Awesome Java


Awesome Java 在这里插入图片描述

A curated list of awesome Java frameworks, libraries and software.

Contents

Projects

Bean Mapping

Frameworks that ease bean mapping.

  • dOOv - Provides fluent API for typesafe domain model validation and mapping. It uses annotations, code generation and a type safe DSL to make bean validation and mapping fast and easy.
  • JMapper - Uses byte code manipulation for lightning-fast mapping. Supports annotations and API or XML configuration.
  • MapStruct - Code generator that simplifies mappings between different bean types, based on a convention-over-configuration approach.
  • ModelMapper - Intelligent object mapping library that automatically maps objects to each other.
  • Orika - JavaBean-mapping framework that recursively copies (among other capabilities) data from one object to another.
  • reMap - Lambda and method handle-based mapping which requires code and not annotations if objects have different names.
  • Selma - Annotation processor-based bean mapper.

Build

Tools that handle the build cycle and dependencies of an application.

  • Apache Maven - Declarative build and dependency management that favors convention over configuration. It might be preferable to Apache Ant, which uses a rather procedural approach and can be difficult to maintain.
  • Bazel - Tool from Google that builds code quickly and reliably.
  • Buck - Encourages the creation of small, reusable modules consisting of code and resources.
  • Gradle - Incremental builds programmed via Groovy instead of declaring XML. Works well with Maven’s dependency management.

Bytecode Manipulation

Libraries to manipulate bytecode programmatically.

  • ASM - All-purpose, low-level bytecode manipulation and analysis.
  • Byte Buddy - Further simplifies bytecode generation with a fluent API.
  • bytecode-viewer - Java 8 Jar & Android APK reverse engineering suite. (GPL-3.0-only)
  • Byteman - Manipulate bytecode at runtime via DSL (rules); mainly for testing/troubleshooting. (LGPL-2.1-or-later)
  • cglib - Bytecode generation library.
  • Javassist - Tries to simplify bytecode editing.
  • Mixin - Manipulate bytecode at runtime using real Java code.
  • Perses - Dynamically injects failure/latency at the bytecode level according to principles of chaos engineering.

Caching

Libraries that provide caching facilities.

  • cache2k - In-memory high performance caching library.
  • Caffeine - High-performance, near-optimal caching library.
  • Ehcache - Distributed general-purpose cache.
  • Infinispan - Highly concurrent key/value datastore used for caching.

CLI

Libraries for everything related to the CLI.

  • ASCII Table - Library to draw tables in ASCII.
  • Airline - Annotation-based framework for parsing Git-like command-line arguments.
  • args4j - Small library to parse command-line arguments.
  • Jansi - ANSI escape codes to format console output.
  • Java ASCII Render - Graphical primitives for the console.
  • JCommander - Command-line argument-parsing framework with custom types and validation via implementing interfaces.
  • jbock - Reflectionless command line parser.
  • Jexer - Advanced console (and Swing) text user interface (TUI) library, with mouse-draggable windows, built-in terminal window manager, and sixel image support. Looks like Turbo Vision.
  • JLine - Includes features from modern shells like completion or history.
  • JOpt Simple - Fluent parser that uses the POSIX#getopt and GNU#getopt_long syntaxes.
  • picocli - ANSI colors and styles in usage help with annotation-based POSIX/GNU/any syntax, subcommands, strong typing for both options and positional args.
  • Text-IO - Aids the creation of full console-based applications.
  • Lanterna - Easy console text-GUI library, similar to curses. (LGPL-3.0-only)

Cluster Management

Frameworks that can dynamically manage applications inside of a cluster.

  • Apache Aurora - Mesos framework for long-running services and cron jobs.
  • Singularity - Mesos framework that makes deployment and operations easy. It supports web services, background workers, scheduled jobs, and one-off tasks.

Code Analysis

Tools that provide metrics and quality measurements.

  • Checkstyle - Static analysis of coding conventions and standards. (LGPL-2.1-or-later)
  • Error Prone - Catches common programming mistakes as compile-time errors.
  • Infer - Modern static analysis tool for verifying the correctness of code.
  • jQAssistant - Static code analysis with Neo4J-based query language. (GPL-3.0-only)
  • NullAway - Eliminates NullPointerExceptions with low build-time overhead.
  • PMD - Source code analysis for finding bad coding practices.
  • SonarJava - Static analyzer for SonarQube & SonarLint. (LGPL-3.0-only)
  • Spoon - Library for analyzing and transforming Java source code.
  • Spotbugs - Static analysis of bytecode to find potential bugs. (LGPL-2.1-only)

Code Coverage

Frameworks and tools that enable code coverage metrics collection for test suites.

  • Clover - Relies on source-code instrumentation instead of bytecode instrumentation.
  • Cobertura - Relies on offline (or static) bytecode instrumentation and class loading to collect code coverage metrics. (GPL-2.0-only)
  • JaCoCo - Framework that enables collection of code coverage metrics, using both offline and runtime bytecode instrumentation.

Code Generators

Tools that generate patterns for repetitive code in order to reduce verbosity and error-proneness.

  • ADT4J - JSR-269 code generator for algebraic data types.
  • Auto - Generates factory, service, and value classes.
  • [Bootify [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-OkLQqPzX-1664270828116)(https://bootify.io)] - Browser-based Spring Boot app generation with JPA model and REST API.
  • FreeBuilder - Automatically generates the Builder pattern.
  • Geci - Discovers files that need generated code, updates automatically and writes to the source with a convenient API.
  • Immutables - Annotation processors to generate simple, safe and consistent value objects.
  • JavaPoet - API to generate source files.
  • JHipster - Yeoman source code generator for Spring Boot and AngularJS.
  • Joda-Beans - Small framework that adds queryable properties to Java, enhancing JavaBeans.
  • [JPA Buddy [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-jdMoqMFu-1664270828116)(https://www.jpa-buddy.com)] - Plugin for IntelliJ IDEA. Provides visual tools for generating JPA entities, Spring Data JPA repositories, Liquibase changelogs and SQL scripts. Offers automatic Liquibase/Flyway script generation by comparing model to DB, and reverse engineering JPA entities from DB tables.
  • Lombok - Code generator that aims to reduce verbosity.
  • Record-Builder - Companion builder class, withers and templates for Java records.
  • Telosys - Simple and light code generator available as an Eclipse Plugin and also as a CLI.

Compiler-compiler

Frameworks that help to create parsers, interpreters or compilers.

  • ANTLR - Complex full-featured framework for top-down parsing.
  • JavaCC - Parser generator that generates top-down parsers. Allows lexical state switching and permits extended BNF specifications.
  • JFlex - Lexical analyzer generator.

Computer Vision

Libraries which seek to gain high level information from images and videos.

  • BoofCV - Library for image processing, camera calibration, tracking, SFM, MVS, 3D vision, QR Code and much more.
  • ImageJ - Medical image processing application with an API.
  • JavaCV - Java interface to OpenCV, FFmpeg, and much more.

Configuration

Libraries that provide external configuration.

  • centraldogma - Highly-available version-controlled service configuration repository based on Git, ZooKeeper and HTTP/2.
  • cfg4j - Modern configuration library for distributed apps written in Java.
  • config - Configuration library supporting Java properties, JSON or its human optimized superset HOCON.
  • Configurate - Configuration library with support for various configuration formats and transformations.
  • dotenv - Twelve-factor configuration library which uses environment-specific files.
  • Externalized Properties - Lightweight but powerful configuration library which supports resolution of properties from external sources and an extensible post-processing/conversion mechanism.
  • ini4j - Provides an API for handling Windows’ INI files.
  • KAConf - Annotation-based configuration system for Java and Kotlin.
  • microconfig - Configuration system designed for microservices which helps to separate configuration from code. The configuration for different services can have common and specific parts and can be dynamically distributed.
  • owner - Reduces boilerplate of properties.

Constraint Satisfaction Problem Solver

Libraries that help with implementing optimization and satisfiability problems.

  • Choco - Off-the-shelf constraint satisfaction problem solver that uses constraint programming techniques.
  • JaCoP - Includes an interface for the FlatZinc language, enabling it to execute MiniZinc models. (AGPL-3.0)
  • OptaPlanner - Business planning and resource scheduling optimization solver.

CSV

Frameworks and libraries that simplify reading/writing CSV data.

  • FastCSV - Performance-optimized, dependency-free and RFC 4180 compliant.
  • jackson-dataformat-csv - Jackson extension for reading and writing CSV.
  • opencsv - Simple CSV parser.
  • Super CSV - Powerful CSV parser with support for Dozer, Joda-Time and Java 8.
  • uniVocity-parsers - One of the fastest and most feature-complete parsers. Also comes with parsers for TSV and fixed-width records.

Data Structures

Efficient and specific data structures.

  • Apache Avro - Data interchange format with dynamic typing, untagged data, and absence of manually assigned IDs.
  • Apache Orc - Fast and efficient columnar storage format for Hadoop-based workloads.
  • Apache Parquet - Columnar storage format based on assembly algorithms from Google’s paper on Dremel.
  • Apache Thrift - Data interchange format that originated at Facebook.
  • Big Queue - Fast and persistent queue based on memory-mapped files.
  • HyperMinHash-java - Probabilistic data structure for computing union, intersection, and set cardinality in loglog space.
  • Persistent Collection - Persistent and immutable analogue of the Java Collections Framework.
  • Protobuf - Google’s data interchange format.
  • RoaringBitmap - Fast and efficient compressed bitmap.
  • SBE - Simple Binary Encoding, one of the fastest message formats around.
  • Tape - Lightning-fast, transactional, file-based FIFO.
  • Wire - Clean, lightweight protocol buffers.

Database

Everything that simplifies interactions with the database.

  • Apache Calcite - Dynamic data management framework. It contains many of the pieces that comprise a typical database management system.
  • Apache Drill - Distributed, schema on-the-fly, ANSI SQL query engine for Big Data exploration.
  • Apache Phoenix - High-performance relational database layer over HBase for low-latency applications.
  • ArangoDB - ArangoDB Java driver.
  • Chronicle Map - Efficient, in-memory (opt. persisted to disk), off-heap key-value store.
  • Debezium - Low latency data streaming platform for change data capture.
  • druid - High-performance, column-oriented, distributed data store.
  • eXist - NoSQL document database and application platform. (LGPL-2.1-only)
  • FlexyPool - Brings metrics and failover strategies to the most common connection pooling solutions.
  • Flyway - Simple database migration tool.
  • H2 - Small SQL database notable for its in-memory functionality.
  • HikariCP - High-performance JDBC connection pool.
  • JDBI - Convenient abstraction of JDBC.
  • Jedis - Small client for interaction with Redis, with methods for commands.
  • Jest - Client for the Elasticsearch REST API.
  • jetcd - Client library for etcd.
  • Jinq - Typesafe database queries via symbolic execution of Java 8 Lambdas (on top of JPA or jOOQ).
  • jOOQ - Generates typesafe code based on SQL schema.
  • Leaf - Distributed ID generate service.
  • Liquibase - Database-independent library for tracking, managing and applying database schema changes.
  • MapDB - Embedded database engine that provides concurrent collections backed on disk or in off-heap memory.
  • MariaDB4j - Launcher for MariaDB that requires no installation or external dependencies.
  • Modality - Lightweight ORM with database reverse engineering features.
  • Querydsl - Typesafe unified queries.
  • QueryStream - Build JPA Criteria queries using a Stream-like API.
  • QuestDB - High-performance SQL database for time series. Supports InfluxDB line protocol, PostgreSQL wire protocol, and REST.
  • Realm - Mobile database to run directly inside phones, tablets or wearables.
  • Redisson - Allows for distributed and scalable data structures on top of a Redis server.
  • requery - Modern, lightweight but powerful object mapping and SQL generator. Easily map to or create databases, or perform queries and updates from any Java-using platform.
  • Speedment - Database access library that utilizes Java 8’s Stream API for querying.
  • Spring Data JPA MongoDB Expressions - Allows you to use MongoDB query language to query your relational database.
  • Trino - Distributed SQL query engine for big data.
  • Vibur DBCP - JDBC connection pool library with advanced performance monitoring capabilities.
  • Xodus - Highly concurrent transactional schema-less and ACID-compliant embedded database.

Date and Time

Libraries related to handling date and time.

