1. WebFlux介紹html
Spring WebFlux 是 Spring Framework 5.0中引入的新的響應式web框架。與Spring MVC不一樣,它不須要Servlet API,是徹底異步且非阻塞的,而且經過Reactor項目實現了Reactive Streams規範。java
Spring WebFlux 用於建立基於事件循環執行模型的徹底異步且非阻塞的應用程序。react
(PS:所謂異步非阻塞是針對服務端而言的,是說服務端能夠充分利用CPU資源去作更多事情,這與客戶端無關,客戶端該怎麼請求仍是怎麼請求。)web
Reactive Streams是一套用於構建高吞吐量、低延遲應用的規範。而Reactor項目是基於這套規範的實現,它是一個徹底非阻塞的基礎,且支持背壓。Spring WebFlux基於Reactor實現了徹底異步非阻塞的一套web框架,是一套響應式堆棧。redis
【spring-webmvc + Servlet + Tomcat】命令式的、同步阻塞的spring
【spring-webflux + Reactor + Netty】響應式的、異步非阻塞的apache
2. Spring WebFlux Frameworkjson
Spring WebFlux有兩種風格:功能性和基於註釋的。基於註釋的與Spring MVC很是相近。例如:api
1 @RestController
2 @RequestMapping("/users")
3 public class MyRestController {
4
5 @GetMapping("/{user}")
6 public Mono<User> getUser(@PathVariable Long user) {
7 // ...
8 }
9
10 @GetMapping("/{user}/customers")
11 public Flux<Customer> getUserCustomers(@PathVariable Long user) {
12 // ...
13 }
14
15 @DeleteMapping("/{user}")
16 public Mono<User> deleteUser(@PathVariable Long user) {
17 // ...
18 }
19 }
與之等價,也能夠這樣寫:瀏覽器
1 @Configuration
2 public class RoutingConfiguration {
3 @Bean
4 public RouterFunction<ServerResponse> monoRouterFunction(UserHandler userHandler) {
5 return route(GET("/{user}").and(accept(APPLICATION_JSON)), userHandler::getUser)
6 .andRoute(GET("/{user}/customers").and(accept(APPLICATION_JSON)), userHandler::getUserCustomers)
7 .andRoute(DELETE("/{user}").and(accept(APPLICATION_JSON)), userHandler::deleteUser);
8 }
9 }
10
11 @Component
12 public class UserHandler {
13 public Mono<ServerResponse> getUser(ServerRequest request) {
14 // ...
15 }
16 public Mono<ServerResponse> getUserCustomers(ServerRequest request) {
17 // ...
18 }
19 public Mono<ServerResponse> deleteUser(ServerRequest request) {
20 // ...
21 }
22 }
若是你同時添加了spring-boot-starter-web和spring-boot-starter-webflux依賴,那麼Spring Boot會自動配置Spring MVC,而不是WebFlux。你固然能夠強制指定應用類型,經過SpringApplication.setWebApplicationType(WebApplicationType.REACTIVE)
3. Hello WebFlux
pom.xml
1 <?xml version="1.0" encoding="UTF-8"?>
2 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
3 xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
4 <modelVersion>4.0.0</modelVersion>
5 <parent>
6 <groupId>org.springframework.boot</groupId>
7 <artifactId>spring-boot-starter-parent</artifactId>
8 <version>2.2.5.RELEASE</version>
9 <relativePath/> <!-- lookup parent from repository -->
10 </parent>
11 <groupId>com.cjs.example</groupId>
12 <artifactId>cjs-reactive-rest-service</artifactId>
13 <version>0.0.1-SNAPSHOT</version>
14 <name>cjs-reactive-rest-service</name>
15
16 <properties>
17 <java.version>1.8</java.version>
18 </properties>
19
20 <dependencies>
21 <dependency>
22 <groupId>org.springframework.boot</groupId>
23 <artifactId>spring-boot-starter-webflux</artifactId>
24 </dependency>
25
26 <dependency>
27 <groupId>org.springframework.boot</groupId>
