Java Instrumentation articles

4-day workshop Β· In-person or online

What would it take for you to trust your Databricks pipelines in production?

A 3-day bug hunt on a 3-person team costs up to €7,200 in lost engineering time. This workshop teaches you to prevent that β€” unit tests, data tests, and integration tests for PySpark and Databricks Lakeflow, including Spark Declarative Pipelines.

Unit, data & integration tests
Medallion architecture & Lakeflow SDP
Max 10 participants Β· production-ready templates
See the full curriculum β†’ €7,000 flat fee Β· cohort of up to 10
Bartosz Konieczny
Bartosz
Konieczny

Java instrumentation example

In one of previous articles we discovered the idea of Java agents. We mentioned that instrumentation package can be used to develop them. It's the time to approach this topic deeper.

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Java agents - old innovation

Very often the first version of given language influences programming knowledge. When somebody started with Java 6 and has never used Java agent, this feature introduced in Java 5 can appear mysterious.

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