This guide explains Apache Tika's document parsing capabilities, shows how to download and run the Tika app, demonstrates extracting text and metadata from a PDF, and provides step‑by‑step instructions for integrating Tika into a Spring Boot project with full code examples.
This article walks through the complete process of implementing WeChat QR code login using a Java Spring Boot backend, covering prerequisite configuration, Maven dependencies, configuration classes, QR code generation, callback handling, session storage in Redis, and frontend integration.
This article explains how to use Java libraries such as Apache POI, PDFBox, and EasyExcel to read Excel, DOC/DOCX, PDF, and plain text files, providing complete code examples, required Maven dependencies, and step‑by‑step usage instructions for each file type.
This article details a step‑by‑step investigation of an OutOfMemoryError in a Spring Boot social app, revealing that frequent initialization of a script engine caused massive StringSequence instances via SPI loading, and shows how consolidating the engine eliminated the OOM issue.
This article introduces Java 8 Stream API, demonstrates filtering, mapping, sorting, collecting, and parallel streams with POJO examples, including code snippets, performance tips, and links to related resources, while also containing promotional messages for ChatGPT services.
This article explains how to use Spring's TransactionSynchronizationManager to detect active transactions and register synchronization callbacks that asynchronously send Kafka messages only after a transaction commits, illustrated with a payment‑system case and complete Java code examples.
This article explains how to achieve lossless releases for Spring Boot microservices by deregistering old instances, handling shutdown hooks, configuring graceful shutdown in Spring Boot 2.3+, and integrating custom interceptors for various containers and registration centers.
This article explains why RestTemplate is deprecated in Spring Framework 5+, outlines the advantages of the reactive WebClient such as non‑blocking I/O, functional style, streaming and improved error handling, and provides complete Java code examples for creating, configuring, and using WebClient synchronously and asynchronously, including timeout and error management.
This article examines the challenges of sprawling order‑processing code in logistics systems and presents a strategic component‑based approach using the open‑source LiteFlow framework, detailing its architecture, execution rules, example XML flow, Java implementations, and key advantages for scalable backend development.
This article examines the challenges of scaling order‑processing logic in logistics systems and presents a component‑oriented solution using the open‑source LiteFlow framework, detailing its strategic “workbench” pattern, tactical component design, execution rules, and practical Java code examples for building flexible, decoupled workflows.
This article explains how Java's ExecutorService abstracts and simplifies asynchronous task execution, covering core features, thread‑pool configurations, task submission methods, future management, shutdown procedures, rejection policies, and real‑world code examples for network requests, image processing, and background tasks.
This article demonstrates how to use EasyExcel to efficiently export large volumes of data to Excel by improving performance through pagination, concurrent queries, and custom cell‑merging strategies, including built‑in annotations and WriteHandler implementations, while providing complete Java code examples.
This article explains how to enable cross‑node WebSocket communication in a distributed Spring application by using a message queue (Redis or Kafka) to broadcast messages, tracking user connections with Redis, and providing a complete step‑by‑step implementation with code samples and configuration details.
Learn how to accelerate Java development in IntelliJ IDEA by using Live Templates to auto‑complete code snippets, create custom shortcuts, organize templates with groups, employ parameters, and share templates through import/export, turning repetitive typing into a few keystrokes.
This article explains the concept of short‑URL redirection, its benefits, and provides a complete SpringBoot implementation—including database schema, entity, DAO, service, controller, and testing code—to convert long links into short, trackable links and handle redirects.
This article walks through setting up a Spring Boot project, explains version compatibility between Spring Cloud, Spring Boot, and Kafka, demonstrates common pitfalls, and provides essential scaffold code such as global exception handling, logging, CORS configuration, Swagger setup, and response wrappers.
This article explains ZGC’s ultra‑low pause times, massive heap support, colored pointers, concurrent compaction, and generational optimizations, then shows how these features benefit real‑time analytics, high‑performance servers, and online transaction systems, and provides step‑by‑step instructions for enabling and tuning ZGC in Java.
This article explains why MyBatis-Plus's saveBatch() can be slow for large data sets, shows how enabling rewriteBatchedStatements in the JDBC URL dramatically speeds up inserts, and demonstrates custom batch insert/update methods and multithreaded execution to further improve performance, complete with code examples and test results.