28 <artifactId>spring-boot-starter-test</artifactId>
29 <scope>test</scope>
30 <exclusions>
31 <exclusion>
32 <groupId>org.junit.vintage</groupId>
33 <artifactId>junit-vintage-engine</artifactId>
34 </exclusion>
35 </exclusions>
36 </dependency>
37 <dependency>
38 <groupId>io.projectreactor</groupId>
39 <artifactId>reactor-test</artifactId>
40 <scope>test</scope>
41 </dependency>
42 </dependencies>
43
44 <build>
45 <plugins>
46 <plugin>
47 <groupId>org.springframework.boot</groupId>
48 <artifactId>spring-boot-maven-plugin</artifactId>
49 </plugin>
50 </plugins>
51 </build>
52
53 </project>
GreetingHandler.java
1 package com.cjs.example.restservice.hello;
2
3 import org.springframework.http.MediaType;
4 import org.springframework.stereotype.Component;
5 import org.springframework.web.reactive.function.BodyInserters;
6 import org.springframework.web.reactive.function.server.ServerRequest;
7 import org.springframework.web.reactive.function.server.ServerResponse;
8 import reactor.core.publisher.Mono;
9
10 import java.util.concurrent.atomic.AtomicLong;
11
12 /**
13 * @author ChengJianSheng
14 * @date 2020-03-25
15 */
16 @Component
17 public class GreetingHandler {
18
19 private final AtomicLong counter = new AtomicLong();
20
21 /**
22 * A handler to handle the request and create a response
23 */
24 public Mono<ServerResponse> hello(ServerRequest request) {
25 return ServerResponse.ok().contentType(MediaType.TEXT_PLAIN)
26 .body(BodyInserters.fromValue("Hello, Spring!"));
27
28 }
29 }
GreetingRouter.java
1 package com.cjs.example.restservice.hello;
2
3 import org.springframework.context.annotation.Bean;
4 import org.springframework.context.annotation.Configuration;
5 import org.springframework.http.MediaType;
6 import org.springframework.web.reactive.function.server.*;
7
8 /**
9 * @author ChengJianSheng
10 * @date 2020-03-25
11 */
12 @Configuration
13 public class GreetingRouter {
14
15 /**
16 * The router listens for traffic on the /hello path and returns the value provided by our reactive handler class.
17 */
18 @Bean
19 public RouterFunction<ServerResponse> route(GreetingHandler greetingHandler) {
20 return RouterFunctions.route(RequestPredicates.GET("/hello").and(RequestPredicates.accept(MediaType.TEXT_PLAIN)), greetingHandler::hello);
21 }
22 }
GreetingWebClient.java
1 package com.cjs.example.restservice.hello;
2
3 import org.springframework.http.MediaType;
4 import org.springframework.web.reactive.function.client.ClientResponse;
5 import org.springframework.web.reactive.function.client.WebClient;
6 import reactor.core.publisher.Mono;
7
8 /**
9 * @author ChengJianSheng
10 * @date 2020-03-25
11 */
12 public class GreetingWebClient {
13
14 /**
15 * For reactive applications, Spring offers the WebClient class, which is non-blocking.
16 *
17 * WebClient can be used to communicate with non-reactive, blocking services, too.
