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# Helidon SE Concurrency Limits Example | ||
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This example demonstrates the Concurrency Limits feature of Helidon WebServer. | ||
For other approaches for rate limiting see the [Rate Limit Example](../ratelimit). | ||
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The Concurrency Limits feature provides mechanisms to limit concurrent execution of incoming requests. | ||
Currently two algorithms are supported: | ||
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1. Fixed: A semaphore based limit that supports queuing for a permit and timeout on the queue. | ||
2. AIMD: Additive-increase/multiplicative-decrease. Uses a feedback control algorithm that combines linear growth of the request limit when there is no congestion with an exponential reduction when congestion is detected. | ||
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The example does the following: | ||
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1. Defines two ports for accepting incoming requests: 8080 and 8088 | ||
2. 8080 is configured to use the Fixed concurrency limit algorithm | ||
3. 8088 is configured to use the AIMD concurrency limit algorithm | ||
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The server has two endpoints: `fixed/sleep` and `aimd/sleep`. Both sleep for the specified number of seconds to simulate a slow workload. | ||
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These values are configured in [`application.yaml`](./src/main/resources/application.yaml) | ||
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## Build and run | ||
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Build and start the server: | ||
```shell | ||
mvn package | ||
java -jar target/helidon-examples-webserver-concurrencylimits.jar | ||
``` | ||
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## Exercise the application | ||
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### Fixed Concurrency Limit | ||
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The server is configured to process 6 requests concurrently with a backlog queue of depth 4. Therefore it can handle bursts of up to 10 requests at a time. | ||
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Send a burst of 15 concurrent requests to the `fixed/sleep` endpoint (each requesting a sleep of 3 seconds): | ||
```shell | ||
curl -s \ | ||
--noproxy '*' \ | ||
-o /dev/null \ | ||
--parallel \ | ||
--parallel-immediate \ | ||
-w "%{http_code}\n" \ | ||
"http://localhost:8080/fixed/sleep/3?c=[1-15]" | ||
``` | ||
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When the 15 concurrent requests hit the server: | ||
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* 5 of the requests are rejected with a 503 because they exceed the size of the number of concurrent requests limit (6) plus the size of the queue (4). | ||
* 10 of the requests are accepted by the server | ||
* The first 6 of those return a 200 after sleeping for 3 seconds | ||
* The next 4 requests are then processed from the queue and return a 200 after sleeping for 3 more seconds. | ||
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You will see this in the output: | ||
``` | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
# Three second pause | ||
200 | ||
200 | ||
200 | ||
200 | ||
200 | ||
200 | ||
# Three second pause | ||
200 | ||
200 | ||
200 | ||
200 | ||
``` | ||
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### AIMD Concurrency Limit | ||
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The AIMD limiter is [adaptive](https://en.wikipedia.org/wiki/Additive_increase/multiplicative_decrease) | ||
and will adjust according to the workload and responsiveness of the server. | ||
If the server successfully processes requests then the limiter will increase limits (up to a max limit). | ||
If the server starts to fail or timeout requests then the limiter will reduce limits (down to a min limit). | ||
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In this example we set the initial and minimum limit to 6 and a max limit of 10 concurrent requests. | ||
We configure the timeout as 3 seconds. So requests that can't be serviced within 3 seconds fail -- which can lead to a reduction of the current limit. | ||
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First execute 15 concurrent requests, each sleeping for 3 seconds. | ||
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```shell | ||
curl -s \ | ||
--noproxy '*' \ | ||
-o /dev/null \ | ||
--parallel \ | ||
--parallel-immediate \ | ||
-w "%{http_code}\n" \ | ||
"http://localhost:8088/aimd/sleep/3?c=[1-15]" | ||
``` | ||
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This will process 6 request (the currently configured limit), and fail 9: | ||
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``` | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
503 | ||
# Pause for 3 seconds | ||
200 | ||
200 | ||
200 | ||
200 | ||
200 | ||
200 | ||
``` | ||
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Repeat the curl command and you will see the same results. Because we have the AIMD timeout set to 3 seconds, and our sleep operation is taking 3 seconds, the current limit is never increased. | ||
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Now repeat the curl command, but specify a sleep time of 2 seconds: | ||
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```shell | ||
curl -s \ | ||
--noproxy '*' \ | ||
-o /dev/null \ | ||
--parallel \ | ||
--parallel-immediate \ | ||
-w "%{http_code}\n" \ | ||
"http://localhost:8088/aimd/sleep/2?c=[1-15]" | ||
``` | ||
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As before the first invocation will process 6 requests. But as you | ||
repeat the curl command you will see more requests are | ||
successful until you hit the max concurrency limit of 10. Since | ||
each request is now taking 2 seconds (and not 3), the limiter | ||
is able to adapt and increase the current limit up to the maximum. | ||
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Now go back and run the curl command a few times using a sleep time | ||
of 3, and you will see the limiter adapt again and lower the current limit. |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
Copyright (c) 2024 Oracle and/or its affiliates. | ||
Licensed under the Apache License, Version 2.0 (the "License"); | ||
you may not use this file except in compliance with the License. | ||
You may obtain a copy of the License at | ||
http://www.apache.org/licenses/LICENSE-2.0 | ||
Unless required by applicable law or agreed to in writing, software | ||
distributed under the License is distributed on an "AS IS" BASIS, | ||
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
See the License for the specific language governing permissions and | ||
limitations under the License. | ||
--> | ||
<project xmlns="http://maven.apache.org/POM/4.0.0" | ||
