Java Weekly, Issue 352

Azure Spring Apps is a fully managed service from Microsoft (built in collaboration with VMware), focused on building and deploying Spring Boot applications on Azure Cloud without worrying about Kubernetes.

The Enterprise plan comes with some interesting features, such as commercial Spring runtime support, a 99.95% SLA and some deep discounts (up to 47%) when you are ready for production.

>> Learn more and deploy your first Spring Boot app to Azure.

And, you can participate in a very quick (1 minute) paid user research from the Java on Azure product team.

Slow MySQL query performance is all too common. Of course it is. A good way to go is, naturally, a dedicated profiler that actually understands the ins and outs of MySQL.

The Jet Profiler was built for MySQL only, so it can do things like real-time query performance, focus on most used tables or most frequent queries, quickly identify performance issues and basically help you optimize your queries.

Critically, it has very minimal impact on your server's performance, with most of the profiling work done separately - so it needs no server changes, agents or separate services.

Basically, you install the desktop application, connect to your MySQL server, hit the record button, and you'll have results within minutes:

>> Try out the Profiler

Accelerate Your Jakarta EE Development with Payara Server!

With best-in-class guides and documentation, Payara essentially simplifies deployment to diverse infrastructures.

Beyond that, it provides intelligent insights and actions to optimize Jakarta EE applications.

The goal is to apply an opinionated approach to get to what's essential for mission-critical applications - really solid scalability, availability, security, and long-term support:

>> Download and Explore the Guide (to learn more)

The AI Assistant to boost Boost your productivity writing unit tests - Machinet AI.

AI is all the rage these days, but for very good reason. The highly practical coding companion, you'll get the power of AI-assisted coding and automated unit test generation.
Machinet's Unit Test AI Agent utilizes your own project context to create meaningful unit tests that intelligently aligns with the behavior of the code.
And, the AI Chat crafts code and fixes errors with ease, like a helpful sidekick.

Simplify Your Coding Journey with Machinet AI:

>> Install Machinet AI in your IntelliJ

Looking for the ideal Linux distro for running modern Spring apps in the cloud?

Meet Alpaquita Linux: lightweight, secure, and powerful enough to handle heavy workloads.

This distro is specifically designed for running Java apps. It builds upon Alpine and features significant enhancements to excel in high-density container environments while meeting enterprise-grade security standards.

Specifically, the container image size is ~30% smaller than standard options, and it consumes up to 30% less RAM:

>> Try Alpaquita Containers now.

DbSchema is a super-flexible database designer, which can take you from designing the DB with your team all the way to safely deploying the schema.

The way it does all of that is by using a design model, a database-independent image of the schema, which can be shared in a team using GIT and compared or deployed on to any database.

And, of course, it can be heavily visual, allowing you to interact with the database using diagrams, visually compose queries, explore the data, generate random data, import data or build HTML5 database reports.

>> Take a look at DBSchema

Slow MySQL query performance is all too common. Of course it is. A good way to go is, naturally, a dedicated profiler that actually understands the ins and outs of MySQL.

Critically, it has very minimal impact on your server's performance, with most of the profiling work done separately - so it needs no server changes, agents or separate services.

Basically, you install the desktop application, connect to your MySQL server, hit the record button, and you'll have results within minutes:

>> Try out the Profiler

1. Spring and Java

>> Announcing Tribuo, a Java Machine Learning library [blogs.oracle.com]

Meet Tribuo: A ML library written in Java supporting classification, clustering, anomaly detection, and regression algorithms.

>> Implementing Bulkhead with Resilience4j [reflectoring.io]

Resiliency inspired by the ship manufacturing industry: Preventing a problem in one area to affect other areas by implementing the Bulkhead architectural pattern.

>> The Tooling Available to Create Native GraalVM Images [info.michael-simons.eu]

Creating a native image for an app written in a fictive framework: Exploring the tooling, benefits, and pitfalls of GraalVM native images.