18 */
19 private WebClient client = WebClient.create("http://localhost:8080");
20
21 private Mono<ClientResponse> result = client.get()
22 .uri("/hello")
23 .accept(MediaType.TEXT_PLAIN)
24 .exchange();
25
26 public String getResult() {
27 return ">> result = " + result.flatMap(res -> res.bodyToMono(String.class)).block();
28 }
29 }
Application.java
1 package com.cjs.example.restservice;
2
3 import com.cjs.example.restservice.hello.GreetingWebClient;
4 import org.springframework.boot.SpringApplication;
5 import org.springframework.boot.autoconfigure.SpringBootApplication;
6
7 /**
8 * @author ChengJianSheng
9 * @date 2020-03-25
10 */
11 @SpringBootApplication
12 public class CjsReactiveRestServiceApplication {
13
14 public static void main(String[] args) {
15 SpringApplication.run(CjsReactiveRestServiceApplication.class, args);
16
17 GreetingWebClient gwc = new GreetingWebClient();
18 System.out.println(gwc.getResult());
19 }
20
21 }
能夠直接在瀏覽器中訪問 http://localhost:8080/hello
GreetingRouterTest.java
1 package com.cjs.example.restservice;
2
3 import org.junit.jupiter.api.Test;
4 import org.junit.jupiter.api.extension.ExtendWith;
5 import org.springframework.beans.factory.annotation.Autowired;
6 import org.springframework.boot.test.context.SpringBootTest;
7 import org.springframework.http.MediaType;
8 import org.springframework.test.context.junit.jupiter.SpringExtension;
9 import org.springframework.test.web.reactive.server.WebTestClient;
10
11 @ExtendWith(SpringExtension.class)
12 @SpringBootTest(webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
13 public class GreetingRouterTest {
14
15 @Autowired
16 private WebTestClient webTestClient;
17
18 /**
19 * Create a GET request to test an endpoint
20 */
21 @Test
22 public void testHello() {
23 webTestClient.get()
24 .uri("/hello")
25 .accept(MediaType.TEXT_PLAIN)
26 .exchange()
27 .expectStatus().isOk()
28 .expectBody(String.class).isEqualTo("Hello, Spring!");
29 }
30
31 }
4. Reactor 核心特性
Mono: implements Publisher and returns 0 or 1 elements
Flux: implements Publisher and returns N elements
5. Spring Data Redis
pom.xml
1 <?xml version="1.0" encoding="UTF-8"?>
2 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
3 xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
4 <modelVersion>4.0.0</modelVersion>
5 <parent>
6 <groupId>org.springframework.boot</groupId>
7 <artifactId>spring-boot-starter-parent</artifactId>
8 <version>2.2.6.RELEASE</version>
9 <relativePath/> <!-- lookup parent from repository -->
10 </parent>
11 <groupId>com.cjs.example</groupId>
12 <artifactId>cjs-webflux-hello</artifactId>
13 <version>0.0.1-SNAPSHOT</version>
14 <name>cjs-webflux-hello</name>
15
16 <properties>
17 <java.version>1.8</java.version>
18 </properties>
19
20 <dependencies>
21 <dependency>
22 <groupId>org.springframework.boot</groupId>
23 <artifactId>spring-boot-starter-data-redis-reactive</artifactId>
24 </dependency>
25 <dependency>
26 <groupId>org.springframework.boot</groupId>
27 <artifactId>spring-boot-starter-webflux</artifactId>
28 </dependency>
29
30 <dependency>
31 <groupId>org.apache.commons</groupId>
32 <artifactId>commons-pool2</artifactId>
33 <version>2.8.0</version>
34 </dependency>
35 <dependency>
36 <groupId>com.alibaba</groupId>
37 <artifactId>fastjson</artifactId>
38 <version>1.2.67</version>
39 </dependency>
40 <dependency>
41 <groupId>org.projectlombok</groupId>
42 <artifactId>lombok</artifactId>
43 <optional>true</optional>
44 </dependency>
45 <dependency>
46 <groupId>org.springframework.boot</groupId>
47 <artifactId>spring-boot-starter-test</artifactId>
48 <scope>test</scope>
49 <exclusions>
50 <exclusion>
51 <groupId>org.junit.vintage</groupId>
52 <artifactId>junit-vintage-engine</artifactId>
