High-Performance Java Persistence Newsletter, Issue 31
Are you struggling with performance issues in your Spring, Jakarta EE, or Java EE application?
What if there were a tool that could automatically detect what caused performance issues in your JPA and Hibernate data access layer?
Wouldn’t it be awesome to have such a tool to watch your application and prevent performance issues during development, long before they affect production systems?
Well, Hypersistence Optimizer is that tool! And it works with Spring Boot, Spring Framework, Jakarta EE, Java EE, Quarkus, Micronaut, or Play Framework.
So, rather than fixing performance issues in your production system on a Saturday night, you are better off using Hypersistence Optimizer to help you prevent those issues so that you can spend your time on the things that you love!
Introduction
Welcome to a new issue of the High-Performance Java Persistence Newsletter in which we share articles, videos, workshops, and StackOverflow answers that are very relevant to any developer who interacts with a database system using Java.
Articles
The pick of this edition is this article which explains the perils of PostgreSQL nested transactions. The article is written by the GitLab engineers and explains what problems sub-transactions caused them.
Processing hierarchical data structures is very easy when using the SQL WITH RECURSIVE clause. For more details about this topic, check out this article.
In case you are using Aurora MySQL, then you really need to use a proper Primary Key column type, like an auto-incremented numerical column. Otherwise, you risk very high latency, as explained in this article.
If you’re using PostgreSQL, then you should definitely know how DISTINCT ON works, as it might be very useful in certain situations.
Blaze Persistence is a much better alternative to JPA Criteria API. If you want to see the difference, then this article will prove the point.
A very good read is this article about the internals of stream-based processing systems, like Apache Flink.
The SQL CROSS APPLY clause is very useful when using SQL Server, as it allows you to create lateral joins. For more details about this topic, check out this article.
When using PostgreSQL, it’s very important to keep an eye on long-running transactions, as they can cause the XID wraparound issue. Unfortunately, this issue happens more frequently than it should be, and the latest victim was Coveralls.
Best Tweets
Here are the best tweets I posted since the last newsletter:
Planning software projects pic.twitter.com/Qnk1R5m5As
— Vlad Mihalcea (@vlad_mihalcea) September 22, 2021
Another day has passed without having to invert a binary tree
— Vlad Mihalcea (@vlad_mihalcea) September 8, 2021
As software developers, we are very fortunate to be able to earn good money while doing what we really enjoy.
— Vlad Mihalcea (@vlad_mihalcea) September 19, 2021
It's amazing how much you can achieve with Spring Boot.
— Vlad Mihalcea (@vlad_mihalcea) September 8, 2021
In one week, I got a fully-working trade reporting application with responsive UI, auto DB schema migrations, email notifications, and even external payment integration.
Hats off to @starbuxman and Co.
The Facebook user doesn't care the website is built using PHP.
— Vlad Mihalcea (@vlad_mihalcea) September 18, 2021
Project Releases
PostgreSQL 14 has been released. Among the many new features, it’s worth mentioning the new JSON path expression syntax, which is more natural than the legacy one. There’s also a multirange column type that allows you to store non-contiguous ranges. There were also many performance improvements, like B+Tree bloat reduction, VACCUM speed up, or improved query parallelism.
Hibernate ORM 5.6.0 CR1 and 5.3.23 have been released.
The 42.2.24 version of the PostgreSQL JDBC Driver has been released and provides several bug fixes.
Get in touch with my latest articles!
StackOverflow Answers
The following StackOverflow answers have been trending over the past two weeks:
- SQL Server DATEDIFF round up the YEAR difference. How to round it down?
- Hibernate
LockModerelease and fail-fast if the lock cannot be acquired - Why is Hibernate Open Session in View considered bad practice?
- Spring
@Transactionalannotation self invocation - How to map two JPA or Hibernate entities on the same database table
