README.md
1gRPC Examples
2==============================================
3
4The examples require `grpc-java` to already be built. You are strongly encouraged
5to check out a git release tag, since there will already be a build of gRPC
6available. Otherwise you must follow [COMPILING](../COMPILING.md).
7
8You may want to read through the
9[Quick Start](https://grpc.io/docs/languages/java/quickstart)
10before trying out the examples.
11
12## Basic examples
13
14- [Hello world](src/main/java/io/grpc/examples/helloworld)
15
16- [Route guide](src/main/java/io/grpc/examples/routeguide)
17
18- [Metadata](src/main/java/io/grpc/examples/header)
19
20- [Error handling](src/main/java/io/grpc/examples/errorhandling)
21
22- [Compression](src/main/java/io/grpc/examples/experimental)
23
24- [Flow control](src/main/java/io/grpc/examples/manualflowcontrol)
25
26- [Wait For Ready](src/main/java/io/grpc/examples/waitforready)
27
28- [Json serialization](src/main/java/io/grpc/examples/advanced)
29
30- <details>
31 <summary>Hedging</summary>
32
33 The [hedging example](src/main/java/io/grpc/examples/hedging) demonstrates that enabling hedging
34 can reduce tail latency. (Users should note that enabling hedging may introduce other overhead;
35 and in some scenarios, such as when some server resource gets exhausted for a period of time and
36 almost every RPC during that time has high latency or fails, hedging may make things worse.
37 Setting a throttle in the service config is recommended to protect the server from too many
38 inappropriate retry or hedging requests.)
39
40 The server and the client in the example are basically the same as those in the
41 [hello world](src/main/java/io/grpc/examples/helloworld) example, except that the server mimics a
42 long tail of latency, and the client sends 2000 requests and can turn on and off hedging.
43
44 To mimic the latency, the server randomly delays the RPC handling by 2 seconds at 10% chance, 5
45 seconds at 5% chance, and 10 seconds at 1% chance.
46
47 When running the client enabling the following hedging policy
48
49 ```json
50 "hedgingPolicy": {
51 "maxAttempts": 3,
52 "hedgingDelay": "1s"
53 }
54 ```
55 Then the latency summary in the client log is like the following
56
57 ```text
58 Total RPCs sent: 2,000. Total RPCs failed: 0
59 [Hedging enabled]
60 ========================
61 50% latency: 0ms
62 90% latency: 6ms
63 95% latency: 1,003ms
64 99% latency: 2,002ms
65 99.9% latency: 2,011ms
66 Max latency: 5,272ms
67 ========================
68 ```
69
70 See [the section below](#to-build-the-examples) for how to build and run the example. The
71 executables for the server and the client are `hedging-hello-world-server` and
72 `hedging-hello-world-client`.
73
74 To disable hedging, set environment variable `DISABLE_HEDGING_IN_HEDGING_EXAMPLE=true` before
75 running the client. That produces a latency summary in the client log like the following
76
77 ```text
78 Total RPCs sent: 2,000. Total RPCs failed: 0
79 [Hedging disabled]
80 ========================
81 50% latency: 0ms
82 90% latency: 2,002ms
83 95% latency: 5,002ms
84 99% latency: 10,004ms
85 99.9% latency: 10,007ms
86 Max latency: 10,007ms
87 ========================
88 ```
89
90</details>
91
92- <details>
93 <summary>Retrying</summary>
94
95 The [retrying example](src/main/java/io/grpc/examples/retrying) provides a HelloWorld gRPC client &
96 server which demos the effect of client retry policy configured on the [ManagedChannel](
97 ../api/src/main/java/io/grpc/ManagedChannel.java) via [gRPC ServiceConfig](
98 https://github.com/grpc/grpc/blob/master/doc/service_config.md). Retry policy implementation &
99 configuration details are outlined in the [proposal](https://github.com/grpc/proposal/blob/master/A6-client-retries.md).
100
101 This retrying example is very similar to the [hedging example](src/main/java/io/grpc/examples/hedging) in its setup.
102 The [RetryingHelloWorldServer](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldServer.java) responds with
103 a status UNAVAILABLE error response to a specified percentage of requests to simulate server resource exhaustion and
104 general flakiness. The [RetryingHelloWorldClient](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldClient.java) makes
105 a number of sequential requests to the server, several of which will be retried depending on the configured policy in
106 [retrying_service_config.json](src/main/resources/io/grpc/examples/retrying/retrying_service_config.json). Although
107 the requests are blocking unary calls for simplicity, these could easily be changed to future unary calls in order to
108 test the result of request concurrency with retry policy enabled.
