examples: Adds client/server retrying example via service config

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Alex Ehrnschwender 2020-06-16 12:18:42 -07:00 committed by GitHub
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@ -87,6 +87,36 @@ before trying out the examples.
</details>
- <details>
<summary>Retrying</summary>
The [retrying example](src/main/java/io/grpc/examples/retrying) provides a HelloWorld GRPC client &
server which demos the effect of client retry policy configured on the [ManagedChannel](
../api/src/main/java/io/grpc/ManagedChannel.java) via [GRPC ServiceConfig](
https://github.com/grpc/grpc/blob/master/doc/service_config.md). Retry policy implementation &
configuration details are outlined in the [proposal](https://github.com/grpc/proposal/blob/master/A6-client-retries.md).
This retrying example is very similar to the [hedging example](src/main/java/io/grpc/examples/hedging) in its setup.
The [RetryingHelloWorldServer](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldServer.java) responds with
a status UNAVAILABLE error response to a specified percentage of requests to simulate server resource exhaustion and
general flakiness. The [RetryingHelloWorldClient](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldClient.java) makes
a number of sequential requests to the server, several of which will be retried depending on the configured policy in
[retrying_service_config.json](src/main/resources/io/grpc/examples/retrying/retrying_service_config.json). Although
the requests are blocking unary calls for simplicity, these could easily be changed to future unary calls in order to
test the result of request concurrency with retry policy enabled.
One can experiment with the [RetryingHelloWorldServer](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldServer.java)
failure conditions to simulate server throttling, as well as alter policy values in the [retrying_service_config.json](
src/main/resources/io/grpc/examples/retrying/retrying_service_config.json) to see their effects. To disable retrying
entirely, set environment variable `DISABLE_RETRYING_IN_RETRYING_EXAMPLE=true` before running the client.
Disabling the retry policy should produce many more failed GRPC calls as seen in the output log.
See [the section below](#to-build-the-examples) for how to build and run the example. The
executables for the server and the client are `retrying-hello-world-server` and
`retrying-hello-world-client`.
</details>
### <a name="to-build-the-examples"></a> To build the examples
1. **[Install gRPC Java library SNAPSHOT locally, including code generation plugin](../COMPILING.md) (Only need this step for non-released versions, e.g. master HEAD).**

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@ -91,6 +91,20 @@ task helloWorldClient(type: CreateStartScripts) {
classpath = startScripts.classpath
}
task retryingHelloWorldServer(type: CreateStartScripts) {
mainClassName = 'io.grpc.examples.retrying.RetryingHelloWorldServer'
applicationName = 'retrying-hello-world-server'
outputDir = new File(project.buildDir, 'tmp')
classpath = startScripts.classpath
}
task retryingHelloWorldClient(type: CreateStartScripts) {
mainClassName = 'io.grpc.examples.retrying.RetryingHelloWorldClient'
applicationName = 'retrying-hello-world-client'
outputDir = new File(project.buildDir, 'tmp')
classpath = startScripts.classpath
}
task hedgingHelloWorldServer(type: CreateStartScripts) {
mainClassName = 'io.grpc.examples.hedging.HedgingHelloWorldServer'
applicationName = 'hedging-hello-world-server'
@ -119,6 +133,8 @@ applicationDistribution.into('bin') {
from(helloWorldClient)
from(hedgingHelloWorldClient)
from(hedgingHelloWorldServer)
from(retryingHelloWorldClient)
from(retryingHelloWorldServer)
from(compressingHelloWorldClient)
fileMode = 0755
}

