Initial Redis Rate Limiter
see gh-10
This commit is contained in:
7
pom.xml
7
pom.xml
@@ -84,6 +84,13 @@
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<type>pom</type>
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<scope>import</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework.data</groupId>
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<artifactId>spring-data-releasetrain</artifactId>
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<version>Kay-M2</version>
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<type>pom</type>
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<scope>import</scope>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-ribbon</artifactId>
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@@ -62,6 +62,11 @@
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<groupId>org.springframework</groupId>
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<artifactId>spring-tuple</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-data-redis</artifactId>
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<optional>true</optional>
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</dependency>
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<dependency>
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<groupId>org.springframework.cloud</groupId>
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<artifactId>spring-cloud-starter-eureka</artifactId>
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@@ -0,0 +1,95 @@
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/*
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* Copyright 2013-2017 the original author or authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*/
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package org.springframework.cloud.gateway.filter.factory;
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import java.time.Instant;
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import java.util.Arrays;
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import java.util.List;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.springframework.data.redis.core.StringRedisTemplate;
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import org.springframework.data.redis.core.script.RedisScript;
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import org.springframework.http.HttpStatus;
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import org.springframework.tuple.Tuple;
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import org.springframework.web.server.WebFilter;
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/**
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* Sample User Request Rate Throttle filter.
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* See https://stripe.com/blog/rate-limiters and
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* https://gist.github.com/ptarjan/e38f45f2dfe601419ca3af937fff574d#file-1-check_request_rate_limiter-rb-L11-L34
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*/
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public class RequestRateLimiterWebFilterFactory implements WebFilterFactory {
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private Log log = LogFactory.getLog(getClass());
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private final StringRedisTemplate redisTemplate;
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private final RedisScript<List> script;
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public RequestRateLimiterWebFilterFactory(StringRedisTemplate redisTemplate, RedisScript<List> script) {
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this.redisTemplate = redisTemplate;
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this.script = script;
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}
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@SuppressWarnings("unchecked")
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@Override
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public WebFilter apply(Tuple args) {
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// How many requests per second do you want a user to be allowed to do?
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int replenishRate = 100;
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// How much bursting do you want to allow?
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int capacity = 5 * replenishRate;
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return (exchange, chain) -> {
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boolean allowed = isAllowed(replenishRate, capacity, "me"); //TODO: get user from request
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if (allowed) {
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return chain.filter(exchange);
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}
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exchange.getResponse().setStatusCode(HttpStatus.TOO_MANY_REQUESTS);
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return exchange.getResponse().setComplete();
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};
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}
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/* for testing */ boolean isAllowed(int replenishRate, int capacity, String id) {
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boolean allowed = false;
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try {
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// # Make a unique key per user.
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String prefix = "request_rate_limiter." + id;
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// # You need two Redis keys for Token Bucket.
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List<String> keys = Arrays.asList(prefix + ".tokens", prefix + ".timestamp");
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// The arguments to the LUA script. time() returns unixtime in seconds.