53 </exclusion>
54 </exclusions>
55 </dependency>
56 <dependency>
57 <groupId>io.projectreactor</groupId>
58 <artifactId>reactor-test</artifactId>
59 <scope>test</scope>
60 </dependency>
61 </dependencies>
62
63 <build>
64 <plugins>
65 <plugin>
66 <groupId>org.springframework.boot</groupId>
67 <artifactId>spring-boot-maven-plugin</artifactId>
68 </plugin>
69 </plugins>
70 </build>
71
72 </project>
UserController.java
1 package com.cjs.example.webflux.controller;
2
3 import com.alibaba.fastjson.JSON;
4 import com.cjs.example.webflux.domain.User;
5 import org.springframework.beans.factory.annotation.Autowired;
6 import org.springframework.data.redis.core.ReactiveHashOperations;
7 import org.springframework.data.redis.core.ReactiveStringRedisTemplate;
8 import org.springframework.web.bind.annotation.*;
9 import reactor.core.publisher.Mono;
10
11 /**
12 * @author ChengJianSheng
13 * @date 2020-03-27
14 */
15 @RestController
16 @RequestMapping("/users")
17 public class UserController {
18
19
20 @Autowired
21 private ReactiveStringRedisTemplate reactiveStringRedisTemplate;
22
23 @GetMapping("/hello")
24 public Mono<String> hello() {
25 return Mono.just("Hello, Reactive");
26 }
27
28 @PostMapping("/save")
29 public Mono<Boolean> saveUser(@RequestBody User user) {
30 ReactiveHashOperations hashOperations = reactiveStringRedisTemplate.opsForHash();
31 return hashOperations.put("USER_HS", String.valueOf(user.getId()), JSON.toJSONString(user));
32 }
33
34 @GetMapping("/info/{id}")
35 public Mono<User> info(@PathVariable Integer id) {
36 ReactiveHashOperations reactiveHashOperations = reactiveStringRedisTemplate.opsForHash();
37 Mono<String> hval = reactiveHashOperations.get("USER_HS", String.valueOf(id));
38 return hval.map(e->JSON.parseObject(e, User.class));
39 }
40
41 }
CoffeeController.java
1 package com.cjs.example.webflux.controller;
2
3 import com.cjs.example.webflux.domain.Coffee;
4 import org.springframework.data.redis.core.*;
5 import org.springframework.web.bind.annotation.GetMapping;
6 import org.springframework.web.bind.annotation.PathVariable;
7 import org.springframework.web.bind.annotation.RequestMapping;
8 import org.springframework.web.bind.annotation.RestController;
9 import reactor.core.publisher.Flux;
10 import reactor.core.publisher.Mono;
11
12 /**
13 * Spring WebFlux is the new reactive web framework introduced in Spring Framework 5.0.
14 * Unlike Spring MVC, it does not require the Servlet API, is fully asynchronous and non-blocking,
15 * and implements the Reactive Streams specification through the Reactor project.
16 *
17 * @author ChengJianSheng
18 * @date 2020-03-27
19 */
20 @RestController
21 @RequestMapping("/coffees")
22 public class CoffeeController {
23
24 private final ReactiveRedisOperations<String, Coffee> coffeeOps;
25
26 public CoffeeController(ReactiveRedisOperations<String, Coffee> coffeeOps) {
27 this.coffeeOps = coffeeOps;
28 }
29
30 @GetMapping("/getAll")
31 public Flux<Coffee> getAll() {
32 return coffeeOps.keys("*").flatMap(coffeeOps.opsForValue()::get);
33 }
34
35 @GetMapping("/info/{id}")
36 public Mono<Coffee> info(@PathVariable String id) {
37 ReactiveValueOperations valueOperations = coffeeOps.opsForValue();
38 return valueOperations.get(id);
39 }
40 }
最後,也是很是重要的一點:異步非阻塞並不會使程序運行得更快。WebFlux 並不能使接口的響應時間縮短,它僅僅可以提高吞吐量和伸縮性。
Spring WebFlux 是一個異步非阻塞的 Web 框架,因此,它特別適合應用在 IO 密集型的服務中,好比微服務網關這樣的應用中。
Reactive and non-blocking generally do not make applications run faster.
6. Docs
https://projectreactor.io/docs/core/release/reference/index.html
https://projectreactor.io/docs/core/release/reference/index.html#core-features
https://docs.spring.io/spring/docs/
https://docs.spring.io/spring/docs/5.1.7.RELEASE/spring-framework-reference/index.html