This guide walks through installing the kkfileviewer container, building its Docker image, running it, and then integrating MinIO storage into a Spring Boot project with full configuration, utility classes, and REST endpoints for file upload and preview.
This tutorial explains how to design a MySQL table for hot‑search records, generate Java entity and mapper classes using MyBatis Generator, create unique IDs for each entry, and implement scheduled Java crawlers for Douyin and Baidu hot‑search data that persist the results via Spring‑Boot services.
This article explains how to secure Spring Boot deployment packages by using Maven plugins for code obfuscation and encryption, configuring classfinal‑maven‑plugin to encrypt class files, configuration files, and libraries, and demonstrates password‑less and password‑protected startup as well as machine‑bound execution to prevent reverse engineering.
The article traces the evolution of an e‑commerce batch‑processing system—from an initial centralized workflow with reusable components, through a platform‑driven configuration and SPI registration, to a localized, asynchronous task‑reporting architecture employing priority queues and isolated thread pools—to balance flexibility, scalability, and operational risk.
During performance testing of a Netty-based service, occasional message sends exceeded one second despite low CPU usage, prompting an investigation that identified a blocking ChannelHandler caused by a conditional sleep, leading to NioEventLoop thread stalls and delayed transmissions.
This article analyzes why Spring MVC fails to retrieve request header fields in multithreaded scenarios, explains the underlying ThreadLocal storage mechanism, critiques a common but flawed solution, and presents reliable approaches using CountDownLatch, manual RequestContextHolder propagation, and request caching to ensure header availability across threads.
This article demonstrates how to build a Netty‑based WebSocket server for message pushing in Java, provides complete source code for the server, configuration, pipeline, custom handler, and push service, and also contains promotional material for AI services and a community group.
This article demonstrates how to replace bulky if‑else discount handling in a SpringBoot shopping service with a clean combination of strategy and factory patterns, providing extensible, maintainable code for various user types and product discounts.
This article explains what Java virtual threads are, how they differ from regular OS threads, demonstrates configuring Spring Boot to use them, and presents performance benchmarks showing virtual threads dramatically outperform traditional threads in both async service calls and simple HTTP requests.
This article explains the core concepts of the G1 garbage collector, including its memory management duties, heap region types and sizing, pause‑time prediction model, card table and bitmap usage, object header structure, and both fast and slow object allocation strategies.
This guide shows how to automatically include userId and orderId in Java log statements by defining MDC placeholders, storing context data in ThreadLocal, creating a custom @UserLog annotation, and using Spring AOP to inject these values without manual code changes.
This article provides a comprehensive guide to Maven, covering repository configuration, basic project setup, dependency declaration and management, module organization, unified version control, essential plugins such as jar, assembly, and shade, as well as build settings like compiler version, resource exclusion, and main class definition.
This article walks through the challenges of setting up a Java development environment, demonstrates how to create a Spring Boot project, explains version compatibility between Spring Cloud, Spring Boot, and Kafka, showcases essential Maven configurations and code snippets for global exception handling, logging, CORS, Swagger, and recommends useful in‑memory tools such as embedded Redis, DB, Kafka, Hutool, MyBatis‑Plus, MapStruct, and Redisson.
This article explains the purpose of Java's parent‑delegation class‑loading mechanism, describes its three built‑in loaders, shows how custom loaders can override it, and explores common situations—such as JNDI, JDBC, Tomcat, and OSGi—where developers intentionally break the delegation for flexibility and modularity.
This article explains how Java's BigDecimal class maintains exact decimal precision by scaling numbers to long integers, detailing its internal fields, demonstrating addition with sample code, and analyzing the underlying add method logic to show why no precision is lost.
This article demonstrates how to use Fluent MyBatis, native MyBatis, and MyBatis‑Plus to implement a complex statistical query on a student_score table, compares the amount of code and effort required for each approach, and provides code generation settings for both frameworks.