  • Almanac Converter - Simple conversion between different calendar systems.
  • iCal4j - Parse and build iCalendar RFC 5545 data models.
  • Jollyday - Determines the holidays for a given year, country/name and eventually state/region.
  • ThreeTen-Extra - Additional date-time classes that complement those in JDK 8.
  • Time4J - Advanced date and time library. (LGPL-2.1-only)

Dependency Injection

Libraries that help to realize the Inversion of Control paradigm.

  • Apache DeltaSpike - CDI extension framework.
  • Dagger - Compile-time injection framework without reflection.
  • Feather - Ultra-lightweight, JSR-330-compliant dependency injection library.
  • Governator - Extensions and utilities that enhance Google Guice.
  • Guice - Lightweight and opinionated framework that completes Dagger.
  • HK2 - Lightweight and dynamic dependency injection framework.
  • JayWire - Lightweight dependency injection framework. (LGPL-3.0-only)

Development

Augmentation of the development process at a fundamental level.

  • AspectJ - Seamless aspect-oriented programming extension.
  • DCEVM - JVM modification that allows unlimited redefinition of loaded classes at runtime. (GPL-2.0-only)
  • Faux Pas - Library that simplifies error handling by circumventing the issue that none of the functional interfaces in the Java Runtime is allowed by default to throw checked exceptions.
  • HotswapAgent - Unlimited runtime class and resource redefinition. (GPL-2.0-only)
  • JavaParser - Parse, modify and generate Java code.
  • JavaSymbolSolver - Symbol solver.
  • Manifold - Re-energizes Java with powerful features like type-safe metaprogramming, structural typing and extension methods.
  • NoException - Allows checked exceptions in functional interfaces and converts exceptions to Optional return.
  • SneakyThrow - Ignores checked exceptions without bytecode manipulation. Can also be used inside Java 8 stream operations.
  • Tail - Enable infinite recursion using tail call optimization.

Distributed Applications

Libraries and frameworks for writing distributed and fault-tolerant applications.

  • Apache Geode - In-memory data management system that provides reliable asynchronous event notifications and guaranteed message delivery.
  • Apache Storm - Realtime computation system.
  • Apache ZooKeeper - Coordination service with distributed configuration, synchronization, and naming registry for large distributed systems.
  • Atomix - Fault-tolerant distributed coordination framework.
  • Axon - Framework for creating CQRS applications.
  • Dropwizard Circuit Breaker - Circuit breaker design pattern for Dropwizard. (GPL-2.0-only)
  • Failsafe - Simple failure handling with retries and circuit breakers.
  • Hazelcast - Highly scalable in-memory datagrid with a free open-source version.
  • JGroups - Toolkit for reliable messaging and cluster creation.
  • Quasar - Lightweight threads and actors for the JVM.
  • resilience4j - Functional fault tolerance library.
  • ScaleCube Services - Embeddable Cluster-Membership library based on SWIM and gossip protocol.
  • Zuul - Gateway service that provides dynamic routing, monitoring, resiliency, security, and more.

Distributed Transactions

Distributed transactions provide a mechanism for ensuring consistency of data updates in the presence of concurrent access and partial failures.

  • Atomikos - Provides transactions for REST, SOA and microservices with support for JTA and XA.
  • Bitronix - Simple but complete implementation of the JTA 1.1 API.
  • Narayana - Provides support for traditional ACID and compensation transactions, also complies with JTA, JTS and other standards. (LGPL-2.1-only)
  • Seata - Delivers high performance and easy to use distributed transaction services under a microservices architecture.

Distribution

Tools that handle the distribution of applications in native formats.

  • Artipie - Binary artifact management toolkit which hosts them on the file system or S3.
  • [Boxfuse [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-KYvjF1VQ-1664270828116)(https://boxfuse.com)] - Deployment of JVM applications to AWS using the principles of immutable infrastructure.
  • Capsule - Simple and powerful packaging and deployment. A fat JAR on steroids, or a “Docker for Java” that supports JVM-optimized containers.
  • Central Repository - Largest binary component repository available as a free service to the open-source community. Default used by Apache Maven, and available in all other build tools.
  • [Cloudsmith [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-Jkipl1h3-1664270828117)(https://cloudsmith.io)] - Fully managed package management SaaS with support for Maven/Gradle/SBT with a free tier.
  • Getdown - A system for deploying Java applications to end-user computers and keeping them up to date. Developed as an alternative to Java Web Start.
  • IzPack - Setup authoring tool for cross-platform deployments.
  • JavaPackager - Maven and Gradle plugin which provides an easy way to package Java applications in native Windows, Mac OS X or GNU/Linux executables, and generate installers for them.
  • jDeploy - Deploy desktop apps as native Mac, Windows or Linux bundles.
  • jlink.online - Builds optimized runtimes over HTTP.
  • [Nexus [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-tXaKV0Pb-1664270828117)(https://www.sonatype.com)] - Binary management with proxy and caching capabilities.
  • packr - Packs JARs, assets and the JVM for native distribution on Windows, Linux and macOS.
  • really-executable-jars-maven-plugin - Maven plugin for making self-executing JARs.

Document Processing

Libraries that assist with processing office document formats.

  • Apache POI - Supports OOXML (XLSX, DOCX, PPTX) as well as OLE2 (XLS, DOC or PPT).
  • documents4j - API for document format conversion using third-party converters such as MS Word.
  • docx4j - Create and manipulate Microsoft Open XML files.
  • fastexcel - High performance library to read and write large Excel (XLSX) worksheets.
  • zerocell - Annotation-based API for reading data from Excel sheets into POJOs with focus on reduced overhead.

Financial

Libraries related to the financial domain.

  • Cassandre - Trading bot framework.
  • Parity - Platform for trading venues.
  • Philadelphia - Low-latency financial information exchange.
  • Square - Integration with the Square API.
  • Stripe - Integration with the Stripe API.
  • ta4j - Library for technical analysis.

Formal Verification

Formal-methods tools: proof assistants, model checking, symbolic execution, etc.

  • CATG - Concolic unit testing engine. Automatically generates unit tests using formal methods.
  • Checker Framework - Pluggable type systems. Includes nullness types, physical units, immutability types and more. (GPL-2.0-only WITH Classpath-exception-2.0)
  • Daikon - Detects likely program invariants and generates JML specs based on those invariants.
  • Java Path Finder (JPF) - JVM formal verification tool containing a model checker and more. Created by NASA.
  • JMLOK 2.0 - Detects inconsistencies between code and JML specification through feedback-directed random tests generation, and suggests a likely cause for each nonconformance detected. (GPL-3.0-only)
  • KeY - Formal software development tool that aims to integrate design, implementation, formal specification, and formal verification of object-oriented software as seamlessly as possible. Uses JML for specification and symbolic execution for verification. (GPL-2.0-or-later)
  • OpenJML - Translates JML specifications into SMT-LIB format and passes the proof problems implied by the program to backend solvers. (GPL-2.0-only)

Functional Programming

Libraries that facilitate functional programming.

  • Cyclops - Monad and stream utilities, comprehensions, pattern matching, functional extensions for all JDK collections, future streams, trampolines and much more.
  • derive4j - Java 8 annotation processor and framework for deriving algebraic data types constructors, pattern-matching and morphisms. (GPL-3.0-only)
  • Fugue - Functional extensions to Guava.
  • Functional Java - Implements numerous basic and advanced programming abstractions that assist composition-oriented development.
  • jOOλ - Extension to Java 8 that aims to fix gaps in lambda by providing numerous missing types and a rich set of sequential Stream API additions.
  • protonpack - Collection of stream utilities.
  • StreamEx - Enhances Java 8 Streams.
  • Vavr - Functional component library that provides persistent data types and functional control structures.

Game Development

Frameworks that support the development of games.

  • FXGL - JavaFX Game Development Framework.
  • JBox2D - Port of the renowned C++ 2D physics engine.
  • jMonkeyEngine - Game engine for modern 3D development.
  • libGDX - All-round cross-platform, high-level framework.
  • Litiengine - AWT-based, lightweight 2D game engine.
  • LWJGL - Robust framework that abstracts libraries like OpenGL/CL/AL.
  • Mini2Dx - Beginner-friendly, master-ready framework for rapidly prototyping and building 2D games.

Geospatial

Libraries for working with geospatial data and algorithms.

  • Apache SIS - Library for developing geospatial applications.
  • Geo - GeoHash utilities in Java.
  • GeoTools - Library that provides tools for geospatial data. (LGPL-2.1-only)
  • GraphHopper - Road-routing engine. Used as a Java library or standalone web service.
  • H2GIS - Spatial extension of the H2 database. (LGPL-3.0-only)
  • Jgeohash - Library for using the GeoHash algorithm.
  • Mapsforge - Map rendering based on OpenStreetMap data. (LGPL-3.0-only)
  • Spatial4j - General-purpose spatial/geospatial library.

GUI

Libraries to create modern graphical user interfaces.

  • JavaFX - Successor of Swing.
  • Scene Builder - Visual layout tool for JavaFX applications.
  • SWT - Graphical widget toolkit.

High Performance

Everything about high-performance computation, from collections to specific libraries.

  • Agrona - Data structures and utility methods that are common in high-performance applications.
  • Disruptor - Inter-thread messaging library.
  • Eclipse Collections - Collections framework inspired by Smalltalk.
  • fastutil - Fast and compact type-specific collections.
  • HPPC - Primitive collections.
  • JCTools - Concurrency tools currently missing from the JDK.
  • Koloboke - Carefully designed extension of the Java Collections Framework with primitive specializations and more.

HTTP Clients

Libraries that assist with creating HTTP requests and/or binding responses.

  • Apache HttpComponents - A toolset of low level Java components focused on HTTP and associated protocols.
  • Async Http Client - Asynchronous HTTP and WebSocket client library.
  • Feign - HTTP client binder inspired by Retrofit, JAXRS-2.0, and WebSocket.
  • Google HTTP Client - Pluggable HTTP transport abstraction with support for java.net.HttpURLConnection, Apache HTTP Client, Android, Google App Engine, XML, Gson, Jackson and Protobuf.
  • methanol - HTTP client extensions library.
  • restQL-java - Microservice query language that fetches information from multiple services.
  • Retrofit - Typesafe REST client.
  • Ribbon - Client-side IPC library that is battle-tested in cloud.
  • Riptide - Client-side response routing for Spring’s RestTemplate.
  • unirest-java - Simplified, lightweight HTTP client library.

Hypermedia Types

Libraries that handle serialization to hypermedia types.

  • hate - Builds hypermedia-friendly objects according to HAL specification.
  • JSON-LD - JSON-LD implementation.
  • Siren4J - Library for the Siren specification.

IDE

Integrated development environments that try to simplify several aspects of development.

  • Eclipse - Established open-source project with support for lots of plugins and languages.
  • [IntelliJ IDEA [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-pknnaALj-1664270828118)(https://www.jetbrains.com/idea/)] - Supports many JVM languages and provides good options for Android development. The commercial edition targets the enterprise sector.
  • jGRASP - Created to provide software visualizations that work in conjunction with the debugger such as Control Structure Diagrams, UML class diagrams and Object Viewer.
  • NetBeans - Provides integration for several Java SE and EE features, from database access to HTML5.
  • Recaf - Bytecode editor.
  • Visual Studio Code - Provides Java support for lightweight projects with a simple, modern workflow by using extensions from the internal marketplace.

Imagery

Libraries that assist with the creation, evaluation or manipulation of graphical images.

  • Imgscalr - Simple, efficient and hardware-accelerated image-scaling library implemented in pure Java 2D.
  • Tess4J - JNA wrapper for Tesseract OCR API.
  • Thumbnailator - High-quality thumbnail generation library.
  • TwelveMonkeys - Collection of plugins that extend the number of supported image file formats.
  • ZXing - Multi-format 1D/2D barcode image processing library.
  • image-comparison - Library that compares 2 images with the same sizes and shows the differences visually by drawing rectangles. Some parts of the image can be excluded from the comparison. Can be used for automation qa tests.

Introspection

Libraries that help make the Java introspection and reflection API easier and faster to use.

  • ClassGraph - ClassGraph (formerly FastClasspathScanner) is an uber-fast, ultra-lightweight, parallelized classpath scanner and module scanner for Java, Scala, Kotlin and other JVM languages.
  • jOOR - jOOR stands for jOOR Object Oriented Reflection. It is a simple wrapper for the java.lang.reflect package.
  • Mirror - Mirror was created to bring light to a simple problem, usually named ReflectionUtil, which is on almost all projects that rely on reflection to do advanced tasks.
  • Objenesis - Allows dynamic instantiation without default constructor, e.g. constructors which have required arguments, side effects or throw exceptions.
  • ReflectASM - ReflectASM is a very small Java library that provides high performance reflection by using code generation.
  • Reflections - Reflections scans your classpath, indexes the metadata, allows you to query it on runtime and may save and collect that information for many modules within your project.

