BAEL-5764 - Limiting the Request per Second With Webclient (#12837)
* bael-5764 - ready for review * bael-5764 - editor review 1 * bael-5764 - editor review 2
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<module>spring-5-reactive-2</module>
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<module>spring-5-reactive-3</module>
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<module>spring-5-reactive-client</module>
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<module>spring-5-reactive-client-2</module>
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<module>spring-5-reactive-oauth</module>
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<module>spring-5-reactive-security</module>
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<module>spring-reactive</module>
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@ -61,4 +62,4 @@
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<properties>
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</properties>
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</project>
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</project>
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## Spring REST Example Project
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This module contains articles about reactive Spring 5 WebClient
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### The Course
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The "REST With Spring" Classes: http://bit.ly/restwithspring
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### Relevant Articles
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- More articles: [[<-- prev]](../spring-5-reactive-client)
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spring-reactive-modules/spring-5-reactive-client-2/pom.xml
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spring-reactive-modules/spring-5-reactive-client-2/pom.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<artifactId>spring-5-reactive-client-2</artifactId>
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<name>spring-5-reactive-client-2</name>
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<packaging>jar</packaging>
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<description>spring 5 sample project about new features</description>
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<parent>
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<groupId>com.baeldung.spring.reactive</groupId>
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<artifactId>spring-reactive-modules</artifactId>
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<version>1.0.0-SNAPSHOT</version>
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</parent>
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<dependencies>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-validation</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-web</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-webflux</artifactId>
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</dependency>
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<dependency>
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<groupId>org.projectreactor</groupId>
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<artifactId>reactor-spring</artifactId>
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<version>${reactor-spring.version}</version>
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</dependency>
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<dependency>
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<groupId>javax.json.bind</groupId>
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<artifactId>javax.json.bind-api</artifactId>
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</dependency>
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<dependency>
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<groupId>io.github.resilience4j</groupId>
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<artifactId>resilience4j-reactor</artifactId>
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<version>${resilience4j.version}</version>
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</dependency>
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<dependency>
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<groupId>io.github.resilience4j</groupId>
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<artifactId>resilience4j-ratelimiter</artifactId>
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<version>${resilience4j.version}</version>
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</dependency>
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<dependency>
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<groupId>com.google.guava</groupId>
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<artifactId>guava</artifactId>
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<version>${guava.version}</version>
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</dependency>
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<!-- runtime and test scoped -->
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-devtools</artifactId>
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<scope>runtime</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework</groupId>
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<artifactId>spring-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.mockito</groupId>
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<artifactId>mockito-junit-jupiter</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>io.projectreactor</groupId>
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<artifactId>reactor-test</artifactId>
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<scope>test</scope>
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</dependency>
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<dependency>
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<groupId>org.eclipse.jetty</groupId>
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<artifactId>jetty-reactive-httpclient</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-compiler-plugin</artifactId>
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<configuration>
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<source>1.8</source>
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<target>1.8</target>
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</configuration>
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</plugin>
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</plugins>
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</build>
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<profiles>
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<profile>
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<id>integration-lite-first</id>
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<build>
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<plugins>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-surefire-plugin</artifactId>
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<configuration>
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<systemPropertyVariables>
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<logback.configurationFile>${project.basedir}/src/test/resources/logback-test.xml</logback.configurationFile>
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</systemPropertyVariables>
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</configuration>
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</plugin>
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</plugins>
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</build>
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</profile>
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<profile>
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<id>integration-lite-second</id>
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<build>
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<plugins>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-surefire-plugin</artifactId>
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<configuration>
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<systemPropertyVariables>