This article demonstrates how Lombok annotations such as @RequiredArgsConstructor, @Delegate, @Cleanup, @Singular, and @Builder can be combined with Spring components to reduce boilerplate, automatically inject dependencies, manage resources, and build immutable objects, providing practical code examples and usage guidelines.
This article provides a comprehensive guide to data validation in Spring Boot 3, covering Bean Validation annotations, controller and service‑layer checks, JPA entity validation, custom constraints, validation groups, programmatic validation, and internationalized error messages with practical code examples and tests.
This article explains why Java’s Lock interface is still needed despite synchronized, covering non‑blocking tryLock, timed lock acquisition, interruptible locking, fair versus non‑fair locks, read‑write locks, and Condition objects, with code samples and execution logs illustrating each feature.
A recent Azul Systems survey reveals that over 80% of Oracle Java users are migrating to OpenJDK or commercially‑supported OpenJDK distributions to reduce costs, avoid licensing uncertainties, and gain more flexible, open‑source Java solutions, with most migrations completing within a year.
This article introduces tldb's distributed lock mechanism, explains lock, trylock, and unlock methods, and provides step‑by‑step Go and Java client examples—including code snippets—for acquiring and releasing locks in a multi‑language environment.
This article provides a step‑by‑step tutorial on integrating the Sensitive‑Word Java library via Maven, demonstrates core find/replace APIs, showcases advanced detection features such as email, URL, IPv4 and custom replacement strategies, and includes complete code examples and output results.
This article explains why creating a thread for each task is inefficient, introduces thread pools as a solution, compares execution times with code examples, details ThreadPoolExecutor's core interfaces, constructors, execution flow, rejection policies, state transitions, and provides practical usage patterns and best‑practice recommendations for Java backend development.
This article walks through the new features of the Elasticsearch 8.x Java API client, shows how to set up the development environment, initialize the client with HTTPS or API‑key authentication, and provides complete, ready‑to‑run code examples for index creation, document indexing, searching, aggregations, and scripted sorting.
This guide walks through common pitfalls and 13 practical best‑practice techniques for handling exceptions in Java, covering everything from avoiding ignored errors and using global handlers to proper logging, try‑with‑resources, custom exceptions, and avoiding exception‑driven control flow.
The open‑source Yuan 2.0 large model is fully integrated into Baidu’s PaddleNLP, offering quick inference for tasks like code generation, translation, and reasoning, along with efficient distributed training and fine‑tuning features such as Zero Padding optimization, enabling developers to easily deploy and customize the model via simple setup steps and example interactions.
This article explains how to use the iTextPdf library in a Java SpringBoot project to create, fill, and merge PDF invoice templates—covering dependency setup, template design, dynamic table generation, and final PDF concatenation for both fixed and variable invoice data.
This guide walks you through setting up Ollama for local large‑model serving, creating a Spring Boot project with Spring AI support, writing a unit test to query the model, and explains how to add the necessary dependencies for AI integration in existing Java applications.
This article introduces Apache Commons Lang's StringUtils utility methods, explaining the behavior and differences of isEmpty, isNotEmpty, isAnyEmpty, isNoneEmpty, as well as isBlank, isNotBlank, isAnyBlank, and isNoneBlank, with code examples and usage guidelines for Java developers.
This article documents the challenges of compressing PNG images in Java, demonstrates why Thumbnailator can increase file size, and presents a practical solution using OpenViewerFX together with Thumbnailator, including code examples, Maven dependencies, and important implementation notes.
This article explores the origins of Java's JUC package, explains the core concepts of AbstractQueuedSynchronizer—including template methods, exclusive and shared acquisition, CLH queues, CAS, and LockSupport—and demonstrates how locks, conditions, and synchronization mechanisms are implemented and used in real-world Java concurrency.
Redis’s evolution from linked lists to ziplist, quicklist, and the newer listpack is examined in depth, highlighting their structures, memory‑performance trade‑offs, operational details, and practical guidance for Java developers on choosing the right data structure for different workloads.
This article explains why traditional programmatic HTTP clients cause duplicated, hard‑to‑maintain code in enterprise projects, introduces the UniHttp declarative framework with its annotations, shows a quick‑start guide, details lifecycle hooks for custom processing, and demonstrates an enterprise‑level weather‑service integration example.