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>io.helidon.applications</groupId> | ||
<artifactId>helidon-se</artifactId> | ||
<version>4.2.0-SNAPSHOT</version> | ||
<relativePath/> | ||
</parent> | ||
<groupId>io.helidon.examples.webserver</groupId> | ||
<artifactId>helidon-examples-webserver-concurrencylimits</artifactId> | ||
<version>1.0.0-SNAPSHOT</version> | ||
<name>Helidon Examples WebServer Concurrency Limits</name> | ||
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<properties> | ||
<mainClass>io.helidon.examples.webserver.concurrencylimits.Main</mainClass> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>io.helidon.webserver</groupId> | ||
<artifactId>helidon-webserver</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.helidon.config</groupId> | ||
<artifactId>helidon-config-yaml</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.helidon.fault-tolerance</groupId> | ||
<artifactId>helidon-fault-tolerance</artifactId> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.helidon.logging</groupId> | ||
<artifactId>helidon-logging-jul</artifactId> | ||
<scope>runtime</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.junit.jupiter</groupId> | ||
<artifactId>junit-jupiter-api</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.hamcrest</groupId> | ||
<artifactId>hamcrest-all</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
<dependency> | ||
<groupId>io.helidon.webserver.testing.junit5</groupId> | ||
<artifactId>helidon-webserver-testing-junit5</artifactId> | ||
<scope>test</scope> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-dependency-plugin</artifactId> | ||
<executions> | ||
<execution> | ||
<id>copy-libs</id> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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...oncurrency-limits/src/main/java/io/helidon/examples/webserver/concurrencylimits/Main.java
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/* | ||
* Copyright (c) 2024 Oracle and/or its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package io.helidon.examples.webserver.concurrencylimits; | ||
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import io.helidon.config.Config; | ||
import io.helidon.logging.common.LogConfig; | ||
import io.helidon.webserver.WebServer; | ||
import io.helidon.webserver.WebServerConfig; | ||
import io.helidon.webserver.http.HttpRouting; | ||
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/** | ||
* The application main class. | ||
*/ | ||
public class Main { | ||
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private static final System.Logger LOGGER = System.getLogger(Main.class.getName()); | ||
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/** | ||
* Cannot be instantiated. | ||
*/ | ||
private Main() { | ||
} | ||
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/** | ||
* Application main entry point. | ||
* @param args command line arguments. | ||
*/ | ||
public static void main(String[] args) { | ||
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// load logging configuration | ||
LogConfig.configureRuntime(); | ||
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// initialize global config from default configuration | ||
Config config = Config.create(); | ||
Config.global(config); | ||
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// Default port uses the fixed limiter | ||
// "aimd" port uses the AIMD limiter | ||
WebServerConfig webserverConfig = WebServer.builder() | ||
.config(config.get("server")) | ||
.routing(Main::fixedRouting) | ||
.routing("aimd", Main::aimdRouting) | ||
.buildPrototype(); | ||
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WebServer webserver = webserverConfig.build().start(); | ||
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LOGGER.log(System.Logger.Level.INFO, "WEB server is up! http://localhost:" + webserver.port() + "/fixed/sleep" | ||
+ " " + "http://localhost:" + webserver.port("aimd") + "/aimd/sleep"); | ||
} | ||
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/** | ||
* Updates HTTP Routing. | ||
*/ | ||
static void fixedRouting(HttpRouting.Builder routing) { | ||
routing.register("/fixed", new SleepService()); | ||
} | ||
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static void aimdRouting(HttpRouting.Builder routing) { | ||
routing.register("/aimd", new SleepService()); | ||
} | ||
} |
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...cy-limits/src/main/java/io/helidon/examples/webserver/concurrencylimits/SleepService.java
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/* | ||
* Copyright (c) 2024 Oracle and/or its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package io.helidon.examples.webserver.concurrencylimits; | ||
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import io.helidon.webserver.http.HttpRules; | ||
import io.helidon.webserver.http.HttpService; | ||
import io.helidon.webserver.http.ServerRequest; | ||
import io.helidon.webserver.http.ServerResponse; | ||
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class SleepService implements HttpService { | ||
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private static final System.Logger LOGGER = System.getLogger(SleepService.class.getName()); | ||
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SleepService() { | ||
} | ||
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@Override | ||
public void routing(HttpRules rules) { | ||
rules.get("/sleep/{seconds}", this::sleepHandler); | ||
} | ||
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/** | ||
* Sleep for a specified number of seconds. | ||
* The optional path parameter controls the number of seconds to sleep. Defaults to 1 | ||
* | ||
* @param request server request | ||
* @param response server response | ||
*/ | ||
private void sleepHandler(ServerRequest request, ServerResponse response) { | ||
int seconds = request.path().pathParameters().first("seconds").asInt().orElse(1); | ||
response.send(String.valueOf(sleep(seconds))); | ||
} | ||
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/** | ||
* Sleep current thread. | ||
* | ||
* @param seconds number of seconds to sleep | ||
* @return number of seconds requested to sleep | ||
*/ | ||
private static int sleep(int seconds) { | ||
LOGGER.log(System.Logger.Level.DEBUG, Thread.currentThread() + ": Sleeping for " + seconds + " seconds"); | ||
try { | ||
Thread.sleep(seconds * 1_000L); | ||
} catch (InterruptedException e) { | ||
LOGGER.log(System.Logger.Level.WARNING, e); | ||
} | ||
return seconds; | ||
} | ||
} |
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...cy-limits/src/main/java/io/helidon/examples/webserver/concurrencylimits/package-info.java
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/* | ||
* Copyright (c) 2024 Oracle and/or its affiliates. | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package io.helidon.examples.webserver.concurrencylimits; |
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