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<logback.configurationFile>${project.basedir}/src/test/resources/logback-test.xml</logback.configurationFile>
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</systemPropertyVariables>
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</configuration>
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</plugin>
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</plugins>
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</build>
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</profile>
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</profiles>
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<properties>
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<reactor-spring.version>1.0.1.RELEASE</reactor-spring.version>
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<jetty-reactive-httpclient.version>1.1.6</jetty-reactive-httpclient.version>
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<reactor-test.version>3.2.10.RELEASE</reactor-test.version>
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<resilience4j.version>1.7.1</resilience4j.version>
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</properties>
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</project>
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package com.baeldung.limitrequests;
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import org.springframework.boot.SpringApplication;
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import org.springframework.boot.autoconfigure.SpringBootApplication;
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@SpringBootApplication
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public class LimitRequestsApp {
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public static void main(String[] args) {
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SpringApplication.run(LimitRequestsApp.class, args);
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}
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}
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package com.baeldung.limitrequests.client;
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import java.time.Duration;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.client.utils.Client;
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import com.baeldung.limitrequests.client.utils.RandomConsumer;
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import reactor.core.publisher.Flux;
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public class DelayElements {
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private DelayElements() {
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}
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public static Flux<Integer> fetch(WebClient client, int requests, int delay) {
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String clientId = Client.id(requests, DelayElements.class, delay);
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return Flux.range(1, requests)
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.log()
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.delayElements(Duration.ofMillis(delay))
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.flatMap(i -> RandomConsumer.get(client, clientId));
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}
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public static void main(String[] args) {
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String baseUrl = args[0];
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WebClient client = WebClient.create(baseUrl);
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fetch(client, 12, 1050).doOnNext(System.out::println)
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.blockLast();
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}
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}
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package com.baeldung.limitrequests.client;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.client.utils.Client;
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import com.baeldung.limitrequests.client.utils.RandomConsumer;
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import com.google.common.util.concurrent.RateLimiter;
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import reactor.core.publisher.Flux;
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public class GuavaRateLimit {
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private GuavaRateLimit() {
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}
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public static Flux<Integer> fetch(WebClient client, int requests, double limit) {
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String clientId = Client.id(requests, GuavaRateLimit.class, limit);
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RateLimiter limiter = RateLimiter.create(limit);
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return Flux.range(1, requests)
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.log()
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.flatMap(i -> {
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limiter.acquire();
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return RandomConsumer.get(client, clientId);
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});
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}
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public static void main(String[] args) throws InterruptedException {
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String baseUrl = args[0];
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WebClient client = WebClient.create(baseUrl);
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fetch(client, 20, 2).doOnNext(System.out::println)
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.blockLast();
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}
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}
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package com.baeldung.limitrequests.client;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.client.utils.Client;
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import com.baeldung.limitrequests.client.utils.RandomConsumer;
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import reactor.core.publisher.Flux;
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public class LimitConcurrency {
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private LimitConcurrency() {
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}
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public static Flux<Integer> fetch(WebClient client, int requests, int concurrency) {
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String clientId = Client.id(requests, LimitConcurrency.class.getSimpleName(), concurrency);
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return Flux.range(1, requests)
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.log()
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.flatMap(i -> RandomConsumer.get(client, clientId), concurrency);
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}
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public static void main(String[] args) throws InterruptedException {
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String baseUrl = args[0];
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WebClient client = WebClient.create(baseUrl);
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fetch(client, 12, 5).doOnNext(System.out::println)
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.blockLast();
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}
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}
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package com.baeldung.limitrequests.client;
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import java.time.Duration;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.client.utils.Client;
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import com.baeldung.limitrequests.client.utils.RandomConsumer;
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import io.github.resilience4j.ratelimiter.RateLimiter;
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import io.github.resilience4j.ratelimiter.RateLimiterConfig;