Job Scheduling

Libraries for scheduling background jobs.

  • JobRunr - Job scheduling library which utilizes lambdas for fire-and-forget, delayed and recurring jobs. Guarantees execution by single scheduler instance using optimistic locking. Has features for persistence, minimal dependencies and is embeddable.
  • Quartz - Feature-rich, open source job scheduling library that can be integrated within virtually any Java application.
  • Sundial - Lightweight framework to simply define jobs, define triggers and start the scheduler.
  • Wisp - Simple library with minimal footprint and straightforward API.
  • db-scheduler - Persistent and cluster-friendly scheduler.
  • easy-batch - Set up batch jobs with simple processing pipelines. Records are read in sequence from a data source, processed in pipeline and written in batches to a data sink.
  • shedlock - Makes sure that your scheduled tasks are executed at most once at the same time. If a task is being executed on one node, it acquires a lock which prevents execution of the same task from another node or thread.

JSON

Libraries for serializing and deserializing JSON to and from Java objects.

  • DSL-JSON - JSON library with advanced compile time databinding.
  • Genson - Powerful and easy-to-use Java-to-JSON conversion library.
  • Gson - Serializes objects to JSON and vice versa. Good performance with on-the-fly usage.
  • HikariJSON - High-performance JSON parser, 2x faster than Jackson.
  • jackson-modules-java8 - Set of Jackson modules for Java 8 datatypes and features.
  • Jackson-datatype-money - Open-source Jackson module to support JSON serialization and deserialization of JavaMoney data types.
  • Jackson - Similar to GSON, but offers performance gains if you need to instantiate the library more often.
  • JSON-io - Convert Java to JSON. Convert JSON to Java. Pretty print JSON. Java JSON serializer.
  • jsoniter - Fast and flexible library with iterator and lazy parsing API.
  • LoganSquare - JSON parsing and serializing library based on Jackson’s streaming API. Outperforms GSON & Jackson’s library.
  • Moshi - Modern JSON library, less opinionated and uses built-in types like List and Map.
  • Yasson - Binding layer between classes and JSON documents similar to JAXB.
  • fastjson - Very fast processor with no additional dependencies and full data binding.
  • Jolt - JSON to JSON transformation tool.
  • JsonPath - Extract data from JSON using XPATH-like syntax.
  • JsonSurfer - Streaming JsonPath processor dedicated to processing big and complicated JSON data.

JVM and JDK

Current implementations of the JVM/JDK.

  • Adopt Open JDK - Community-driven OpenJDK builds, including both HotSpot and OpenJ9.
  • Avian - JVM with JIT, AOT modes and iOS port.
  • Corretto - No-cost, multiplatform, production-ready distribution of OpenJDK by Amazon. (GPL-2.0-only WITH Classpath-exception-2.0)
  • Dragonwell8 - Downstream version of OpenJDK optimized for online e-commerce, financial, logistics applications.
  • Graal - Polyglot embeddable JVM. (GPL-2.0-only WITH Classpath-exception-2.0)
  • Liberica JDK - Built from OpenJDK, thoroughly tested and passed the JCK. (GPL-2.0-only WITH Classpath-exception-2.0)
  • OpenJ9 - High performance, enterprise-calibre, flexibly licensed, openly-governed cross-platform JVM extending and augmenting the runtime technology components from the Eclipse OMR and OpenJDK project.
  • Open JDK - Open JDK community home. (GPL-2.0-only WITH Classpath-exception-2.0)
  • ParparVM - VM with non-blocking, concurrent GC for iOS. (GPL-2.0-only WITH Classpath-exception-2.0)
  • RedHat Open JDK - RedHat’s OpenJDK distribution. (GPL-2.0-only WITH Classpath-exception-2.0)
  • SAP Machine - SAP’s no-cost, rigorously tested and JCK-verified OpenJDK friendly fork. (GPL-2.0-only WITH Classpath-exception-2.0)
  • Zulu - OpenJDK builds for Windows, Linux, and macOS. (GPL-2.0-only WITH Classpath-exception-2.0)

Logging

Libraries that log the behavior of an application.

  • Apache Log4j 2 - Complete rewrite with a powerful plugin and configuration architecture.
  • Echopraxia - API designed around structured logging, rich context, and conditional logging. There are Logback and Log4J2 implementations, but Echopraxia’s API is completely dependency-free, meaning it can be implemented with any logging API.
  • Graylog - Open-source aggregator suited for extended role and permission management. (GPL-3.0-only)
  • Kibana - Analyzes and visualizes log files. Some features require payment.
  • Logback - Robust logging library with interesting configuration options via Groovy.
  • Logbook - Extensible, open-source library for HTTP request and response logging.
  • Logstash - Tool for managing log files.
  • p6spy - Enables logging for all JDBC transactions without changes to the code.
  • SLF4J - Abstraction layer/simple logging facade.
  • tinylog - Lightweight logging framework with static logger class.
  • OpenTracing Toolbox - Collection of libraries that build on top of OpenTracing and provide extensions and plugins to existing instrumentations.

Machine Learning

Tools that provide specific statistical algorithms for learning from data.

  • Apache Flink - Fast, reliable, large-scale data processing engine.
  • Apache Mahout - Scalable algorithms focused on collaborative filtering, clustering and classification.
  • DatumBox - Provides several algorithms and pre-trained models for natural language processing.
  • Deeplearning4j - Distributed and multi-threaded deep learning library.
  • DJL - High-level and engine-agnostic framework for deep learning.
  • [H2O [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-2bPCbrsu-1664270828118)(https://www.h2o.ai)] - Analytics engine for statistics over big data.
  • JSAT - Algorithms for pre-processing, classification, regression, and clustering with support for multi-threaded execution. (GPL-3.0-only)
  • m2cgen - CLI tool to transpile models into native code.
  • oj! Algorithms - High-performance mathematics, linear algebra and optimisation needed for data science, machine learning and scientific computing.
  • Oryx 2 - Framework for building real-time, large-scale machine learning applications. Includes end-to-end applications for collaborative filtering, classification, regression, and clustering.
  • Siddhi - Cloud native streaming and complex event processing engine.
  • Smile - Statistical Machine Intelligence and Learning Engine provides a set of machine learning algorithms and a visualization library.
  • Tribuo - Provides tools for classification, regression, clustering, model development and interfaces with other libraries such as scikit-learn, pytorch and TensorFlow.
  • Weka - Collection of algorithms for data mining tasks ranging from pre-processing to visualization. (GPL-3.0-only)

Messaging

Tools that help send messages between clients to ensure protocol independency.

  • Aeron - Efficient, reliable, unicast and multicast message transport.
  • Apache ActiveMQ - Message broker that implements JMS and converts synchronous to asynchronous communication.
  • Apache Camel - Glues together different transport APIs via Enterprise Integration Patterns.
  • Apache Kafka - High-throughput distributed messaging system.
  • Apache Pulsar - Distributed pub/sub-messaging system.
  • Apache RocketMQ - Fast, reliable, and scalable distributed messaging platform.
  • Apache Qpid - Apache Qpid makes messaging tools that speak AMQP and support many languages and platforms.
  • EventBus - Simple publish/subscribe event bus.
  • Hermes - Fast and reliable message broker built on top of Kafka.
  • JeroMQ - Implementation of ZeroMQ.
  • Nakadi - Provides a RESTful API on top of Kafka.
  • RabbitMQ Java client - RabbitMQ client.
  • Smack - Cross-platform XMPP client library.
  • NATS client - NATS client.

Microservice

Tools for creating and managing microservices.

  • ActiveRPC - Lightweight and fast library for complex high-load distributed applications and Memcached-like solutions.
  • Apollo - Libraries for writing composable microservices.
  • Armeria - Asynchronous RPC/REST client/server library built on top of Java 8, Netty, HTTP/2, Thrift and gRPC.
  • consul-api - Client for the Consul API: a distributed, highly available and datacenter-aware registry/discovery service.
  • Eureka - REST-based service registry for resilient load balancing and failover.
  • Helidon - Two-style approach for writing microservices: Functional-reactive and as an implementation of MicroProfile.
  • Micronaut - Modern full-stack framework with focus on modularity, minimal memory footprint and startup time.
  • Nacos - Dynamic service discovery, configuration and service management platform for building cloud native applications.
  • Quarkus - Kubernetes stack tailored for the HotSpot and Graal VM.
  • Sentinel - Flow control component enabling reliability, resilience and monitoring for microservices.

Miscellaneous

Everything else.

  • CQEngine - Ultra-fast, SQL-like queries on Java collections.
  • Design Patterns - Implementation and explanation of the most common design patterns.
  • FF4J - Feature Flags for Java.
  • FizzBuzz Enterprise Edition - No-nonsense implementation of FizzBuzz made by serious businessmen for serious business purposes. (No explicit license)
  • J2ObjC - Java-to-Objective-C translator for porting Android libraries to iOS.
  • JBake - Static website generator.
  • JBot - Framework for building chatbots. (GPL-3.0-only)
  • JCuda - JCuda offers Java bindings for CUDA and CUDA-related libraries.
  • Jimfs - In-memory file system.
  • [JObfuscator[外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-hgMuSfvs-1664270828118)(https://www.pelock.com/products/jobfuscator)] - Source code obfuscator.
  • Joda-Money - Basic currency and money classes and algorithms not provided by the JDK.
  • JPad - Snippet runner.
  • jsweet - Source transpiler to TypeScript/JavaScript.
  • Maven Wrapper - Analogue of Gradle Wrapper for Maven, allows building projects without installing maven.
  • Membrane Service Proxy - Open-source, reverse-proxy framework.
  • MinimalFTP - Lightweight, small and customizable FTP server.
  • LittleProxy - High performance HTTP proxy atop Netty’s event-based networking library.
  • Modern Java - A Guide to Java 8 - Popular Java 8 guide.
  • Modernizer - Detect uses of legacy Java APIs.
  • OctoLinker - Browser extension which allows to navigate through code on GitHub more efficiently.
  • OpenRefine - Tool for working with messy data: cleaning, transforming, extending it with web services and linking it to databases.
  • PipelinR - Small utility library for using handlers and commands with pipelines.
  • Polyglot for Maven - Extensions for Maven 3.3.1+ that allows writing the POM model in dialects other than XML.
  • RR4J - RR4J is a tool that records java bytecode execution and later allows developers to replay locally.
  • Simple Java Mail - Mailing with a clean and fluent API.
  • Smooks - Framework for fragment-based message processing. (Apache-2.0 OR LGPL-3.0-or-later)
  • Togglz - Implementation of the Feature Toggles pattern.
  • TypeTools - Tools for resolving generic types.
  • XMLBeam - Processes XML by using annotations or XPath within code.
  • yGuard - Obfuscation via renaming and shrinking.

Mobile Development

Tools for creating or managing mobile applications.

  • Codename One - Cross-platform solution for writing native mobile apps. (GPL-2.0-only WITH Classpath-exception-2.0)
  • MobileUI - Cross-platform framework for developing mobile apps with native UI in Java and Kotlin.
  • Multi-OS Engine - Open-source, cross-platform engine to develop native mobile (iOS, Android, etc.) apps.

Monitoring

Tools that monitor applications in production.

  • Automon - Combines the power of AOP with monitoring and/or logging tools.
  • Failsafe Actuator - Out of the box monitoring of Failsafe Circuit Breaker in Spring-Boot environment.
  • Glowroot - Open-source Java APM.
  • inspectIT - Captures detailed run-time information via hooks that can be changed on the fly. It supports tracing over multiple systems via the OpenTracing API and can correlate the data with end user monitoring.
  • [Instrumental [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-Bx5X7g0X-1664270828118)(https://instrumentalapp.com)] - Real-time Java application performance monitoring. A commercial service with free development accounts.
  • JavaMelody - Performance monitoring and profiling.
  • Jaeger client - Jaeger client.
  • jmxtrans - Connect to multiple JVMs and query them for their attributes via JMX. Its query language is based on JSON, which allows non-Java programmers to access the JVM attributes. Supports different output writes, including Graphite, Ganglia, and StatsD.
  • Jolokia - JMX over REST.
  • Metrics - Expose metrics via JMX or HTTP and send them to a database.
  • [Datadog [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-fWOM7a9p-1664270828119)(https://github.com/DataDog/dd-trace-java)] - Modern monitoring & analytics.
  • nudge4j - Remote developer console from the browser for Java 8 via bytecode injection.
  • Pinpoint - Open-source APM tool.
  • Prometheus - Provides a multi-dimensional data model, DSL, autonomous server nodes and much more.
  • [Sentry [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-2R9yNNDs-1664270828119)(https://github.com/getsentry/sentry-java)] - Integration with Sentry, an application error tracking and performance analysis platform.
  • [SPM [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-sGqDiaLM-1664270828119)(https://github.com/sematext/sematext-agent-java)] - Performance monitor with distributing transaction tracing for JVM apps.
  • Stagemonitor - Open-source performance monitoring and transaction tracing for JVM apps.
  • Sysmon - Lightweight platform monitoring tool for Java VMs.
  • zipkin - Distributed tracing system which gathers timing data needed to troubleshoot latency problems in microservice architectures.