This article provides a step‑by‑step tutorial on Apollo, Ctrip’s open‑source distributed configuration center, covering its core concepts, features, architecture, four‑dimensional model, project creation, Maven dependencies, Spring Boot configuration, test controllers, various runtime scenarios, cluster and namespace usage, and deployment on Kubernetes with Docker.
The article presents EasyQuery, a high‑performance, type‑safe Java ORM inspired by .NET solutions, demonstrating its query capabilities—including single‑record retrieval, pagination, joins, subqueries, streaming results, custom VO mapping, dynamic conditions, and native SQL fragments—while highlighting its advantages over MyBatis‑Plus.
The article announces a Chinese patent for a SpringBoot‑based web backend implementation method, outlines its technical abstract and benefits, briefly introduces SpringBoot, and also contains promotional material for ChatGPT services and a developer community.
This article introduces Java 8's Stream API, explains how to create streams from collections and arrays, and demonstrates a wide range of intermediate and terminal operations with clear code examples to help developers write concise, efficient, and readable Java code.
This article explains how to integrate Spring Boot with Java Deeplearning4j to create a traffic sign recognition system, covering CNN fundamentals, dataset organization, Maven dependencies, data loading, model construction, training, prediction, and unit testing, complete with code examples.
This article explores whether the @Service annotation can replace @Controller in Spring Boot, demonstrates a working example, explains the underlying bean registration process, and clarifies how Spring’s component scanning and request mapping enable such unconventional usage.
This article explains why stale JavaScript can break functionality, outlines the risks of caching such as outdated bugs, security flaws, and debugging difficulties, and provides practical Java‑side solutions—including versioned URLs, cache‑control headers, static‑resource policies, and ETag/Last‑Modified handling—to ensure browsers always load the latest scripts.
This article examines why and how to use local in‑process caches in Java, compares four implementations—ConcurrentHashMap, Guava Cache, Caffeine, and Ehcache—covers essential cache features, consistency challenges, hit‑rate optimization, and recommends Caffeine as the most performant choice for a two‑level caching architecture.
This article demonstrates how to dynamically load Spring Boot configuration from a database and refresh specific beans at runtime using Spring Cloud's ContextRefresher, enabling configuration changes without restarting the application.
This guide demonstrates how to use Spring State Machine to elegantly manage order status changes by defining states, events, configuring transitions, and implementing listeners, providing Maven dependencies and Java code examples for building extensible, event‑driven workflows in backend applications.
This article combines a Huawei campus recruitment overview—including interview timeline, salary grades, and interview process—with extensive technical Q&A covering Java vs C differences, Java features, OOP concepts, common design patterns, Redis and MySQL comparisons, MySQL transaction properties, B‑Tree indexes, list deduplication, stack implementations, and the low‑level workings of the ping command.
This article provides a detailed tutorial on Maven, covering basic project configuration, repository setup, POM structure, dependency declaration and scopes, indirect dependencies, exclusions, variable properties, multi‑module management, unified dependency management, essential plugins such as jar, assembly and shade, as well as build settings like compiler version, resource exclusion, and main‑class definition.
C++ graduates often fail backend interviews at major internet firms because those companies favor Java or Go and expect experience with databases, caches, and message queues, so candidates should either acquire those backend skills, switch to the dominant languages, or target C++‑friendly domains such as embedded, AV, gaming, or client‑side networking.
This article details how a Java‑based XML‑to‑MySQL import of over 60,000 records was accelerated from 300 seconds to just 4 seconds by enabling JDBC batch processing, configuring rewriteBatchedStatements, and employing a multithreaded Disruptor pipeline for asynchronous writes, while also discussing further tuning options.
This article walks through the anatomy of a Java Virtual Machine crash, explains how to read the generated hs_err_pid log and core dump, and provides practical debugging steps—including code examples, signal analysis, register context, and GDB commands—to pinpoint and resolve the root cause.
This article investigates a production issue on Java 21 where virtual threads cause Tomcat to stop processing requests, closeWait sockets to accumulate, and locks to deadlock, detailing the diagnostics, thread‑dump analysis, lock inspection, and the eventual conclusions about virtual‑thread behavior.