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@ -0,0 +1,148 @@
/*
* Copyright 2020 The gRPC Authors
*
* 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.
*/
package io.grpc.examples.retrying;
import static java.nio.charset.StandardCharsets.UTF_8;
import com.google.gson.Gson;
import com.google.gson.stream.JsonReader;
import io.grpc.ManagedChannel;
import io.grpc.ManagedChannelBuilder;
import io.grpc.StatusRuntimeException;
import io.grpc.examples.helloworld.GreeterGrpc;
import io.grpc.examples.helloworld.HelloReply;
import io.grpc.examples.helloworld.HelloRequest;
import java.io.InputStreamReader;
import java.util.Map;
import java.util.concurrent.ForkJoinPool;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.logging.Level;
import java.util.logging.Logger;
/**
* A client that requests a greeting from the {@link RetryingHelloWorldServer} with a retrying policy.
*/
public class RetryingHelloWorldClient {
static final String ENV_DISABLE_RETRYING = "DISABLE_RETRYING_IN_RETRYING_EXAMPLE";
private static final Logger logger = Logger.getLogger(RetryingHelloWorldClient.class.getName());
private final boolean enableRetries;
private final ManagedChannel channel;
private final GreeterGrpc.GreeterBlockingStub blockingStub;
private final AtomicInteger totalRpcs = new AtomicInteger();
private final AtomicInteger failedRpcs = new AtomicInteger();
protected Map<String, ?> getRetryingServiceConfig() {
return new Gson()
.fromJson(
new JsonReader(
new InputStreamReader(
RetryingHelloWorldClient.class.getResourceAsStream(
"retrying_service_config.json"),
UTF_8)),
Map.class);
}
/**
* Construct client connecting to HelloWorld server at {@code host:port}.
*/
public RetryingHelloWorldClient(String host, int port, boolean enableRetries) {
ManagedChannelBuilder<?> channelBuilder = ManagedChannelBuilder.forAddress(host, port)
// Channels are secure by default (via SSL/TLS). For the example we disable TLS to avoid
// needing certificates.
.usePlaintext();
if (enableRetries) {
Map<String, ?> serviceConfig = getRetryingServiceConfig();
logger.info("Client started with retrying configuration: " + serviceConfig.toString());
channelBuilder.defaultServiceConfig(serviceConfig).enableRetry();
}
channel = channelBuilder.build();
blockingStub = GreeterGrpc.newBlockingStub(channel);
this.enableRetries = enableRetries;
}
public void shutdown() throws InterruptedException {
channel.shutdown().awaitTermination(60, TimeUnit.SECONDS);
}
/**
* Say hello to server in a blocking unary call.
*/
public void greet(String name) {
HelloRequest request = HelloRequest.newBuilder().setName(name).build();
HelloReply response = null;
StatusRuntimeException statusRuntimeException = null;
try {
response = blockingStub.sayHello(request);
} catch (StatusRuntimeException e) {
failedRpcs.incrementAndGet();
statusRuntimeException = e;
}
totalRpcs.incrementAndGet();
if (statusRuntimeException == null) {
logger.log(Level.INFO,"Greeting: {0}", new Object[]{response.getMessage()});
} else {
logger.log(Level.INFO,"RPC failed: {0}", new Object[]{statusRuntimeException.getStatus()});
}
}
private void printSummary() {
logger.log(
Level.INFO,
"\n\nTotal RPCs sent: {0}. Total RPCs failed: {1}\n",
new Object[]{
totalRpcs.get(), failedRpcs.get()});
if (enableRetries) {
logger.log(
Level.INFO,
"Retrying enabled. To disable retries, run the client with environment variable {0}=true.",
ENV_DISABLE_RETRYING);
} else {
logger.log(
Level.INFO,
"Retrying disabled. To enable retries, unset environment variable {0} and then run the client.",
ENV_DISABLE_RETRYING);
}
}
public static void main(String[] args) throws Exception {
boolean enableRetries = !Boolean.parseBoolean(System.getenv(ENV_DISABLE_RETRYING));
final RetryingHelloWorldClient client = new RetryingHelloWorldClient("localhost", 50051, enableRetries);
ForkJoinPool executor = new ForkJoinPool();
for (int i = 0; i < 50; i++) {
final String userId = "user" + i;
executor.execute(
new Runnable() {
@Override
public void run() {
client.greet(userId);
}
});
}
executor.awaitQuiescence(100, TimeUnit.SECONDS);
executor.shutdown();
client.printSummary();
client.shutdown();
}
}