Native

For working with platform-specific native libraries.

  • Aparapi - Converts bytecode to OpenCL which allows execution on GPUs.
  • JavaCPP - Provides efficient and easy access to native C++.
  • JNA - Work with native libraries without writing JNI. Also provides interfaces to common system libraries.
  • JNR - Work with native libraries without writing JNI. Also provides interfaces to common system libraries. Same goals as JNA, but faster, and serves as the basis for the upcoming Project Panama.

Natural Language Processing

Libraries that specialize in processing text.

  • CogCompNLP - Provides common annotators for plain text input. (Research and Academic Use License)
  • CoreNLP - Provides a set of fundamental tools for tasks like tagging, named entity recognition, and sentiment analysis. (GPL-3.0-or-later)
  • DKPro - Collection of reusable NLP tools for linguistic pre-processing, machine learning, lexical resources, etc.
  • LingPipe - Toolkit for tasks ranging from POS tagging to sentiment analysis.

Networking

Libraries for building network servers.

  • Commons-networking - Client for server-sent events (SSE).
  • Comsat - Integrates standard Java web-related APIs with Quasar fibers and actors.
  • Dubbo - High-performance RPC framework.
  • Grizzly - NIO framework. Used as a network layer in Glassfish.
  • gRPC - RPC framework based on protobuf and HTTP/2.
  • KryoNet - Provides a clean and simple API for efficient TCP and UDP client/server network communication using NIO and Kryo.
  • MINA - Abstract, event-driven async I/O API for network operations over TCP/IP and UDP/IP via Java NIO.
  • Netty - Framework for building high-performance network applications.
  • Drift - Easy-to-use, annotation-based library for creating Thrift clients and serializable types.
  • ServiceTalk - Framework built on Netty with APIs tailored to specific protocols and support for multiple programming paradigms.
  • sshj - Programmatically use SSH, SCP or SFTP.
  • TLS Channel - Implements a ByteChannel interface over SSLEngine, enabling easy-to-use (socket-like) TLS.
  • Undertow - Web server providing both blocking and non-blocking APIs based on NIO. Used as a network layer in WildFly. (LGPL-2.1-only)
  • urnlib - Represent, parse and encode URNs, as in RFC 2141. (GPL-3.0-only)

ORM

APIs that handle the persistence of objects.

  • Apache Cayenne - Provides a clean, static API for data access. Also includes a GUI Modeler for working with database mappings, and DB reverse engineering and generation.
  • Doma - Database access framework that verifies and generates source code at compile time using annotation processing as well as native SQL templates called two-way SQL.
  • Ebean - Provides simple and fast data access.
  • EclipseLink - Supports a number of persistence standards: JPA, JAXB, JCA and SDO.
  • Hibernate - Robust and widely used, with an active community. (LGPL-2.1-only)
  • MyBatis - Couples objects with stored procedures or SQL statements.
  • ObjectiveSql - ActiveRecord ORM for rapid development and convention over configuration.
  • Permazen - Language-natural persistence layer.
  • SimpleFlatMapper - Simple database and CSV mapper.

PaaS

Java platform as a service.

  • [AWS Elastic Beanstalk [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-iU3jYTXF-1664270828120)(https://aws.amazon.com/elasticbeanstalk/)] - AWS-based, with support for Tomcat and Jetty.
  • [AWS Lambda [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-wpiMe8k4-1664270828120)(https://aws.amazon.com/lambda/)] - Serverless computation.
  • [Google Cloud [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-fa6a5KxC-1664270828120)(https://cloud.google.com)] - Google’s cloud infrastructure.
  • [Heroku [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-Cdlc5eMX-1664270828121)(https://www.heroku.com)] - Abstract computing environments.
  • [Microsoft Azure [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-gKxs5NvS-1664270828121)(https://azure.microsoft.com/en-us/)] - Microsoft’s cloud infrastructure.
  • [OpenShift [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-4tn623SG-1664270828121)(https://www.openshift.com)] - Provides additionally an on-premise solution.

PDF

Tools to help with PDF files.

  • Apache FOP - Creates PDFs from XSL-FO.
  • Apache PDFBox - Toolbox for creating and manipulating PDFs.
  • Dynamic Jasper - Abstraction layer to JasperReports. (LGPL-3.0-only)
  • DynamicReports - Simplifies JasperReports. (LGPL-3.0-only)
  • Eclipse BIRT - Report engine for creating PDF and other formats (DOCX, XLSX, HTML, etc) using Eclipse-based visual editor.
  • flyingsaucer - XML/XHTML and CSS 2.1 renderer. (LGPL-2.1-or-later)
  • [iText [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-qb5vvDT5-1664270828122)(https://itextpdf.com/en)] - Creates PDF files programmatically.
  • JasperReports - Complex reporting engine. (LGPL-3.0-only)
  • Open HTML to PDF - Properly supports modern PDF standards based on flyingsaucer and Apache PDFBox.
  • OpenPDF - Open-source iText fork. (LGPL-3.0-only & MPL-2.0)
  • Tabula - Extracts tables from PDF files.

Performance analysis

Tools for performance analysis, profiling and benchmarking.

  • [fastThread [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-ZbHpv5tF-1664270828122)(https://fastthread.io)] - Analyze and visualize thread dumps with a free cloud-based upload interface.
  • [GCeasy [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-QzfOT3KV-1664270828122)(https://gceasy.io)] - Tool to analyze and visualize GC logs. It provides a free cloud-based upload interface.
  • honest-profiler - Low-overhead, bias-free sampling profiler.
  • jHiccup - Logs and records platform JVM stalls.
  • JITWatch - Analyze the JIT compiler optimisations made by the HotSpot JVM.
  • JMH - Harness for building, running, and analysing nano/micro/milli/macro benchmarks written in Java and other languages targeting the JVM. (GPL-2.0 only WITH Classpath-exception-2.0)
  • LatencyUtils - Utilities for latency measurement and reporting.

Platform

Frameworks that are suites of multiple libraries encompassing several categories.

Apache Commons

  • BCEL - Byte Code Engineering Library - analyze, create, and manipulate Java class files.
  • BeanUtils - Easy-to-use wrappers around the Java reflection and introspection APIs.
  • BeanUtils2 - Redesign of Commons BeanUtils.
  • BSF - Bean Scripting Framework - interface to scripting languages, including JSR-223.
  • Chain - Chain of Responsibility pattern implementation.
  • ClassScan - Find Class interfaces, methods, fields, and annotations without loading.
  • CLI - Command-line arguments parser.
  • CLI2 - Redesign of Commons CLI.
  • Codec - General encoding/decoding algorithms, e.g. phonetic, base64 or URL.
  • Collections - Extends or augments the Java Collections Framework.
  • Compress - Defines an API for working with tar, zip and bzip2 files.
  • Configuration - Reading of configuration/preferences files in various formats.
  • Convert - Commons-Convert aims to provide a single library dedicated to the task of converting an object of one type to another.
  • CSV - Component for reading and writing comma separated value files.
  • Daemon - Alternative invocation mechanism for unix-daemon-like java code.
  • DBCP - Database connection pooling services.
  • DbUtils - JDBC helper library.
  • Digester - XML-to-Java-object mapping utility.
  • Email - Library for sending e-mail from Java.
  • Exec - API for dealing with external process execution and environment management in Java.
  • FileUpload - File upload capability for your servlets and web applications.
  • Finder - Java library inspired by the UNIX find command.
  • Flatfile - Java library for working with flat data structures.
  • Functor - Function that can be manipulated as an object, or an object representing a single, generic function.
  • Graph - General purpose graph APIs and algorithms.
  • I18n - Adds the feature of localized message bundles that consist of one or many localized texts that belong together.
  • Id - Id is a component used to generate identifiers.
  • Imaging - Image library.
  • IO - Collection of I/O utilities.
  • Javaflow - Continuation implementation to capture the state of the application.
  • JCI - Java Compiler Interface.
  • JCS - Java Caching System.
  • Jelly - XML based scripting and processing engine.
  • Jexl - Expression language which extends the Expression Language of the JSTL.
  • JNet - JNet allows to use dynamically register url stream handlers through the java.net API.
  • JXPath - Utilities for manipulating Java Beans using the XPath syntax.
  • Lang - Provides extra functionality for classes in java.lang.
  • Logging - Wrapper around a variety of logging API implementations.
  • Math - Lightweight, self-contained mathematics and statistics components.
  • Monitoring - Monitoring aims to provide a simple but extensible monitoring solution for Java applications.
  • Nabla - Nabla provides automatic differentiation classes that can generate derivative of any function implemented in the Java language.
  • Net - Collection of network utilities and protocol implementations.
  • OGNL - Object-graph navigation language.
  • OpenPGP - Interface to signing and verifying data using OpenPGP.
  • Performance - Small framework for microbenchmark clients, with implementations for Commons DBCP and Pool.
  • Pipeline - Provides a set of pipeline utilities designed around work queues that run in parallel to sequentially process data objects.
  • Pool - Generic object pooling component.
  • Proxy - Library for creating dynamic proxies.
  • RDF - Common implementation of RDF 1.1 that could be implemented by systems on the JVM.
  • RNG - Commons Rng provides implementations of pseudo-random numbers generators.
  • SCXML - Implementation of the State Chart XML specification aimed at creating and maintaining a Java SCXML engine.
  • Validator - Framework to define validators and validation rules in an xml file.
  • VFS - Virtual File System component for treating files, FTP, SMB, ZIP and such like as a single logical file system.
  • Weaver - Provides an easy way to enhance (weave) compiled bytecode.

Other

  • CUBA Platform - High-level framework for developing enterprise applications with a rich web interface, based on Spring, EclipseLink and Vaadin.
  • Light-4J - Fast, lightweight and productive microservices framework with built-in security.
  • Orienteer - Open-source business application platform for rapid configuration/development of CRM, ERP, LMS and other applications.
  • Spring - Provides many packages for dependency injection, aspect-oriented programming, security, etc.

Processes

Libraries that help the management of operating system processes.

  • ch.vorburger.exec - Convenient API around Apache Commons Exec.
  • zt-exec - Provides a unified API to Apache Commons Exec and ProcessBuilder.
  • zt-process-killer - Stops processes started from Java or the system processes via PID.

Reactive libraries

Libraries for developing reactive applications.

  • Akka - Toolkit and runtime for building concurrent, distributed, fault-tolerant and event-driven applications.
  • Reactive Streams - Provides a standard for asynchronous stream processing with non-blocking backpressure.
  • Reactor - Library for building reactive fast-data applications.
  • RxJava - Allows for composing asynchronous and event-based programs using observable sequences.
  • vert.x - Polyglot event-driven application framework.

REST Frameworks

Frameworks specifically for creating RESTful services.

  • Dropwizard - Opinionated framework for setting up modern web applications with Jetty, Jackson, Jersey and Metrics.
  • Elide - Opinionated framework for JSON- or GraphQL-APIs based on a JPA data model.
  • Jersey - JAX-RS reference implementation.
  • Microserver - Convenient, extensible microservices plugin system for Spring & Spring Boot. With more than 30 plugins and growing, it supports both micro-monolith and pure microservices styles.
  • Rapidoid - Simple, secure and extremely fast framework consisting of an embedded HTTP server, GUI components and dependency injection.
  • rest.li - Framework for building robust, scalable RESTful architectures using typesafe bindings and asynchronous, non-blocking IO with an end-to-end developer workflow that promotes clean practices, uniform interface design and consistent data modeling.
  • RESTEasy - Fully certified and portable implementation of the JAX-RS specification.
  • RestExpress - Thin wrapper on the JBoss Netty HTTP stack that provides scaling and performance.
  • Restlet Framework - Pioneering framework with powerful routing and filtering capabilities, and a unified client and server API.
  • Spark - Sinatra inspired framework.
  • Crnk - Implementation of the JSON API specification to build resource-oriented REST endpoints with sorting, filtering, paging, linking, object graphs, type-safety, bulk updates, integrations and more.
  • springdoc-openapi - Automates the generation of API documentation using Spring Boot projects.
  • Swagger - Standard, language-agnostic interface to REST APIs.

