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Mapping your data to file(s) in your Lakehouse table

MySQL HeatWave is a fully-managed MySQL database service that combines transactions, analytics, machine learning, and GenAI services, without ETL duplication. Also included is HeatWave Lakehouse, allowing users to query data stored in object storage, MySQL databases, or a combination of both. Introduction In the 9.6.1 release of MySQL HeatWave, Lakehouse now supports the _metadata_filename column […]

MySQL Community Early Access Builds

MySQL benefits from a large and technically rigorous community—people who run MySQL at scale, test it in diverse environments, and surface issues (and ideas) that make the product better. Over the last year, we’ve been listening to community feedback and, since January 2026, sharing our updated community engagement approach (see: A New Era of MySQL Community […]

Join the Public MySQL Community Roadmap Discussion Webinar (Edition #2)  

Following the strong participation in our first Public MySQL Community Roadmap Discussion (with attendees joining from around the world), we are excited to invite you to the second edition of this public community webinar series.   In our latest blog post, we have published a brief recap of the first webinar—highlighting the key roadmap themes, how […]

Building a MySQL Shell Plugin to Scan for Sensitive Data (Vibe Coding AI-assisted, ~30 minutes)

Sensitive data has a way of showing up in unexpected places: an “email” column in a demo app, a forgotten “token” field in a logging table, or free-text notes that quietly become regulated data. I wanted a lightweight, repeatable way to answer a simple question on any MySQL instance: Where is sensitive data likely to […]

A New Era of MySQL Community Engagement: Public Community Roadmap Webinar Highlights 

Oracle values the MySQL community. MySQL is fundamental to our data strategy. Oracle firmly believes that MySQL’s enduring strength arises from this vibrant global community. We are excited to work with the MySQL Community on the strategy we announced in Belgium, January 29, 2026, including adding more features and functionality, accelerating innovation directly in the […]

A Practical Approach to Running MySQL HeatWave AutoML in Mission-Critical Environment

MySQL HeatWave AutoML is a native automated machine learning engine tightly integrated with the MySQL HeatWave database. It enables model training, inference, scoring, and explainability through SQL, executing directly on data in InnoDB tables or in external accessed via HeatWave Lakehouse from Object Storage. By operating in-database and in-memory on HeatWave nodes, AutoML eliminates data […]

Row Deletion Jobs Done Right

I am continuing my blog post series on using indexes — or tables — as queues.  In this post, I cover Row Deletion Jobs (I do not call these purge jobs, to avoid confusion with the InnoDB Purge).  Such jobs are tempting to implement using an index, but this might be a wrong / suboptimal way.  I write about the right / better / cheaper way

Designing Continuous Availability: Active-Active HA for MySQL HeatWave Lakehouse

In traditional MySQL, analytics require data to be ingested into InnoDB tables and processed on a single primary instance using row-based storage engine and limited parallelism. Scaling analytical workloads typically involves replicas, ETL pipelines, or even external analytics system.  With MySQL HeatWave, Oracle’s fully managed service in the cloud, analytics execution is offloaded to a […]

Designing Continuous Availability: Active-Active HA for MySQL HeatWave Lakehouse

In traditional MySQL, analytics require data to be ingested into InnoDB tables and processed on a single primary instance using row-based storage engine and limited parallelism. Scaling analytical workloads typically involves replicas, ETL pipelines, or even external analytics system.  With MySQL HeatWave, Oracle’s fully managed service in the cloud, analytics execution is offloaded to a […]

Top Ways to Engage with the MySQL Community 

As discussed in the earlier blog post A new Era of Community Engagement, there are many ways to connect with the MySQL Community.  MySQL Community: Ways to Learn, Connect, and Contribute (and See What’s Next)  MySQL is shaped by the people who use it—developers, DBAs, educators, user group leaders, and contributors around the world. The […]

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