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import io.github.resilience4j.reactor.ratelimiter.operator.RateLimiterOperator;
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import reactor.core.publisher.Flux;
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public class Resilience4jRateLimit {
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private Resilience4jRateLimit() {
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}
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public static Flux<Integer> fetch(WebClient client, int requests, int concurrency, int interval) {
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RateLimiter limiter = RateLimiter.of("my-rate-limiter", RateLimiterConfig.custom()
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.limitRefreshPeriod(Duration.ofMillis(interval))
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.limitForPeriod(concurrency)
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.timeoutDuration(Duration.ofMillis((long) interval * concurrency))
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.build());
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String clientId = Client.id(requests, Resilience4jRateLimit.class, concurrency, interval);
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return Flux.range(1, requests)
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.log()
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.flatMap(i -> RandomConsumer.<Integer> get(client, clientId)
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.transformDeferred(RateLimiterOperator.of(limiter)));
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}
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public static void main(String[] args) {
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String baseUrl = args[0];
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WebClient client = WebClient.create(baseUrl);
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fetch(client, 10, 5, 2500).doOnNext(System.out::println)
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.blockLast();
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}
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}
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package com.baeldung.limitrequests.client;
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import java.time.Duration;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.client.utils.Client;
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import com.baeldung.limitrequests.client.utils.RandomConsumer;
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import reactor.core.publisher.Flux;
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public class ZipWithInterval {
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private ZipWithInterval() {
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}
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public static Flux<Integer> fetch(WebClient client, int requests, int delay) {
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String clientId = Client.id(requests, ZipWithInterval.class, delay);
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return Flux.range(1, requests)
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.log()
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.zipWith(Flux.interval(Duration.ofMillis(delay)))
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.flatMap(i -> RandomConsumer.get(client, clientId));
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}
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public static void main(String[] args) {
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String baseUrl = args[0];
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WebClient client = WebClient.create(baseUrl);
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fetch(client, 15, 1100).doOnNext(System.out::println)
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.blockLast();
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}
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}
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package com.baeldung.limitrequests.client.utils;
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public interface Client {
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String SEPARATOR = ":";
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static String id(Object... args) {
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StringBuilder builder = new StringBuilder();
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for (Object object : args) {
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builder.append(":")
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.append(object.toString());
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}
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return builder.toString()
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.replaceFirst(SEPARATOR, "");
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}
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}
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package com.baeldung.limitrequests.client.utils;
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import org.springframework.core.ParameterizedTypeReference;
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import org.springframework.web.reactive.function.client.WebClient;
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import com.baeldung.limitrequests.server.RandomController;
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import reactor.core.publisher.Mono;
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public interface RandomConsumer {
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static <T> Mono<T> get(WebClient client, String id) {
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return client.get()
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.header(RandomController.CLIENT_ID_HEADER, id)
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.retrieve()
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.bodyToMono(new ParameterizedTypeReference<T>() {
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});
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}
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}
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package com.baeldung.limitrequests.server;
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import java.util.HashMap;
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import java.util.Map;
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import java.util.concurrent.TimeUnit;
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import java.util.concurrent.atomic.AtomicInteger;
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import java.util.function.IntSupplier;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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public class Concurrency {
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public static final int MAX_CONCURRENT_REQUESTS = 5;
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private static final Logger logger = LoggerFactory.getLogger(Concurrency.class);
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private static final Map<String, AtomicInteger> CONCURRENT_REQUESTS = new HashMap<>();
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private Concurrency() {
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}
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public static int protect(String clientId, IntSupplier supplier) throws InterruptedException {
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AtomicInteger counter = CONCURRENT_REQUESTS.computeIfAbsent(clientId, k -> new AtomicInteger(0));
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try {
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int n = counter.incrementAndGet();
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if (n > MAX_CONCURRENT_REQUESTS) {
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String message = String.format("%s - %d max concurrent requests reached [%d]. try again later", clientId, MAX_CONCURRENT_REQUESTS, n);
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throw new UnsupportedOperationException(message);
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}