Science

Libraries for scientific computing, analysis and visualization.

  • BioJava - Facilitates processing biological data by providing algorithms, file format parsers, sequencing and 3D visualization commonly used in bioinformatics.
  • Chart-FX - Scientific charting library with focus on performance optimised real-time data visualisation at 25 Hz update rates for large data sets.
  • DataMelt - Environment for scientific computation, data analysis and data visualization. (GPL-3.0-or-later)
  • Erdos - Modular, light and easy graph framework for theoretic algorithms.
  • GraphStream - Library for modeling and analyzing dynamic graphs.
  • JFreeChart - 2D chart library for Swing, JavaFX and server-side applications. (LGPL-2.1-only)
  • JGraphT - Graph library that provides mathematical graph-theory objects and algorithms.
  • JGraphX - Library for visualizing (mainly Swing) and interacting with node-edge graphs.
  • LogicNG - Library for creating, manipulating and solving Boolean and Pseudo-Boolean formulas.
  • Mines Java Toolkit - Library for geophysical scientific computation, visualization and digital signal analysis.
  • Morpheus - Provides a versatile two-dimensional memory efficient tabular data structure called a DataFrame to enable efficient in-memory analytics for scientific computing on the JVM.
  • Orson-Charts - Generates a wide variety of 3D charts that can be displayed with Swing and JavaFX or exported to PDF, SVG, PNG and JPEG. (GPL-3.0-only)
  • Tablesaw - Includes a data-frame, an embedded column store, and hundreds of methods to transform, summarize, or filter data.
  • XChart - Light-weight library for plotting data. Many customizable chart types are available.

Search

Engines that index documents for search and analysis.

  • Apache Lucene - High-performance, full-featured, cross-platform, text search engine library.
  • Apache Solr - Enterprise search engine optimized for high-volume traffic.
  • Elasticsearch - Distributed, multitenant-capable, full-text search engine with a RESTful web interface and schema-free JSON documents.
  • Indexer4j - Simple and light full text indexing and searching library.

Security

Libraries that handle security, authentication, authorization or session management.

  • Apache Shiro - Performs authentication, authorization, cryptography and session management.
  • Bouncy Castle - All-purpose cryptographic library and JCA provider offering a wide range of functions, from basic helpers to PGP/SMIME operations.
  • Cryptomator - Multiplatform, transparent, client-side encryption of files in the cloud. (GPL-3.0-only)
  • Hdiv - Runtime application that repels application security risks included in the OWASP Top 10, including SQL injection, cross-site scripting, cross-site request forgery, data tampering, and brute force attacks.
  • jjwt - JSON web token for Java and Android.
  • jwt-java - Easily create and parse JSON Web Tokens and create customized JWT validators using a fluent API.
  • Jwks RSA - JSON Web Key Set parser.
  • Kalium - Binding for the Networking and Cryptography (NaCl) library.
  • Keycloak - Integrated SSO and IDM for browser apps and RESTful web services.
  • Keywhiz - System for distributing and managing secrets.
  • Nbvcxz - Advanced password strength estimation.
  • OACC - Provides permission-based authorization services.
  • OTP-Java - One-time password generator library according to RFC 4226 (HOTP) and RFC 6238 (TOTP).
  • pac4j - Security engine.
  • Password4j - User-friendly cryptographic library that supports Argon2, Bcrypt, Scrypt, PBKDF2 and various other cryptographic hash functions.
  • SecurityBuilder - Fluent Builder API for JCA and JSSE classes and especially X.509 certificates.
  • SSLContext-Kickstart - High-level SSL context builder for configuring HTTP clients with SSL/TLS.
  • Themis - Multi-platform high-level cryptographic library provides easy-to-use encryption for protecting sensitive data: secure messaging with forward secrecy, secure data storage (AES256GCM); suits for building end-to-end encrypted applications.
  • Tink - Provides a simple and misuse-proof API for common cryptographic tasks.

Serialization

Libraries that handle serialization with high efficiency.

  • FlatBuffers - Memory-efficient serialization library that can access serialized data without unpacking and parsing it.
  • FST - JDK-compatible, high-performance object graph serialization.
  • Kryo - Fast and efficient object graph serialization framework.
  • MessagePack - Efficient binary serialization format.
  • PHP Serializer - Serializing objects in the PHP serialization format.

Server

Servers specifically used to deploy applications.

  • Apache Tomcat - Robust, all-round server for Servlet and JSP.
  • Apache TomEE - Tomcat plus Java EE.
  • Jetty - Provides a Web server and javax.servlet container, plus support for HTTP/2, WebSocket, OSGi, JMX, JNDI, JAAS and many other integrations.
  • nanohttpd - Tiny, easily embeddable HTTP server.
  • WildFly - Formerly known as JBoss and developed by Red Hat with extensive Java EE support. (LGPL-2.1-only)

Template Engine

Tools that substitute expressions in a template.

  • Freemarker - Library to generate text output (HTML web pages, e-mails, configuration files, source code, etc.) based on templates and changing data.
  • Handlebars.java - Logicless and semantic Mustache templates.
  • Jade4J - Implementation of Pug (formerly known as Jade).
  • Jamal - Extendable template engine embedded into Maven/JavaDoc, supporting multiple extensions (Groovy, Ruby, JavaScript, JShell, PlantUml) with support for snippet handling.
  • jte - Compiles to classes, and uses an easy syntax, several features to make development easier and provides fast execution and a small footprint.
  • Jtwig - Modular, configurable and fully tested template engine.
  • Pebble - Inspired by Twig and separates itself with its inheritance feature and its easy-to-read syntax. It ships with built-in autoescaping for security and it includes integrated support for internationalization.
  • Rocker - Optimized, memory efficient and speedy template engine producing statically typed, plain objects.
  • StringTemplate - Template engine for generating source code, web pages, emails, or any other formatted text output.
  • Thymeleaf - Aims to be a substitute for JSP and works for XML files.

Testing

Tools that test from model to the view.

Asynchronous

Tools that simplify testing asynchronous services.

  • Awaitility - DSL for synchronizing asynchronous operations.
  • ConcurrentUnit - Toolkit for testing multi-threaded and asynchronous applications.
  • GreenMail - In-memory email server for integration testing. Supports SMTP, POP3 and IMAP including SSL. (GPL-2.0-only)
  • Hoverfly Java - Native bindings for Hoverfly, a proxy which allows you to simulate HTTP services.
  • Karate - DSL that combines API test-automation, mocks and performance-testing making testing REST/HTTP services easy.
  • REST Assured - DSL for easy testing of REST/HTTP services.

BDD

Testing for the software development process that emerged from TDD and was heavily influenced by DDD and OOAD.

  • Cucumber - Provides a way to describe features in a plain language which customers can understand.
  • Cukes-REST - Collection of Gherkin steps for REST-service testing using Cucumber.
  • J8Spec - Follows a Jasmine-like syntax.
  • JBehave - Extensively configurable framework that describes stories.
  • JGiven - Provides a fluent API which allows for simpler composition.
  • Lamdba Behave - Aims to provide a fluent API to write tests in long and descriptive sentences that read like plain English.
  • Serenity BDD - Automated Acceptance testing and reporting library that works with Cucumber, JBehave and JUnit to make it easier to write high quality executable specifications.

Fixtures

Everything related to the creation and handling of random data.

Frameworks

Provide environments to run tests for a specific use case.

  • ArchUnit - Test library for specifying and asserting architecture rules.
  • Apache JMeter - Functional testing and performance measurements.
  • Arquillian - Integration and functional testing platform for Java EE containers.
  • Citrus - Integration testing framework that focuses on both client- and server-side messaging.
  • Gatling - Load testing tool designed for ease of use, maintainability and high performance.
  • JUnit - Common testing framework.
  • jqwik - Engine for property-based testing built on JUnit 5.
  • Pact JVM - Consumer-driven contract testing.
  • PIT - Fast mutation-testing framework for evaluating fault-detection abilities of existing JUnit or TestNG test suites.

Matchers

Libraries that provide custom matchers.

  • AssertJ - Fluent assertions that improve readability.
  • Hamcrest - Matchers that can be combined to create flexible expressions of intent.
  • JSONAssert - Simplifies testing JSON strings.
  • Truth - Google’s fluent assertion and proposition framework.
  • XMLUnit - Simplifies testing for XML output.

Miscellaneous

Other stuff related to testing.

  • ConsoleCaptor - Captures console output for unit testing purposes.
  • junit-dataprovider - TestNG-like data provider/runner for JUnit.
  • LogCaptor - Captures log entries for unit testing purposes.
  • Mutability Detector - Reports whether instances of a given class are immutable.
  • raml-tester - Tests if a request/response matches a given RAML definition.
  • TestContainers - Provides throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.
  • pojo-tester - Automatically performs tests on basic POJO methods. (LGPL-3.0-only)

Mocking

Tools which mock collaborators to help testing single, isolated units.

  • JMockit - Integration testing, API mocking and faking, and code coverage.
  • Mockito - Mocking framework that lets you write tests with a clean and simple API.
  • MockServer - Allows mocking of systems integrated with HTTPS.
  • Moco - Concise web services for stubs and mocks.
  • PowerMock - Mocks static methods, constructors, final classes and methods, private methods, and removal of static initializers.
  • WireMock - Stubs and mocks web services.

Utility

Libraries which provide general utility functions.

  • Arthas - Allows to troubleshoot production issues for applications without modifying code or restarting servers.
  • bucket4j - Rate limiting library based on token-bucket algorithm.
  • cactoos - Collection of object-oriented primitives.
  • CRaSH - Provides a shell into a JVM that’s running CRaSH. Used by Spring Boot and others. (LGPL-2.1-or-later)
  • Dex - Java/JavaFX tool capable of powerful ETL and data visualization.
  • Embulk - Bulk data loader that helps data transfer between various databases, storages, file formats, and cloud services.
  • fswatch - Micro library to watch for directory file system changes, simplifying java.nio.file.WatchService.
  • Gephi - Cross-platform for visualizing and manipulating large graph networks. (GPL-3.0-only)
  • Guava - Collections, caching, primitives support, concurrency libraries, common annotations, string processing, I/O, and more.
  • JADE - Framework and environment for building and debugging multi-agent systems. (LGPL-2.0-only)
  • Java Diff Utils - Utilities for text or data comparison and patching.
  • JavaVerbalExpressions - Library that helps with constructing difficult regular expressions.
  • JGit - Lightweight, pure Java library implementing the Git version control system.
  • minio-java - Provides simple APIs to access any Amazon S3-compatible object storage server.
  • Protégé - Provides an ontology editor and a framework to build knowledge-based systems.
  • Underscore-java - Port of Underscore.js functions.

Version Managers

Utilities that help create the development shell environment and switch between different Java versions.

  • jabba - Java Version Manager inspired by nvm. Supports macOS, Linux and Windows.
  • jenv - Java Version Manager inspired by rbenv. Can configure globally or per project. Tested on Debian and macOS.
  • SDKMan - Java Version Manager inspired by RVM and rbenv. Supports UNIX-based platforms and Windows.

Web Crawling

Libraries that analyze the content of websites.

  • Apache Nutch - Highly extensible, highly scalable web crawler for production environments.
  • Crawler4j - Simple and lightweight web crawler.
  • jsoup - Scrapes, parses, manipulates and cleans HTML.
  • StormCrawler - SDK for building low-latency and scalable web crawlers.
  • webmagic - Scalable crawler with downloading, url management, content extraction and persistent.

Web Frameworks

Frameworks that handle the communication between the layers of a web application.