This article walks through creating a WebSSH solution using SpringBoot, WebSocket, the Java jsch library, and the xterm.js front‑end, covering technology choices, core backend logic, demo screenshots, command examples, and future extension ideas.
This article presents fourteen practical Java Spring development best‑practice tips—including using @ConfigurationProperties, Lombok's @RequiredArgsConstructor, modularizing code, throwing exceptions instead of returning error codes, minimizing unnecessary database calls, avoiding null returns, reducing if‑else chains, and leveraging IDE features—to help developers write cleaner, more maintainable backend code.
This article introduces the open‑source Spring AI Alibaba framework, explains its background, core features such as chat model abstraction, prompt templates, structured output, function calling, RAG and chat memory, and walks through a complete smart‑ticket‑assistant example with code snippets and deployment guidance.
The article details how a Java SDK for a CIM instant‑messaging system was redesigned using Java 8+ features and the Builder pattern, introduced a lightweight proxy resembling RPC frameworks with dynamic‑URL support, and added comprehensive integration tests that verify automatic client reconnection and reliable message delivery across clustered servers.
This article explains how to leverage Spring's TransactionSynchronizationManager to detect active transactions, register synchronization callbacks, and asynchronously send Kafka messages only after a transaction successfully commits, providing a practical example and detailed code snippets for building a reusable Spring Boot starter library.
This article introduces UniHttp, a declarative Java HTTP client framework that lets developers define third‑party HTTP APIs as annotated interfaces, provides quick‑start instructions, detailed annotation usage, lifecycle hooks, custom client configuration, and an enterprise integration example with full code snippets.
This article demonstrates how to build a hot‑pluggable AOP solution in Spring by dynamically adding and removing Advice, Advisor, and related components through custom endpoints, event listeners, and Spring’s bean factory APIs, enabling users to control logging at runtime.
An in‑depth guide reveals thirteen common pitfalls that cause Spring’s @Transactional annotation to malfunction—ranging from unnecessary usage and proxy limitations to propagation misconfigurations and exception handling—plus practical demos and solutions to ensure reliable transaction rollbacks in Java backend development.
This article presents ten practical techniques—including built‑in annotations, custom constraints, server‑side checks, internationalized messages, validation groups, cross‑field rules, exception handling, testing, and client‑side considerations—to help developers implement robust validation in Spring Boot applications.
This article explains what Java virtual threads are, compares them with ordinary platform threads, shows how to enable them in SpringBoot, and presents performance benchmarks that reveal virtual threads can be up to two hundred times faster for I/O‑bound workloads.
This guide introduces Caffeine, a high‑performance Java caching library, explains its core features, configuration options, loading strategies—including manual, automatic, asynchronous, and async loading caches—eviction policies, removal listeners, and statistics collection, providing code examples for each use case.
Learn how to leverage the Arthas flamegraph tool to profile Java applications, interpret CPU usage visualizations, and apply practical optimization techniques illustrated through real-world case studies that reduced CPU consumption by up to 6% and improved system stability during high‑traffic events.
This article explains how to handle time‑consuming Spring endpoints by using asynchronous streaming tools—ResponseBodyEmitter, SseEmitter, and StreamingResponseBody—detailing their use cases, code examples, and how they improve system responsiveness without blocking servlet threads.
This guide walks non‑specialist GIS developers through front‑end mapping with Vue, OpenLayers and Leaflet, back‑end processing with Java, GeoTools and PostGIS, and practical solutions for common GIS toolchain challenges.
This article explains how APIJSON can replace dozens of traditional SpringBoot controller methods with a single configurable endpoint, demonstrating concise request formats, permission annotations, and example code for creating, reading, updating, deleting, and aggregating data in a Java backend.
This guide explains what unit testing is, its benefits, the AIR principles of good tests, step‑by‑step Java test creation with JUnit and Mockito, and how the AI tool Tongyi Lingma can quickly generate reliable unit tests.
This article explains the limitations of ThreadPoolExecutor, introduces the Fork/Join model and ForkJoinPool, demonstrates how to implement divide‑and‑conquer tasks with RecursiveTask, analyzes the pool’s design, task submission methods, work‑stealing mechanism, common pool pitfalls, and presents performance evaluation results.