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@ -0,0 +1,111 @@
/*
* Copyright 2020 The gRPC Authors
*
* 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.
*/
package io.grpc.examples.retrying;
import java.text.DecimalFormat;
import java.util.Random;
import java.util.concurrent.atomic.AtomicInteger;
import io.grpc.Server;
import io.grpc.ServerBuilder;
import io.grpc.Status;
import io.grpc.examples.helloworld.GreeterGrpc;
import io.grpc.examples.helloworld.HelloReply;
import io.grpc.examples.helloworld.HelloRequest;
import io.grpc.stub.StreamObserver;
import java.io.IOException;
import java.util.concurrent.TimeUnit;
import java.util.logging.Logger;
/**
* A HelloWorld server that responds to requests with UNAVAILABLE with a given percentage.
*/
public class RetryingHelloWorldServer {
private static final Logger logger = Logger.getLogger(RetryingHelloWorldServer.class.getName());
private static final float unavailablePercentage = 0.5F;
private static Random random = new Random();
private Server server;
private void start() throws IOException {
/* The port on which the server should run */
int port = 50051;
server = ServerBuilder.forPort(port)
.addService(new GreeterImpl())
.build()
.start();
logger.info("Server started, listening on " + port);
DecimalFormat df = new DecimalFormat("#%");
logger.info("Responding as UNAVAILABLE to " + df.format(unavailablePercentage) + " requests");
Runtime.getRuntime().addShutdownHook(new Thread() {
@Override
public void run() {
// Use stderr here since the logger may have been reset by its JVM shutdown hook.
System.err.println("*** shutting down gRPC server since JVM is shutting down");
try {
RetryingHelloWorldServer.this.stop();
} catch (InterruptedException e) {
e.printStackTrace(System.err);
}
System.err.println("*** server shut down");
}
});
}
private void stop() throws InterruptedException {
if (server != null) {
server.shutdown().awaitTermination(30, TimeUnit.SECONDS);
}
}
/**
* Await termination on the main thread since the grpc library uses daemon threads.
*/
private void blockUntilShutdown() throws InterruptedException {
if (server != null) {
server.awaitTermination();
}
}
/**
* Main launches the server from the command line.
*/
public static void main(String[] args) throws IOException, InterruptedException {
final RetryingHelloWorldServer server = new RetryingHelloWorldServer();
server.start();
server.blockUntilShutdown();
}
static class GreeterImpl extends GreeterGrpc.GreeterImplBase {
AtomicInteger retryCounter = new AtomicInteger(0);
@Override
public void sayHello(HelloRequest request, StreamObserver<HelloReply> responseObserver) {
int count = retryCounter.incrementAndGet();
if (random.nextFloat() < unavailablePercentage) {
logger.info("Returning stubbed UNAVAILABLE error. count: " + count);
responseObserver.onError(Status.UNAVAILABLE
.withDescription("Greeter temporarily unavailable...").asRuntimeException());
} else {
logger.info("Returning successful Hello response, count: " + count);
HelloReply reply = HelloReply.newBuilder().setMessage("Hello " + request.getName()).build();
responseObserver.onNext(reply);
responseObserver.onCompleted();
}
}
}
}

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@ -0,0 +1,22 @@
{
"methodConfig": [
{
"name": [
{
"service": "helloworld.Greeter",
"method": "SayHello"
}
],
"retryPolicy": {
"maxAttempts": 5,
"initialBackoff": "0.5s",
"maxBackoff": "30s",
"backoffMultiplier": 2,
"retryableStatusCodes": [
"UNAVAILABLE"
]
}
}
]
}