  • ActiveJ - Lightweight asynchronous framework built from the ground up for developing high-performance web applications.
  • Apache Tapestry - Component-oriented framework for creating dynamic, robust, highly scalable web applications.
  • Apache Wicket - Component-based web application framework similar to Tapestry, with a stateful GUI.
  • Blade - Lightweight, modular framework that aims to be elegant and simple.
  • Bootique - Minimally opinionated framework for runnable apps.
  • Firefly - Asynchronous framework for rapid development of high-performance web application.
  • Jooby - Scalable, fast and modular micro-framework that offers multiple programming models.
  • Ninja - Full-stack web framework.
  • Pippo - Small, highly modularized, Sinatra-like framework.
  • Play - Built on Akka, it provides predictable and minimal resource consumption (CPU, memory, threads) for highly-scalable applications in Java and Scala.
  • PrimeFaces - JSF framework with both free and commercial/support versions and frontend components.
  • Ratpack - Set of libraries that facilitate fast, efficient, evolvable and well-tested HTTP applications.
  • Takes - Opinionated web framework which is built around the concepts of True Object-Oriented Programming and immutability.
  • Vaadin - Event-driven framework that uses standard web components. Server-side architecture with Ajax on the client side.

Workflow Orchestration Engines

  • Cadence - Stateful code platform from Uber.
  • flowable - Compact and efficient workflow and business process management platform.
  • Temporal - Microservice orchestration platform, forked from Cadence but gRPC based.

Resources

Related Awesome Lists

Awesome Lists related to the Java & JVM ecosystem.

Communities

Active discussions.

Frontends

Websites that provide a frontend for this list. Please note, there won’t be an official website. We don’t associate with a particular website and everybody is allowed to create one.

Influential Books

Books that made a big impact and are still worth reading.

Podcasts and Screencasts

Something to look at or listen to while programming.

People

Twitter

Active accounts to follow. Descriptions from Twitter.

  • Adam Bien - Freelance author, JavaOne Rockstar speaker, consultant, Java Champion.
  • Aleksey Shipilëv - Performance geek, benchmarking czar, concurrency bug hunter.
  • Antonio Goncalves - Java Champion, JUG Leader, Devoxx France, Java EE 6/7, JCP, Author.
  • Arun Gupta - Java Champion, JavaOne Rockstar, JUG Leader, Devoxx4Kids-er, VP of Developer Advocacy at Couchbase.
  • Brian Goetz - Java Language Architect at Oracle.
  • Bruno Borges - Product Manager/Java Jock at Oracle.
  • Chris Engelbert - Open Source Enthusiast, Speaker, Developer, Developer Advocacy at TimescaleDB.
  • Chris Richardson - Software architect, consultant, and serial entrepreneur, Java Champion, JavaOne Rock Star, *POJOs in Action- author.
  • Ed Burns - Consulting Member of the Technical Staff at Oracle.
  • Eugen Paraschiv - Author of the Spring Security Course.
  • Heinz Kabutz - Java Champion, speaker, author of The Java Specialists’ Newsletter, concurrency performance expert.
  • Holly Cummins - Technical Lead of IBM London’s Bluemix Garage, Java Champion, developer, author, JavaOne rockstar.
  • James Weaver - Java/JavaFX/IoT developer, author and speaker.
  • Java EE - Official Java EE Twitter account.
  • Java Magazine - Official Java Magazine account.
  • Java - Official Java Twitter account.
  • Javin Paul - Well-known Java blogger.
  • Josh Long - Spring Advocate at Pivotal, author of O’Reilly’s Cloud Native Java- and Building Microservices with Spring Boot, JavaOne Rock Star.
  • Lukas Eder - Java Champion, speaker, Founder and CEO Data Geekery (jOOQ).
  • Mani Sarkar - Java champion, Polyglot, Software Crafter involved with @graalvm, AI/ML/DL, Data Science, Developer communities, speaker & blogger. Creator of couple of awesome lists like this one.
  • Mario Fusco - RedHatter, JUG coordinator, frequent speaker and author.
  • Mark Heckler - Pivotal Principal Technologist and Developer Advocate, conference speaker, published author, and Java Champion, focusing on Internet of Things and the cloud.
  • Mark Reinhold - Chief Architect, Java Platform Group, Oracle.
  • Markus Eisele - Java EE evangelist, Red Hat.
  • Martijn Verburg - London JUG co-leader, speaker, author, Java Champion and much more.
  • Martin Thompson - Pasty faced performance gangster.
  • Monica Beckwith - Performance consultant, JavaOne Rock Star.
  • OpenJDK - Official OpenJDK account.
  • Peter Lawrey - Peter Lawrey, Java performance expert.
  • Randy Shoup - Stitch Fix VP Engineering, speaker, JavaOne Rock Star.
  • Reza Rahman - Java EE/GlassFish/WebLogic evangelist, author, speaker, open source hacker.
  • Sander Mak - Java Champion, author.
  • Simon Maple - Java Champion, VirtualJUG founder, LJC leader, RebelLabs author.
  • Spencer Gibb - Software Engineer, Dad, Geek, Co-founder and Lead of Spring Cloud Core @pivotal.
  • Stephen Colebourne - Java Champion, speaker.
  • Trisha Gee - Java Champion and speaker.
  • Venkat Subramaniam - Author, University of Houston professor, MicroSoft MVP award recipient, JavaOne Rock Star, Java Champion.
  • Vlad Mihalcea - Java Champion working on Hypersistence Optimizer, database aficionado, author of High-Performance Java Persistence book.

Other

  • Groundbreakers - Oracle ACEs, Groundbreaker Ambassadors and Java Champions.

Websites

Sites to read.

Contributing

Contributions are very welcome!

Please have a look at the CONTRIBUTING guidelines and the validation tools.


