


Application scenarios and practical skills of microservice architecture in Java development
Application scenarios and practical skills of microservice architecture in Java development
With the continuous development of the Internet, the scale of applications is getting larger and larger, and their functions are getting more and more complex. In order to solve this problem, Microservices Architecture came into being. Microservices architecture is an approach to building systems by breaking applications into small, independent services. Each service has its own code base and database, and can be deployed and run independently. This approach makes development, testing, maintenance, and extension easier and more flexible.
In Java development, microservice architecture has a wide range of application scenarios and practical skills. Several typical scenarios will be introduced below and corresponding code examples will be given.
1. User management service
Suppose we are developing an e-commerce website. In terms of user management, we can split user information, login, registration and other functions into an independent user management service. The advantage of this is that the user management service can be deployed and expanded independently without being affected by other services.
Sample code:
@RestController @RequestMapping("/users") public class UserController { @Autowired private UserService userService; @PostMapping("/") public User createUser(@RequestBody User user) { return userService.createUser(user); } @GetMapping("/{userId}") public User getUser(@PathVariable String userId) { return userService.getUser(userId); } // 其他用户管理接口... }
2. Product management service
Similar to the user management service, we can split product information, product query, product purchase and other functions into an independent product Management services. Doing so can reduce the coupling between services and make the development, testing, and maintenance of each service easier.
Sample code:
@RestController @RequestMapping("/products") public class ProductController { @Autowired private ProductService productService; @PostMapping("/") public Product createProduct(@RequestBody Product product) { return productService.createProduct(product); } @GetMapping("/{productId}") public Product getProduct(@PathVariable String productId) { return productService.getProduct(productId); } // 其他商品管理接口... }
3. Order management service
Order management is an important part of the e-commerce website. We can split the order creation, payment, query and other functions into An independent order management service. Doing so can improve the system's concurrent processing capabilities and simplify code maintenance and testing.
Sample code:
@RestController @RequestMapping("/orders") public class OrderController { @Autowired private OrderService orderService; @PostMapping("/") public Order createOrder(@RequestBody Order order) { return orderService.createOrder(order); } @GetMapping("/{orderId}") public Order getOrder(@PathVariable String orderId) { return orderService.getOrder(orderId); } // 其他订单管理接口... }
Of course, in the actual microservice architecture, there may be more complex dependencies and communication methods between services. Here, we just give some simple code examples to help readers understand the basic concepts and application scenarios of microservice architecture.
In addition to the above application scenarios, there are some practical techniques that can improve the development efficiency and system performance of microservice architecture:
- Use lightweight service frameworks (such as Spring Boot ) to simplify the development and deployment process.
- Use asynchronous messaging mechanisms (such as message queues) between services to decouple and improve system responsiveness.
- Use load balancing and service discovery mechanisms to realize automated deployment and expansion of services.
- Monitor and optimize services, and discover and solve potential problems in a timely manner.
- Use containerization technology (such as Docker) to achieve rapid deployment and migration of services.
In general, microservice architecture has a wide range of application scenarios in Java development and can help us build more flexible, scalable and maintainable systems. By properly splitting and organizing services, along with some practical tips, we can better respond to changing business needs and technical challenges. At the same time, it is also important to note that microservice architecture is not a silver bullet and needs to be selected and applied based on specific business needs and technical conditions.
The above is the detailed content of Application scenarios and practical skills of microservice architecture in Java development. For more information, please follow other related articles on the PHP Chinese website!

Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Article

Hot Tools

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics

The learning curve of the Go framework architecture depends on familiarity with the Go language and back-end development and the complexity of the chosen framework: a good understanding of the basics of the Go language. It helps to have backend development experience. Frameworks that differ in complexity lead to differences in learning curves.

Benefits of combining PHP framework with microservices: Scalability: Easily extend the application, add new features or handle more load. Flexibility: Microservices are deployed and maintained independently, making it easier to make changes and updates. High availability: The failure of one microservice does not affect other parts, ensuring higher availability. Practical case: Deploying microservices using Laravel and Kubernetes Steps: Create a Laravel project. Define microservice controllers. Create Dockerfile. Create a Kubernetes manifest. Deploy microservices. Test microservices.

1. Architecture of Llama3 In this series of articles, we implement llama3 from scratch. The overall architecture of Llama3: Picture the model parameters of Llama3: Let's take a look at the actual values of these parameters in the Llama3 model. Picture [1] Context window (context-window) When instantiating the LlaMa class, the variable max_seq_len defines context-window. There are other parameters in the class, but this parameter is most directly related to the transformer model. The max_seq_len here is 8K. Picture [2] Vocabulary-size and AttentionL

Written above & the author’s personal understanding: Recently, with the development and breakthroughs of deep learning technology, large-scale foundation models (Foundation Models) have achieved significant results in the fields of natural language processing and computer vision. The application of basic models in autonomous driving also has great development prospects, which can improve the understanding and reasoning of scenarios. Through pre-training on rich language and visual data, the basic model can understand and interpret various elements in autonomous driving scenarios and perform reasoning, providing language and action commands for driving decision-making and planning. The base model can be data augmented with an understanding of the driving scenario to provide those rare feasible features in long-tail distributions that are unlikely to be encountered during routine driving and data collection.

The Java framework supports horizontal expansion of microservices. Specific methods include: Spring Cloud provides Ribbon and Feign for server-side and client-side load balancing. NetflixOSS provides Eureka and Zuul to implement service discovery, load balancing and failover. Kubernetes simplifies horizontal scaling with autoscaling, health checks, and automatic restarts.

The factory pattern is used to decouple the creation process of objects and encapsulate them in factory classes to decouple them from concrete classes. In the Java framework, the factory pattern is used to: Create complex objects (such as beans in Spring) Provide object isolation, enhance testability and maintainability Support extensions, increase support for new object types by adding new factory classes

Data consistency guarantee in microservice architecture faces the challenges of distributed transactions, eventual consistency and lost updates. Strategies include: 1. Distributed transaction management, coordinating cross-service transactions; 2. Eventual consistency, allowing independent updates and synchronization through message queues; 3. Data version control, using optimistic locking to check for concurrent updates.

Create a distributed system using the Golang microservices framework: Install Golang, choose a microservices framework (such as Gin), create a Gin microservice, add endpoints to deploy the microservice, build and run the application, create an order and inventory microservice, use the endpoint to process orders and inventory Use messaging systems such as Kafka to connect microservices Use the sarama library to produce and consume order information