This article, written by a senior architect, reviews Spring’s built‑in utility classes—including assertions, object and collection helpers, file/IO operations, and reflection/AOP tools—providing code snippets and usage notes to help developers replace redundant custom utilities and improve backend Java code quality.
This article explains why Java's BigDecimal maintains exact precision by examining its class fields, demonstrating a test example, and walking through the internal add method logic that scales numbers to long integers before performing arithmetic, ensuring loss‑free results.
This article provides an in‑depth tutorial on Apollo, Ctrip's open‑source distributed configuration center, covering its concepts, features, architecture, four management dimensions, client design, Maven integration, SpringBoot implementation, testing procedures, and deployment on Kubernetes with Docker.
This article introduces the JXLS library for Java, explains how to add Maven dependencies, provides backend utility and controller code for exporting Excel files, and details common XLS expressions such as jx:area, jx:each, jx:mergeCells, and dynamic column handling to simplify complex Excel report generation.
Spring AI Alibaba is an open‑source Java framework that integrates Alibaba Cloud's large‑model services with Spring AI, offering high‑level abstractions for chat models, prompts, function calling, RAG, and conversation memory, and includes a complete ticket‑assistant example with code snippets.
This article explains how to use Spring's TransactionSynchronizationManager to detect active transactions, register synchronization callbacks, and asynchronously publish payment‑log messages to Kafka without affecting the main business flow, complete with practical code snippets and pitfalls to avoid.
This article walks through the design and implementation of symmetric request/response encryption for a Spring Boot API, covering requirement analysis, data models, custom ControllerAdvice for decryption and encryption, serialization challenges with FastJson and Jackson, and final configuration to keep encrypted payloads consistent across Android, iOS, and H5 clients.
This article provides a comprehensive overview of mainstream distributed transaction solutions, explains the CAP theorem and consistency models, compares various approaches such as 2PC, 3PC, TCC, Saga, and demonstrates how to configure and use Seata's AT mode in a micro‑service environment.
This article introduces Alibaba's JetCache Java caching framework, explains how to integrate it with Spring Boot and Redis, provides detailed configuration and code examples for local, remote, and multi‑level caches, and covers testing procedures and common error resolutions.
The article analyzes why C++‑focused graduates receive few backend interview opportunities at major internet firms, highlights the mismatch between C++ skill sets and common backend components, and offers practical advice on switching languages or augmenting projects to better align with industry demands.
Bean Searcher is an open‑source, Apache‑2.0 licensed ORM search engine that outperforms MyBatis by up to 100×, offering one‑line multi‑table joins, pagination, dynamic sorting, field aggregation, and extensive extensibility, with simple Spring Boot integration and customizable components for rapid backend development.
Seata 2.1.0, the first Apache-incubated release, renames the package to org.apache.seata, adds RocketMQ transaction support, Raft metadata sync, decouples Saga from Spring, provides extensive compatibility across JDKs, Spring versions and OSes, and includes detailed deployment, upgrade, security and testing improvements.
The article advises Java backend developers to drop learning outdated technologies such as JSP, Struts, Hibernate, and certain legacy tools, emphasizing the importance of mastering core concepts like Servlets while focusing on modern frameworks like Spring MVC and lightweight ORMs like MyBatis.
The article explains why UUIDv4 primary keys hurt performance and storage, then demonstrates how to replace them in a Spring Boot 3.3 application with a custom Snowflake‑based 64‑bit ID generator, providing full Maven setup, configuration, entity, service, REST controller, and Thymeleaf UI example.
This tutorial demonstrates how to use the mybatis-plus-join (MPJ) library to perform left and right join queries in a Spring Boot project without writing XML, covering dependency setup, mapper changes, query construction, pagination, and practical code examples.
This article explains why, in containerized Java applications, the JVM flag -XX:+ExitOnOutOfMemoryError is generally preferred over -XX:+HeapDumpOnOutOfMemoryError, detailing the trade‑offs, operational benefits, and how Kubernetes probes and monitoring can ensure fast failure, rapid recovery, and user‑transparent service continuity.