SAP-Garson
原文链接:https://blog.csdn.net/centrl/article/details/127075071

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CertificateType Change Log ChatGPT CHECK_ACCESS_KEYS CHECKBOX CheckBoxGroup Check按钮 chrome CI & CD CIO ci上传文件到不同服务器 cj20n sap 报错未知列的名称 CKM3 CKMLCP CL_GUI_ALV_GRID cl_ukm_facade Class ClickHouse clickhouse数据库 Client Copy CLIENTCOPY Cloud Cloud Native Cloud Platform CloudFoundry CMS CMU15-445 (Fall 2019) CO CO01 co88 sap 实际结算 COCA单词表 COCA高频单词 COCA核心词汇 COCA英语分频词汇 COCA英语语料库 CO-CCA CODE COGI COKEY Commerce Commvault Commvault技术知识点 Configuration connect_by_path ContentServer continue Control ControlQuantity CONV Conversion COPA COPC COPY来源 Cording Block Core Data Service(CDS View) CO控制 CO配置 CPI CPI技术小知识 CPLD CPM cpu CRM CRM系统 crm系统服务器要求 cross warehouse Crystal Reports CS CSharp CSI SAP2000 CSI SAP2000安装教程 css css3 CSV认证 CTCM ctf CTF-MISC CTF-Misc-wp CTS Customers CVI_CUST_LINK CVI_VEND_LINK C和C++Everything教程 C语言 C语言程序设计 Dapr Data Services Data sources database datagridview dataTable交换列 dataTable列操作 DATAX date DateNavigator DB DB LUW DB2 dba DBA 实战系列 DBCO DD08V DDIC DDS算法 debian debian云服务器项目 Debug debug方法 DEBUG改SAP表数据 Decal Decline demo DEMO程序 des DESADV DESTINATION DestinationProvider devexpress v22.1 devops DevSecOps DIalog Dictionary Encoding Diff discuz服务器系统 disk dms dns怎么修改默认服务器 docker docker容器 dom dont show this message again Driver E5调用API E5开发者 E5续订 EBS Ecc ECC_常用标准函数标准方法 ECC6 ECC6是否支持linux7 echarts eclips Eclipse eclipse报错 ECM ecmascript ECM企业管理 ecn EDI EDIT Ehancement EHP EHP4 EHP8 elasticsearch elementui ELT emqx English Enhancement enhancement MBCF0007 Enterprise Servers and Development Entity Linking Enumeration EOS空项目添加服务器 EPIC EPIC_PROC epoll EPPM erp erp oracle数据库连接失败 ERP 增强 erp5 ERP-SAP erp服务器系统分区多大 ERP供应链 ERP实施 erp无线架设服务器 ERP系统 erp系统 服务器在哪里的 ERP项目 ERP小讲堂 es6 esb ESP8266 esri ESXI ETBAS二次开发 eth节点计划服务器维护 ETL etl工程师 ETL工具 ETL开发规范 ETL社区版 ETL数据集成 ETO events EWM EWM模块 Example examples EXCEL Excel服务器数据库修改 Exception EXCLUDING express F.13 F-02 F110 F5080 FAA_CMP_LDT FAGL_FC_VAL FAGLGVTR FB05 FBB1 FBL1N ffmpeg FI FI01 FI12 FI12_HBANK FI-AA FICO fico bapi FICO 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Modeling 读书笔记 HANA DB HANA DBA hana s4 服务器 HANA SQL hana sql mysql oracle HANA SQLScript HANA Studio HANA VIEW hana vs oracle hana 表空间 hana 查看表字段 HANA 导入数据 hana 服务器性能测试 HANA Studio HANA安装 hana查询去重 HANA常用函数 hana抽数到mysql hana的date对应oracle日期 hana服务器销售资质 HANA进阶学习 hana生产系统服务器 HANA实战 hana数据库 hana数据库 字段长度 hana数据库导入mysql hana数据库导入到oracle hana数据库服务器文件丢失 hana数据库教程php hana数据库连接mysql hana数据库连接oracle hana数据库与mysql HANA信息建模 Hana性能优化 hana修改字段 HANA学习 hana语法 HANA在线日志 Hashid hash-identifier hbase HCM HCP HDI Container HEC hibernate hierarchy Hints his系统服务器数据存在哪里 His系统数据库服务器关系 hive HNUST湖南科技大学计科专业考试复习资料 hp380G5服务器系统安装 hp服务器产品文档 HR HR模块 HR薪资发放过账 HR增强 HTAP HTAP for MySQL html html5 HTML5/CSS/Bootstrap http http://95u.free.fr/index.php httpcompnents https https://mp.weixin.qq.com/s/keb HU Hybris I/F IBAN IBP ICF ID ide idea idea中项目如何上传到服务器中 IDES IDoc idoc java IDOC技术 IDT ifm_research_notes IFRS16 iis ftp服务器文件大小 ijkplayer IM image imessage IMG子菜单 import IM层面 Include Informatica inspection point intellij idea Inter-company Intergration Internal table Interview INVOIC ios iot IP ipad协议 ipfs存储服务器销售 IQ02 IQ09 IR IRPA ISO IS-RETAIL issue IT IT - Linux ITS ityangjia IT技术 IT企划 IT生涯 IT项目与团队 IT养家 j2ee J3RCALD jar Java java b1 b1 be a9 Java Connector java jco sap 重连 JAVA PI PO SOAP JAVA PO SOAP java sap总账凭证接口 java webservice调用sap Java Why java 访问hana java 薪水完爆abap JavaScript javaSE基础篇 Java并发 Java调用SAP java调用sap接口 JAVA调用SAP接口地址 java对接sap java更换sap配置不生效 Java工具类 JAVA工作日常 java函数调用报错 java获取hana接口数据 java获取sap数据 java开发 java连接hana java连接sap Java连接sap无明显报错信息 java实战 java项目所需服务器 JAVA学习 java云服务器怎么上传文件大小 java怎么安装apple JAVA重点部分的笔记 java转sap hybris方向 JCo jco.client.saprouter JCo3 JCO连接 jdbc JDBC连接 JDK jira JOC Join JOIN 内表 jpa jquery js json json 服务器 文件 js基础笔记 junit JVM jwt K3 kafka KANBAN KE24 kernel kettle KEY kohana KP06与KP26 KSU5 KSV5 kubernetes labview lambda lamp LAN leetcode LEFT DELETING LEADING LENGTH Leonardo less linq Linux linux 64位vcs linux hana linux hana 版本查询 linux 安装sap linux 划分两个VDisk linux 命令是 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MM41创建商品主数据 MM60 MMBE MMPV MMSC MM-报表功能开发 MM-采购管理 MM-采购审批 MM常用BAPI MM-定价过程 MM更改物料类型 MM顾问 MM教程 MM模块 MM配置 MM物料管理 mobile MODIFY table MOVE TO movement type mp3 MP38 MPN MPN物料的采购初探 mps MQTT mqtt服务器数据存储位置 mqtt协议库服务器 MRP MRP标识 MRP处理代码 MRP过程 MRP组 MS SQL mseg mssql MTE MTO MTO/MTS MTS MTS/MTO/ATO/ETO MTS/MTO/ETO Mule ESB 开发 Mule ESB 社区版 实施 Mule ESB 实施 Mule ESB开发 Mule ESB社区版实施 Mule ESB实施 MultipleBOM MultipleSpecifications MultipleSpecs Muxer mvc MWSI mybatis mybatis-plus myeclipse mysql mysql 1060指定的服务未安装 mysql hana数据同步 mysql版本情况 Mysql等数据库 MySQL高级 mysql和hana mysql数据库停库停不下来 MZ SAP FICO精讲视频 MZ SAP那些事 nagios name_mappings Naming Convention NAST nas怎么备份服务器文件夹 NativeLibrary.Load nat服务器性能 nc 二次开发 NCO NCO3.0 nc文件服务器 数据库文件 NDSS NetSuite 案例 NetSuite新闻 Netweaver network New NineData nlp Node node.js nodejs nokia NoSQL NOTE npm null Number Range numbers numpy NW751 nwa key-storage NWBC NX文档服务器 o365 OA OAAQ OABL oa办公 OB07 OB08 OB13 OB52 OB62 OB74 OBBH OBJK ObjType OBR1 OBR2 OBR3 OBYC-DIF OBYC-PRD oceanbase 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SAP S4/HANA FICO都有哪些改变? SAP S4HANA SAP S4HANA里委外加工采购功能的变化 SAP SBO9.1 SAP SBO重装 SAP SCM EWM SAP script SAP SD SAP SD MM PP FICO SAP SD 常用表 SAP SD 基础知识之定价配置(Pricing Confi SAP SD 基础知识之计划行类别(Schedule Lin SAP SD 基础知识之物料列表与物料排除 SAP SD 基础知识之行项目类别(Item Categor SAP SD 销售中的借贷项凭证 SAP SD 信贷管理的操作流程 sap sdi mysql SAP SD常用表 SAP SD基础知识之凭证流(Document Flow) SAP SD基础知识之输出控制(Output Control SAP SD模块 SAP SD模块-送达方和售达方的区别和联系 SAP SD微观研究 SAP SHIFT SAP SICF REST SAP smartforms乱码 SAP smartforms转pdf SAP smartforms转pdf乱码 SAP SQL sap srm SAP SRM 开发 SAP SRM  函数 sap strans解析json SAP TIPS SAP UI5 SAP UI5&amp SAP Variant 配置 SAP VC SAP Web Service SAP Web Service简介与配置方法 SAP Webservice SAP WM SAP WORKFLOW SAP XI/PI SAP 案例方案分享 sap 报错 注册服务器错误 SAP 报错集合大全 SAP 标准功能 SAP 标准教材和自学方法 sap 标准委外和工序委外 sap 查看服务器文件夹 SAP 常规 SAP 常用表 SAP 常用操作 sap 成本中心下的po SAP 成都研究院 SAP 导出 HTML sap 导出系统所有的单位 SAP 登录图片修改 SAP 顶级BOM查询 sap 订单状态修改时间 SAP 端口 SAP 发票合并与拆分 sap 发送mesage SAP 反查顶级BOM SAP 反查一级BOM sap 服务器信息 SAP 功能函数 sap 供应商表 SAP 顾问宝典 SAP 函数 SAP 后台表 SAP 后台配置 sap 计划订单 sap 假脱机请求 SAP 接口 SAP 接口测试 SAP 结账流程 sap 界面创建凭证 SAP 金税接口介绍 SAP 开发 sap 流程图 退货销售订单 sap 默认屏幕变式 SAP 配置 &amp SAP 批量创建货源清单 SAP 请求号 SAP 权限 SAP 权限配置 SAP 商超订单统一管理系统 SAP 商品主数据 SAP 数据库删除 SAP 数据字典 sap 双计量单位 sap 思维导图 SAP 锁机制认识 SAP 通用功能手册 SAP 透明表 SAP 图片修改 sap 文档服务器安装 SAP 问题以及报错 SAP 物料版次 SAP 物料不一致 SAP 物料删除标记 SAP 物料在启用序列号管理或者不启用序列号管理之间快速切换 SAP 系统 sap 消耗策略999 sap 消息服务器 bat sap 小技巧 sap 新建事务 sap 新增科目表 sap 修改服务器时间格式 sap 修改许可服务器 SAP 虚拟机配置1-FI SAP 虚拟机配置2-CO SAP 虚拟机配置3-MM SAP 虚拟机配置7-WM SAP 序列号与库存关联起来? SAP 选择屏幕 SAP 选择屏幕开发 SAP 演示数据增加 SAP 业务 SAP 业务顾问成长之路 sap 一代增强 SAP 银企直连 SAP 银企直联 SAP 银行对账 sap 用户权限表 SAP 语法(Syntax) SAP 员工主数据 SAP 原材料 SAP 云 SAP 杂项 SAP 增強 SAP 增强 SAP 之门 01 SAP 中国研究院 SAP 主题 SAP 字段增强 SAP 自动化 SAP  ERROR sap  hana SAP  MM知识点 SAP  PP SAP  配置 BOM SAP Enhancement SAP Migration SAP SD SAP STMS SAP&amp SAP* sap*账号 SAP,SD SAP/ABAP SAP/ABAP 相关汇总 SAP/ABAP记录 SAP/ERP SAP/FICO sap/hana SAP_ABAP SAP_ABAP知识点 SAP_BAPI SAP_BASIS SAP_FICO sap_mm SAP_PP SAP_SD SAP_Table SAP_TCODE SAP_モジュール_MM SAP_モジュール_SD SAP_常见问题集合 SAP_常用BAPI SAP_常用表 SAP_各路小技能 SAP_基本配置 SAP_接口 SAP_视图 SAP·SD SAP2000 sap2000学习笔记 SAPabap SAP-ABAP SAP-ABAP-Function SAP-ABAP基础语法 SAP-ABAP-基础知识 SAP-ABAP小白学习日常 SAP-ALL SAP-ALV SAPB1 SAP-BASIC SAP-Basis SAP-Bassic-基础知识 SAP-C01 SAP-CO SAPECC6.0 SAPFI SAP-FI SAP-FI/CO SAP-FICO SAP-FICO-CO SAP-Fiori SAP-GR SAPGUI SAPHANA SAP-HANA saphana服务器操作系统说明 saphana服务器硬件评估 SAP-IR sapjco SAPJCO3 sapjco配置文件下载 sapjoc3 SAPLINK SAP-MDG SAP-MDG-GEN SAP-MDG-HOWTO SAP-MDG-INTEGRATION SAPMM SAP-MM SAP--MM SAP-MM-采购管理 SAP-MM-后台 SAP-MM-前台 SAP-MM问题集锦 SAP-MM-问题记录 sapmto生产模式配置及操作详解 sapnco sapnco3 receive idoc sapnco3 接收 idoc sapnco3.0 SapNwRfc.dll SAPOSS SAP-Other SAP-PM SAP-PO SAPPP SAP-PP SAP-PP模块 SAP-PS SAP-QM SAP-RETAIL SAProuter SAP-RPA SAP-SD SAPUI5 SAP-UI5 SAPUI5核心内容 SAPUI5教程 SAP-WDA SAP-WM SAP案例教程 SAP宝典 SAP报表开发工具 Report Painter SAP边做边学(自学)-看看坚持多久 SAP标准工具程序 SAP表 SAP--表相关 sap采购订单更改记录 SAP采购订单增强 sap采购申请自动转采购订单 SAP仓储单位SU SAP-操作文档 SAP策略组 sap产品 