Read these Expert Java snippets line by line — each one comes with a written breakdown of what the code does and why.
Structured Task Scope (Preview in Java 21+) treats groups of related tasks running in different threads as a single unit of work. ShutdownOnFailure ensures that if one subtask fails, all other rela…
Open snippet →The Foreign Function & Memory (FFM) API (Java 22+) provides a safe and efficient way to access memory outside the Java heap. Unlike ByteBuffer, it uses 'Arenas' for deterministic lifecycle manageme…
Open snippet →StampedLock offers an 'optimistic' mode where no actual lock is acquired. Instead, it returns a stamp that must be validated later. If a write occurred during the read, the validation fails and the…
Open snippet →VarHandles provide a standard way to perform atomic operations and memory fencing. 'setRelease' ensures that all prior writes in the current thread are visible to other threads performing an 'acqui…
Open snippet →MethodHandles are the core mechanism behind 'invokedynamic'. They provide a more performant and type-safe alternative to traditional Reflection. Once a MethodHandle is linked, the JVM can optimize…
Open snippet →The Vector API allows the JVM to perform SIMD (Single Instruction, Multiple Data) operations. This expert-level feature leverages hardware-level parallelism on modern CPUs to process multiple data…
Open snippet →The StackWalker API is a performance-oriented way to inspect the call stack. Unlike Throwable.getStackTrace(), it provides a stream-based approach that lazily fetches only the required frames, maki…
Open snippet →Virtual threads can be 'pinned' to their carrier platform thread if they block inside a 'synchronized' block or call native methods. To maintain high throughput and scalability, developers should r…
Open snippet →Record patterns (Java 21) allow for the deep deconstruction of complex data structures directly within 'instanceof' or 'switch' statements. This eliminates boilerplate casting and accessor calls, m…
Open snippet →Scoped Values (JEP 446) provide a modern, thread-safe alternative to ThreadLocal. They are designed for virtual threads and allow for the efficient, immutable sharing of data across method boundari…
Open snippet →Spring's Condition interface allows for sophisticated, programmatic bean registration logic based on environment properties, class presence, or bean existence. This is crucial for building modular…
Open snippet →DeferredResult is used to release the web container thread while processing long-running tasks in a separate thread. This significantly improves application scalability and throughput under high load.
Open snippet →Beyond simple field validation, Spring supports class-level constraints via ConstraintValidator. This allows for complex validation logic involving multiple fields within an object, maintaining dom…
Open snippet →Spring Security enables fine-grained access control using Spring Expression Language (SpEL). By referencing custom beans within @PreAuthorize, complex authorization rules can be externalized and re…
Open snippet →In Spring WebFlux, @ControllerAdvice is often insufficient for errors occurring outside the controller context. Extending AbstractErrorWebExceptionHandler allows for low-level, non-blocking control…
Open snippet →Optimistic locking prevents 'lost updates' in concurrent environments. The @Version field is automatically checked by Hibernate during updates; if the version in the database has changed, an Object…
Open snippet →Spring's @Transactional relies on AOP proxies. Calling a transactional method directly from within the same class bypasses the proxy. Using ObjectProvider to self-inject the bean ensures the call g…
Open snippet →For complex API versioning (e.g., via custom headers), implementing RequestCondition allows you to plug custom matching logic directly into Spring MVC's RequestMappingHandlerMapping.
Open snippet →To ensure external side effects (like sending emails) only occur if a transaction successfully commits, use @TransactionalEventListener with the AFTER_COMMIT phase.
Open snippet →Expert-level Spring Security involves utilizing multiple SecurityFilterChain beans with specific RequestMatchers. This allows different security policies to be applied dynamically based on headers…
Open snippet →By implementing PropertySourceFactory, you can intercept the configuration loading process. This allows for advanced patterns like decrypting secrets stored in YAML files at the moment they are inj…
Open snippet →Custom Scopes allow developers to manage bean lifecycles beyond 'singleton' or 'prototype'. A ThreadScope is an expert pattern used in high-concurrency scenarios to ensure state is isolated per exe…
Open snippet →ImportBeanDefinitionRegistrar provides low-level access to the BeanDefinitionRegistry. It is used for meta-programming where beans are created dynamically based on annotations or classpath scanning…
Open snippet →GenericConverter is the most flexible interface in Spring's conversion system. Unlike simple converters, it provides TypeDescriptors, enabling logic that depends on generic type information or fiel…
Open snippet →AbstractRoutingDataSource allows for switching between multiple physical DataSources at runtime based on a lookup key, typically stored in a ThreadLocal context. This is essential for multi-tenant…
Open snippet →ArgumentResolvers allow you to inject custom domain objects directly into Controller methods, keeping controller logic clean and focused on orchestration rather than data retrieval from headers or…
Open snippet →Leveraging Java 21+ Virtual Threads in Spring Boot 3.2+ allows the application to handle thousands of concurrent blocking connections without the memory overhead of platform threads, providing reac…
Open snippet →ExchangeFilterFunctions act as interceptors for WebClient, allowing you to implement cross-cutting concerns like logging, retries, or auth token injection for all outgoing reactive requests.
Open snippet →HandlerInterceptors provide a way to apply logic before it reaches the Controller but after the Servlet Filter chain. This is ideal for logic that requires knowledge of the Spring Handler (e.g., ch…
Open snippet →The SmartLifecycle interface allows components to participate in the ApplicationContext lifecycle. It provides fine-grained control over the order in which beans start and stop using the 'getPhase'…
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