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String[] args = new String[]{ replenishRate+"", capacity+"", Instant.now().getEpochSecond()+"", "1"};
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// allowed, tokens_left = redis.eval(SCRIPT, keys, args)
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List results = this.redisTemplate.execute(this.script, keys, args);
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allowed = new Long(1L).equals(results.get(0));
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Long tokensLeft = (Long) results.get(1);
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if (log.isDebugEnabled()) {
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log.debug("isAllowed("+id+")=" + allowed + ", tokensLeft: "+tokensLeft);
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}
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} catch (Exception e) {
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log.error("Error determining if user allowed from redis", e);
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}
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return allowed;
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}
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}
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@@ -0,0 +1,34 @@
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local tokens_key = KEYS[1]
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local timestamp_key = KEYS[2]
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--redis.log(redis.LOG_WARNING, "tokens_key " .. tokens_key)
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local rate = tonumber(ARGV[1])
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local capacity = tonumber(ARGV[2])
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local now = tonumber(ARGV[3])
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local requested = tonumber(ARGV[4])
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local fill_time = capacity/rate
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local ttl = math.floor(fill_time*2)
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local last_tokens = tonumber(redis.call("get", tokens_key))
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if last_tokens == nil then
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last_tokens = capacity
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end
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local last_refreshed = tonumber(redis.call("get", timestamp_key))
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if last_refreshed == nil then
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last_refreshed = 0
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end
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local delta = math.max(0, now-last_refreshed)
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local filled_tokens = math.min(capacity, last_tokens+(delta*rate))
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local allowed = filled_tokens >= requested
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local new_tokens = filled_tokens
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if allowed then
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new_tokens = filled_tokens - requested
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end
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redis.call("setex", tokens_key, ttl, new_tokens)
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redis.call("setex", timestamp_key, ttl, now)
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return { allowed, new_tokens }
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@@ -0,0 +1,89 @@
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package org.springframework.cloud.gateway.filter.factory;
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import java.util.List;
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import java.util.UUID;
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import org.junit.Test;
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import org.junit.runner.RunWith;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.boot.SpringBootConfiguration;
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import org.springframework.boot.autoconfigure.EnableAutoConfiguration;
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import org.springframework.boot.test.context.SpringBootTest;
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import org.springframework.cloud.gateway.test.BaseWebClientTests;
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import org.springframework.context.annotation.Bean;
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import org.springframework.context.annotation.Import;
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import org.springframework.core.io.ClassPathResource;
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import org.springframework.data.redis.core.StringRedisTemplate;
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import org.springframework.data.redis.core.script.DefaultRedisScript;
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import org.springframework.data.redis.core.script.RedisScript;
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import org.springframework.scripting.support.ResourceScriptSource;
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import org.springframework.test.annotation.DirtiesContext;
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import org.springframework.test.context.junit4.SpringRunner;
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import static org.assertj.core.api.Assertions.assertThat;
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import static org.springframework.boot.test.context.SpringBootTest.WebEnvironment.RANDOM_PORT;
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/**
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* see https://gist.github.com/ptarjan/e38f45f2dfe601419ca3af937fff574d#file-1-check_request_rate_limiter-rb-L36-L62
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* @author Spencer Gibb
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*/
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@RunWith(SpringRunner.class)
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@SpringBootTest(properties = "logging.level.org.springframework.cloud.gateway.filter.factory=DEBUG",
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webEnvironment = RANDOM_PORT)
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@DirtiesContext
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public class RequestRateLimiterWebFilterFactoryTests extends BaseWebClientTests {
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@Autowired
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private StringRedisTemplate redisTemplate;
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@Autowired
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private RedisScript<List> script;
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@Test
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public void requestRateLimiterWebFilterFactoryWorks() throws Exception {
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String id = UUID.randomUUID().toString();
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RequestRateLimiterWebFilterFactory filterFactory = new RequestRateLimiterWebFilterFactory(this.redisTemplate, this.script);
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int replenishRate = 10;
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int capacity = 5 * replenishRate;
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// Bursts work
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for (int i = 0; i < capacity; i++) {
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boolean allowed = filterFactory.isAllowed(replenishRate, capacity, id);
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assertThat(allowed).isTrue();
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}
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boolean allowed = filterFactory.isAllowed(replenishRate, capacity, id);
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assertThat(allowed).isFalse();
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Thread.sleep(1000);
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// # After the burst is done, check the steady state
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for (int i = 0; i < replenishRate; i++) {
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allowed = filterFactory.isAllowed(replenishRate, capacity, id);
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assertThat(allowed).isTrue();
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}
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allowed = filterFactory.isAllowed(replenishRate, capacity, id);
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assertThat(allowed).isFalse();
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}
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@EnableAutoConfiguration
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@SpringBootConfiguration
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@Import(BaseWebClientTests.DefaultTestConfig.class)
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public static class TestConfig {
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@Bean
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public RedisScript<List> requestRateLimiterScript() {
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DefaultRedisScript<List> redisScript = new DefaultRedisScript<>();
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redisScript.setScriptSource(new ResourceScriptSource(new ClassPathResource("META-INF/scripts/request_rate_limiter.lua")));
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redisScript.setResultType(List.class);
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return redisScript;
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}
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@Bean
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public RequestRateLimiterWebFilterFactory requestRateLimiterWebFilterFactory(StringRedisTemplate redisTemplate) {
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return new RequestRateLimiterWebFilterFactory(redisTemplate, requestRateLimiterScript());
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}
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}
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}
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