sap产品图谱 - road to sap.pdf SAP常规功能 SAP-常见问题 SAP常用BAPI SAP常用表 SAP超时设置 sap成本流怎么看 SAP创建自定义权限 SAP呆滞库存的计算 SAP代码分享 SAP单链接 SAP的NOTE sap的pod确认 sap的工作日历 SAP的技术战略 SAP的竞争战略 sap的清账是什么意思 SAP调用 SAP队列 SAP访问本机虚拟机服务器 sap放弃java sap服务器安全证书 sap服务器查看系统日志目录 sap服务器出pdf文件 sap服务器迁移性能问题 sap服务器数据库配置文件 sap服务器文件上传 sap服务器怎么安装双系统 sap服务器之间文件复制 SAP改表 SAP--概念 SAP干货分享 SAP各种BOM汇总——含义解释 SAP更改物料类型 sap更改主题 SAP工具 SAP-工作 SAP公司 sap供应商更改组 sap固定资产号码范围 SAP顾问 SAP顾问进行时 SAP顾问那些事 SAP管理 SAP核心模块 SAP后台配置 sap后台配置原因代码 SAP环境配置 sap获取系统时间 SAP基本安装 sap基于mysql安装 SAP技巧 SAP技巧集 SAP技术 SAP技术端 SAP技术文档 SAP技术小知识 SAP技术总结 SAP加解密 SAP加密 SAP架构 SAP-架构 sap假脱机打印机设置 SAP监控 SAP监控常用TCODE sap脚本运行 SAP教程 SAP接口 SAP接口 证书和密钥 SAP接口编程 SAP接口常见问题处理 SAP接口开发 SAP接口数据库 SAP接口相关设置 SAP解密 SAP界面设置 SAP经验 SAP开发 SAP-开发 sap开发需要java吗 sap开发语言 sap可以指定应用服务器 SAP客户数据 SAP客户数据导出 sap客户信贷 sap客户主数据bapi SAP-跨模块知识 SAP零售 SAP零售行业 SAP密码过期设置 sap模糊搜索闪退 SAP模块 SAP模块知识 sap内部顾问 sap内部运维 sap培训 SAP培训机构 SAP配置 SAP批量打开工单 SAP批量导出客户 SAP批量导出客户数据 SAP批量修改 sap期初导资产代码 sap清账使用反记账 SAP请求传输 SAP取历史库存(可查询期初期末库存和指定日期之库存) SAP权限管理 sap权限激活 SAP认证 SAP如何发布webservice SAP入门 SAP软件 SAP删除物料 SAP上云 sap生产工单报工 SAP实施 SAP实施攻略 SAP实施知识 SAP使用技巧 sap事务代码 sap事务代码如何收藏 SAP视频 SAP视频教程 SAP视图 SAP视图批量维护 SAP视图维护 SAP数据表 SAP数据导入导出 SAP数据分析 SAP-数据库 sap税码配置 SAP索引不存在 SAP通用技能 sap外币重估流程图 SAP维护 SAP-未分类 sap未分摊差异怎么处理 sap文化 SAP文章 SAP问题处理记录 sap无法正常启动服务器配置文件 SAP物料classification SAP物料类型 SAP物料删除 SAP物料视图批量维护 SAP物料视图维护 SAP物料特性值 SAP物料主数据 SAP稀有模块 sap系统 SAP--系统 sap系统ftp服务器下文件 SAP系统-MM模块 sap系统搭建教程 sap系统登录时没有服务器 SAP系统管理 SAP系统界面 SAP系统配置 sap系统前台数据与后台表之间 SAP系统研究 sap系统中的batch sap相关知识 SAP项目 sap项目部署到服务器 SAP-项目经验 SAP项目实施 SAP-项目实施随笔小计 SAP项目问题 sap消息服务器错误 SAP--消息号 SAP消息监控器 SAP销售订单邮件 sap销售发货的流程 sap销售凭证流mysql表 sap销售维护 SAP销售员维护 SAP小问题 SAP写入mysql SAP心得 SAP新产品系统 SAP修改已经释放了的请求号 sap虚拟机 多个服务器 sap虚拟机作为服务器 SAP选择屏幕 SAP选择屏幕开发 SAP学习 SAP业务 SAP异常处理 SAP银企直连 SAP银企直联 SAP银行账户管理(BAM) sap应用服务器超载 SAP邮件发送 SAP邮件记录 SAP邮件记录查询 SAP云平台 SAP运维 SAP-运维记录 SAP杂谈 SAP-杂谈 SAP杂项 SAP在采购和销售中的税务处理-增值税 sap增加事务代码权限 SAP增强 SAP战报 SAP战略中的机器学习 SAP知多少 SAP知识点 SAP制造集成和智能 SAP智能云ERP SAP中CK11N成本估算 sap中re凭证是什么意思 SAP中s_p99_41000062查询物料价格数据库表 SAP中报表清单导出的常用方法 SAP中的client SAP中的贷项凭证、借项凭证 SAP中的移动类型 SAP中方会计凭证解决方案 sap中国 sap中文使用手册 模块指南 SAP中销项税MWSI和MWST有什么区别? SAP中执行没有权限的事务 SAP中自动登出 SAP转储订单(STO) SAP咨询公司 SAP资讯 sap字段及描述底表 sap自带samples sap自动化 SAP自习室 SAP组连接 SAP最大用户数设置 sara SAST SAT SBO开发 SCA scala SCC4 Schema schema增强 scipy scm SCP SCP Cockpit scpi Screen SCRIPTFORM scripting Tracker SD sd bapi SD Module SDI SD常用表 SD模块 SD销售 se09 SE11索引 SE16N SE16和SE16N修改后台表数据方法 SE37 SE38 se91 SE93 Search search help security segw SELECT Select Screens select sql Selenium SEN SER01 Serial  Numbers SERVER Serverless service servlet Set SET Parameter setting SFW5 ShaderGraph sharepoint Sharepoint Or Online shell SLD SLT SM02 sm36 SM37 SM50 SM59 smartbi问题 Smartform smartforms SNOR SNP BLUEFIELD SNP 中国数据转型公司 SNUM SOA soamanager soap SoapUI 接口测试 socket SOD Software Development Notes Sort and Filter Sotap Source Scan spa Hana SPAD Spartacus标准开发 Spartacus二次开发 SPC SPED SPOOL打印 spring Spring Boot SpringBoot SPRO spss打开oracle SQL SQL server SQL Trace sqlite Sqlmap使用教程 sql-sap SQLSERVER SQLSERVER内部研究 SqlSugar sql笔记 SQL语法 sqoop SR2 sRFC srm SSCRFIELDS ssh SSIS ssl SSL证书 ST05 ST12 START STE stm32 STO Stock Type stocktransfer Stopwatch StorageLocationControl StorageType StorageUnitType StorLocControl streamsets string SU20 SU21 SU24 Submission SUBMIT sudoku SUM Suport SUSE SUSE 11 SP4 SUSE Linux SU号码 SXI_MONITOR SXMB_MONI SXMSPMAST Sybase Sybase迁移数据到Oracle Sybase数据库迁移数据到Oracle SYSAUX Sysbase system System_failure s云服务器 网站群服 T184L T681 table TABLE FUNCTION Tableau Tabstrip TCode T-Code tcp/ip TCP/UDP Socket TCPH TCP客户端显示服务器图片 TDSQL-C TeamViewer Tech 专栏 TechArt Teradata Test Automation test-tools Textbox TH_POPUP TiDB TikTok tim发文件服务器拒绝 TITLE TM TMS TODO tomcat tomcat报错 ToPrintControl Tough tp5部署虚拟机服务器 tp5服务器信息 tp5网站 服务器部署 tp5项目链接服务器数据库端口888 TR TR LIST Trace Transact-SQL transformer tree control tRFC trigger TryHackMe typescript T公司 T库存 u3d微信小游戏 u8信息服务器 UB UB STO ubuntu UD udp UD配置 uefi ugui ui UI5 Uibot Uipath UI开发 UI控件 UI自动化 unicode unity Unity 100个实用技能 Unity UGUI Unity3D Unity开发 Unity日常开发小功能 Unity微信小游戏 unity项目部署到服务器上 unity游戏开发 Unity坐标转换 unix Url URP user Userid usual UUID ux U盘 U盘文件拷贝到服务器 VALUE VARIANT VariantBOM vasp计算脚本放在服务器的位置 vb.net VBA VBA开发专栏 VBFA v-bind vbs Vendor CoA VendorCOA VendorRebate Verilog-HDL veth vhm在服务器上创建虚拟机 v-html VIEW vim visual studio visualstudio vite VKM3 VKM4 VL02N VL04 VL10B VL31N VL32N VMware VN VOFM v-on VS Code vscode v-show Vue vue.js vue2 Vue3 基础相关 vue项目如何放到服务器上 VulnHub渗透测试 WA01 WA21 WBS WCF WCN WDA WDA的配置 wdb WE20 WeAutomate Web web app Web Dynpro web gui Web IDE Web Service WebDispather WEBGUI WEBI webm webrtc WebService WEBSOCKET webvervice webview web安全 Web安全攻防 web渗透工具 WF 4.0 while Wifi热点java win10服务器系统数据库 win7系统创建ftp服务器地址 win7系统数据库服务器 Window windows windows服务 windows服务器版本系列 windows系统部署git服务器 Windows系统电脑操作 winform wireshark wlan WM WMS WM仓库管理 WM层面盘点 WM模块 WM配置 WM移动类型 Work Work Flow workflow wpf wps WR60 WRMO wsdl xaf xml xp系统怎么上传到ftp服务器 XS HANA XS Job xsdbool yara规则 yqv001-navigation Y企业信息化集成 Zabbix ZIP zk zookeeper zypper in 安装下载不了 阿里云 阿明观察 埃森哲 X SAP:智慧转型高手论剑 安鸾靶场 安全 安全分析 安全工具 安全架构 安全手册 安全与测试 安阳虚拟服务器 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漫谈计算机网络 贸易伙伴的应用 没有MANDT字段 没有中间凭证冲销 媒体 每日摸鱼新闻 门店视图 门店主数据 免费流量获取 免关税 面试 面向对象编程 面向对象方法 敏捷 敏捷开发 命名规范 模板语法 模块 模块测试 莫队 莫队算法 目标跟踪 内表 内表类型 内表字段 内部订单 内部订单清单 内部订单删除问题 内部订单月结差异 内存管理 内存数据库 内存图片 内核 内核驱动 内核驱动开发记录 内嵌Excel 内容服务 内容服务平台 内容服务软件 内容库 内外码转换 内网 内网渗透 内向交货单 那个网站的服务器不限制内容 能不能用pe安装服务器系统安装系统 能力建设 能源 年结 爬虫 排行榜 排序算法 盘点 盘点流程 培训 配额协议 配置 配置SAP服务器外网登陆以及网络故障解决示例 配置笔记 配置高性能文件服务器方案 批次 批次拆分 批次管理 批次号 批次确定 批次特定单位 批次特性 批导程序模板 批导模板下载 批量采购冻结 批量导出表数据 批量更改会计凭证文本 批量维护 批量用户账户锁定 平行记账 凭证冲销的种类和处理逻辑 凭证打印 凭证流 凭证状态 凭证状态S 屏幕(Dialog)开发 屏幕SCREEN字段属性 屏幕程序 屏幕设计 破坏式创新 破解 期初库存金额 期初资产数据导入 期刊阅读 期末不挂科 期末复习 期末库存金额 其他 其他应付款-代扣代缴 其他知识点 奇技淫巧 麒麟服务器数据库协议 企业/办公/职场 企业安全 企业服务器文件管理 企业管理软件 企业级应用 企业解决方案 企业内部控制 企业内容管理 企业软件 企业微信 企业文件服务器备份 企业系统 企业信息化 企业信息化前沿 企业资源计划 启用WEBGUI服务 迁移驾驶舱 前端 前端基础练手小项目 前端架构 前端开发 前端开发相关 前端框架 前后端 前台操作 嵌入式 嵌入式开发 嵌入式学习--STM32 嵌入式硬件 清软英泰plm服务器安装文档 清帐 清账 清账凭证 请求 请求传输再还原 请求号 区块链 区块链技术 区域菜单 驱动开发 取价逻辑 取消审批 取样策略 取值相关 去前导零 全角半角转换 全球最大sap hana系统建立在以下哪个厂商的服务器产品上 全球最大的采购服务平台 权限 权限对象 权限管理 权限合规检查系统 权限控制 権限 缺料提醒及警报 热点开启 流程 人工智能 日常ABAP开发记录 日常Bug 日常工作 日常记录 日常学习工作经验分享 日常知识分享 日记 日历 日期 日期函数 容器 容器服务 容灾 如何安装华为服务器系统软件 如何把项目部署到内网服务器 如何传输本地文件到服务器 如何从服务器上更新文件 如何导出序时账 如何读取服务器文件数据 如何复制服务器数据库文件大小 如何将CRM系统上传到服务器 如何将hana数据同步到oracle 如何设置sap生产订单自动关闭 如何统计输出条目数量 如何修改服务器root密码 如何知道有哪些物料存在BOM 入后在服务器修改数据库 入库 入门 入侵一个网站的服务器拿数据 入行SAP咨询 入职甲方 软件 软件安全 软件部署 软件测试 软件测试知识 软件程序 软件工程 软件教程视频集合 软件开发 软件生态 软件下载 软件显示未找到服务器 软考 软实力 软硬件运维 赛锐信息 三代增强 扫描代码 删除 删除记录 商城小程序买哪种服务器 商品主数据 商务智能 商业软件 商业智能 上传 上传附件出错 上传图片 上传文件到云服务器存储路径 上架策略B 上架策略C 上架策略P 上线 上云 设备维修 设计模式 设计与维护类 设置参数缺省值 社保管理系统连接不上服务器 社区活动 深度学习 深度优先 深澜系统服务器架构 审计导出表数据 审计序时账 审批策略 审批代码 渗透 渗透笔记 渗透测试 渗透测试自学日志之基础原理篇 渗透工具之信息收集 升级 生产版本 生产版本排序规则 生产版本选择规则 生产版本选择逻辑 生产版本选择顺序 生产版本优先顺序 生产成本收集 生产排程 生产系统服务器主机名怎么看 生活 生活感悟 什么情况使用一次性供应商及客户 什么是BAPI 什么是序时账 时间比较 时间对象 时序数据库 实施 实施SAP 实施项目 实时集成变式 实时库存 实体服务器怎么配置文件 实习 实习生 实战SAP程序开发 使用感受 使用决策 事务代码 事务代码LX04 事务代码WRCR 事务技术名称的显示与隐藏 事务码/TCODE 视觉语言导航 视频 视频处理 视频监控选择服务器的配置文件 视图 收货冲销 收货处理 手动加载ICU库 手机主服务器怎么配置文件 售后管理 输入历史记录 暑假复习 树查询 树莓派 数独 数据安全 数据仓库 数据仓库学习分享 数据从hana倒回Oracle的方法 数据导入 数据导入和处理 数据分析 数据分析 + 机器学习 数据分页 数据服务器 操作系统 数据服务器什么系统软件 数据服务器文件夹 数据服务器与文件服务器 数据格式 数据湖 数据结构 数据结构与算法 数据科学入门 数据可视化 数据库 数据库备份到文件服务器 数据库表字段 数据库操作 数据库的文件服务器配置 数据库服务器部署文档 数据库服务器网页 数据库服务器系统 数据库服务器系统崩溃 数据库服务器系统的 研发 数据库服务器系统软件 数据库服务器压缩文件 数据库管理与维护 数据库规划、部署 数据库和服务器什么协议 数据库和服务器系统怎么安装 数据库技术 数据库架构 数据库监控 数据库监控软件 数据库开发 数据库文件共享服务器配置 数据库系统概论 数据库系统原理 数据库系统怎么与软件连接到服务器 数据库与服务器通讯协议 数据库最新排名 数据类型 数据链路层 数据浏览器的字段名称显示 数据迁移 数据迁移驾驶舱 数据迁移完整性检查 数据挖掘 数据治理 数据中台 数据中心IDC架构及容灾与备份 数据重置 数据字典 数学建模篇 数字化 数字化管理 数字化转型 数字货币 数字业务整合 双计量单位 双路服务器只显示一半内存 双碳 双网文件服务器 水晶报表 税改 税率 税友报税软件让修改服务器地址 私有云虚拟化服务器群 思爱普 思科里服务器的dns配置文件 死锁 四代增强 四元数 搜索帮助 搜索引擎 搜索引擎营销 速食 算法 随便看看 随机方向 随机数 损益表 所见即所得的打印功能 锁定 锁定事务代码 抬头文本被强制清空 探测服务器操作系统版本 特殊库存 特殊移动标记 特性 腾讯云 提升工作效率的工具 题解 替代 替代/校验/BTE 天正服务器不显示 添加列到指定位置 条件 条件表 条件类型 条码系统 跳槽 跳过代码 贴花 通过SQVI增加表格字段 通信协议 同步 同方服务器系统安装 统驭科目理解 透明表 图论 图像处理 吐槽 外币评估 外币评估记账 外部采购 外部断点 外贸管理软件 外贸软件 外向交货单 外协加工 外语能力 完美汽配管理系统v12服务器 完整的采购订单业务信息凭证流 玩转STM32 万彩录屏服务器不稳定 网吧无盘用华为服务器 网卡 网卡驱动 网络 网络安全 网络安全学习 网络存储服务器的系统 网络管理定时备份服务器网站文件 网络接口 网络配置 网络通信 网络拓扑仿真模拟 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