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logger.info("{} - {}", clientId, n);
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TimeUnit.SECONDS.sleep(2);
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return supplier.getAsInt();
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} finally {
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counter.decrementAndGet();
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}
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}
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}
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package com.baeldung.limitrequests.server;
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import java.util.Random;
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import org.springframework.web.bind.annotation.GetMapping;
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import org.springframework.web.bind.annotation.RequestHeader;
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import org.springframework.web.bind.annotation.RequestMapping;
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import org.springframework.web.bind.annotation.RestController;
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@RestController
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@RequestMapping("/random")
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public class RandomController {
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public static final String CLIENT_ID_HEADER = "client-id";
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private static final Random RANDOM = new Random();
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@GetMapping
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Integer getRandom(@RequestHeader(CLIENT_ID_HEADER) String clientId) throws InterruptedException {
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return Concurrency.protect(clientId, () -> RANDOM.nextInt(50));
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}
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}
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logging.level.root=INFO
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server.port=8081
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logging.level.reactor.netty.http.client.HttpClient=DEBUG
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<?xml version="1.0" encoding="UTF-8"?>
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<configuration>
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<appender name="stdout" class="ch.qos.logback.core.ConsoleAppender">
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<layout class="ch.qos.logback.classic.PatternLayout">
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# Pattern of log message for console appender
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<Pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{36} - %msg%n</Pattern>
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</layout>
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</appender>
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<logger name="org.springframework" level="INFO" />
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<root level="INFO">
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<appender-ref ref="stdout" />
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</root>
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</configuration>
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package com.baeldung.limitrequests;
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import static org.junit.jupiter.api.Assertions.assertDoesNotThrow;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import org.junit.jupiter.api.Test;
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import org.springframework.web.reactive.function.client.WebClient;
|
||||
import org.springframework.web.reactive.function.client.WebClientResponseException.InternalServerError;
|
||||
|
||||
import com.baeldung.limitrequests.client.DelayElements;
|
||||
import com.baeldung.limitrequests.client.GuavaRateLimit;
|
||||
import com.baeldung.limitrequests.client.LimitConcurrency;
|
||||
import com.baeldung.limitrequests.client.Resilience4jRateLimit;
|
||||
import com.baeldung.limitrequests.client.ZipWithInterval;
|
||||
import com.baeldung.limitrequests.server.Concurrency;
|
||||
|
||||
class RandomControllerLiveTest {
|
||||
|
||||
private static final int MAX_CONCURRENT_REQUESTS = Concurrency.MAX_CONCURRENT_REQUESTS;
|
||||
private static final int TOTAL_REQUESTS = 10;
|
||||
|
||||
private WebClient client = WebClient.create("http://localhost:8081/random");
|
||||
|
||||
@Test
|
||||
void givenEnoughDelay_whenZipWithInterval_thenNoExceptionThrown() {
|
||||
int delay = MAX_CONCURRENT_REQUESTS * 100;
|
||||
|
||||
assertDoesNotThrow(() -> {
|
||||
ZipWithInterval.fetch(client, TOTAL_REQUESTS, delay)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenSmallDelay_whenZipWithInterval_thenExceptionThrown() {
|
||||
int delay = 100;
|
||||
|
||||
assertThrows(InternalServerError.class, () -> {
|
||||
ZipWithInterval.fetch(client, TOTAL_REQUESTS, delay)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenEnoughDelay_whenDelayElements_thenNoExceptionThrown() {
|
||||
int delay = MAX_CONCURRENT_REQUESTS * 100;
|
||||
|
||||
assertDoesNotThrow(() -> {
|
||||
DelayElements.fetch(client, TOTAL_REQUESTS, delay)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenSmallDelay_whenDelayElements_thenExceptionThrown() {
|
||||
int delay = 100;
|
||||
|
||||
assertThrows(InternalServerError.class, () -> {
|
||||
DelayElements.fetch(client, TOTAL_REQUESTS, delay)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenLimitInsideServerRange_whenLimitedConcurrency_thenNoExceptionThrown() {
|
||||
int limit = MAX_CONCURRENT_REQUESTS;
|
||||
|
||||
assertDoesNotThrow(() -> {
|
||||
LimitConcurrency.fetch(client, TOTAL_REQUESTS, limit)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenLimitOutsideServerRange_whenLimitedConcurrency_thenExceptionThrown() {
|
||||
int limit = MAX_CONCURRENT_REQUESTS + TOTAL_REQUESTS;
|
||||
|
||||
assertThrows(InternalServerError.class, () -> {
|
||||
LimitConcurrency.fetch(client, TOTAL_REQUESTS, limit)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenLongInterval_whenRateLimited_thenNoExceptionThrown() {
|
||||
int interval = MAX_CONCURRENT_REQUESTS * 500;
|
||||
|
||||
int limit = MAX_CONCURRENT_REQUESTS;
|
||||
|
||||
assertDoesNotThrow(() -> {
|
||||
Resilience4jRateLimit.fetch(client, TOTAL_REQUESTS, limit, interval)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
|
||||
@Test
|
||||
void givenShortLimit_whenUsingGuavaRateLimiter_thenNoExceptionThrown() {
|
||||
double limit = MAX_CONCURRENT_REQUESTS / 2;
|
||||
|
||||
assertDoesNotThrow(() -> {
|
||||
GuavaRateLimit.fetch(client, TOTAL_REQUESTS, limit)
|
||||
.doOnNext(System.out::println)
|
||||
.blockLast();
|
||||
});
|
||||
}
|
||||
}
|
@ -0,0 +1,20 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<configuration>
|
||||
<appender name="stdout" class="ch.qos.logback.core.ConsoleAppender">
|
||||
<layout class="ch.qos.logback.classic.PatternLayout">
|
||||
# Pattern of log message for console appender
|
||||
<Pattern>%d{HH:mm:ss.SSS} [%thread] %-5level %logger{36} - %msg%n</Pattern>
|
||||
</layout>
|
||||
</appender>
|
||||
|
||||
<logger name="org.springframework" level="INFO" />
|
||||
|
||||
<logger name="com.baeldung.reactive.logging.jetty" level="DEBUG" />
|
||||
<logger name="reactor.netty.http.client.HttpClient" level="DEBUG" />
|
||||
<logger name="com.baeldung.reactive.logging" level="DEBUG" />
|
||||
|
||||
<root level="INFO">
|
||||
<appender-ref ref="stdout" />
|
||||
</root>
|
||||
|
||||
</configuration>
|
@ -13,3 +13,4 @@ The "REST With Spring" Classes: http://bit.ly/restwithspring
|
||||
- [Get List of JSON Objects with WebClient](https://www.baeldung.com/spring-webclient-json-list)
|
||||
- [Upload a File with WebClient](https://www.baeldung.com/spring-webclient-upload-file)
|
||||
- [How to Get Response Body When Testing the Status Code in WebFlux WebClient](https://www.baeldung.com/spring-webclient-get-response-body)
|
||||
- More articles: [[next -->]](../spring-5-reactive-client-2)
|
||||
|
Loading…
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Reference in New Issue
Block a user