represent what in the replication.

In this guide, we’ll simplify the SHOW REPLICA STATUS output, focusing on the critical binary log coordinates essential for troubleshooting and managing replication.

The key binlog coordinates

Before we delve into the output, let’s understand the key binlog coordinates we’ll be working with:

  • Master_Log_File: This is the name of the primary binary log file that the I/O thread is currently reading from.
  • Read_Master_Log_Pos: It represents the …
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Industry Analyst views on MySQL HeatWave’s Vector Store, Generative AI innovations

To mark the 3rd day of Oracle CloudWorld 2023, Oracle announced significant enhancements to MySQL HeatWave. These include support for vector store, generative AI, new AutoML capabilities for training, inference, and explanations on data in object storage as well as an enhanced recommender system, MySQL Autopilot enhancements, support for JavaScript, acceleration of JSON queries, and […]

Industry Analyst views on MySQL HeatWave’s Vector Store, Generative AI innovations

To mark the 3rd day of Oracle CloudWorld 2023, Oracle announced significant enhancements to MySQL HeatWave. Hear what leading Industry Analysts have to say about the latest Vector store and generative AI innovations.

Avoid Surprises When Restarting MySQL — Ensure Dynamic Changes Won’t Be Lost

If you’re a DBA, one of your “easiest” tasks is to stop/start MySQL during a maintenance window, but even that could lead to unwanted scenarios if you modify some dynamic parameters at some point in your instance.

Here’s a brief story of how this could happen, to make it clearer:

You’re a DBA managing a few MySQL servers. The application using one of them starts having issues on a Friday night, right before it’s time to leave; after a quick check, you notice the app is requesting more connections, and the hotfix is to up max connections; you change them dynamically, the fire is off, and so are you. Let your future self worry about finding the root cause and fixing it properly the following Monday.

 

But life happens; Monday is here with new challenges, and you already forgot about the connections issue… A few months later, a restart for MySQL is required, and surprise, surprise, right after …

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