109
110 One can experiment with the [RetryingHelloWorldServer](src/main/java/io/grpc/examples/retrying/RetryingHelloWorldServer.java)
111 failure conditions to simulate server throttling, as well as alter policy values in the [retrying_service_config.json](
112 src/main/resources/io/grpc/examples/retrying/retrying_service_config.json) to see their effects. To disable retrying
113 entirely, set environment variable `DISABLE_RETRYING_IN_RETRYING_EXAMPLE=true` before running the client.
114 Disabling the retry policy should produce many more failed gRPC calls as seen in the output log.
115
116 See [the section below](#to-build-the-examples) for how to build and run the example. The
117 executables for the server and the client are `retrying-hello-world-server` and
118 `retrying-hello-world-client`.
119
120</details>
121
122- <details>
123 <summary>Health Service</summary>
124
125 The [health service example](src/main/java/io/grpc/examples/healthservice)
126 provides a HelloWorld gRPC server that doesn't like short names along with a
127 health service. It also provides a client application which makes HelloWorld
128 calls and checks the health status.
129
130 The client application also shows how the round robin load balancer can
131 utilize the health status to avoid making calls to a service that is
132 not actively serving.
133</details>
134
135
136- [Keep Alive](src/main/java/io/grpc/examples/keepalive)
137
138### <a name="to-build-the-examples"></a> To build the examples
139
1401. **[Install gRPC Java library SNAPSHOT locally, including code generation plugin](../COMPILING.md) (Only need this step for non-released versions, e.g. master HEAD).**
141
1422. From grpc-java/examples directory:
143```
144$ ./gradlew installDist
145```
146
147This creates the scripts `hello-world-server`, `hello-world-client`,
148`route-guide-server`, `route-guide-client`, etc. in the
149`build/install/examples/bin/` directory that run the examples. Each
150example requires the server to be running before starting the client.
151
152For example, to try the hello world example first run:
153
154```
155$ ./build/install/examples/bin/hello-world-server
156```
157
158And in a different terminal window run:
159
160```
161$ ./build/install/examples/bin/hello-world-client
162```
163
164That's it!
165
166For more information, refer to gRPC Java's [README](../README.md) and
167[tutorial](https://grpc.io/docs/languages/java/basics).
168
169### Maven
170
171If you prefer to use Maven:
1721. **[Install gRPC Java library SNAPSHOT locally, including code generation plugin](../COMPILING.md) (Only need this step for non-released versions, e.g. master HEAD).**
173
1742. Run in this directory:
175```
176$ mvn verify
177$ # Run the server
178$ mvn exec:java -Dexec.mainClass=io.grpc.examples.helloworld.HelloWorldServer
179$ # In another terminal run the client
180$ mvn exec:java -Dexec.mainClass=io.grpc.examples.helloworld.HelloWorldClient
181```
182
183### Bazel
184
185If you prefer to use Bazel:
186```
187$ bazel build :hello-world-server :hello-world-client
188$ # Run the server
189$ bazel-bin/hello-world-server
190$ # In another terminal run the client
191$ bazel-bin/hello-world-client
192```
193
194## Other examples
195
196- [Android examples](android)
197
198- Secure channel examples
199
200 + [TLS examples](example-tls)
201
202 + [ALTS examples](example-alts)
203
204- [Google Authentication](example-gauth)
205
206- [JWT-based Authentication](example-jwt-auth)
207
208## Unit test examples
209
210Examples for unit testing gRPC clients and servers are located in [examples/src/test](src/test).
211
212In general, we DO NOT allow overriding the client stub and we DO NOT support mocking final methods
213in gRPC-Java library. Users should be cautious that using tools like PowerMock or
214[mockito-inline](https://search.maven.org/search?q=g:org.mockito%20a:mockito-inline) can easily
215break this rule of thumb. We encourage users to leverage `InProcessTransport` as demonstrated in the
216examples to write unit tests. `InProcessTransport` is light-weight and runs the server
217and client in the same process without any socket/TCP connection.
218
219Mocking the client stub provides a false sense of security when writing tests. Mocking stubs and responses
220allows for tests that don't map to reality, causing the tests to pass, but the system-under-test to fail.
221The gRPC client library is complicated, and accurately reproducing that complexity with mocks is very hard.
222You will be better off and write less code by using `InProcessTransport` instead.
223
224Example bugs not caught by mocked stub tests include:
225
226* Calling the stub with a `null` message
227* Not calling `close()`
228* Sending invalid headers
229* Ignoring deadlines
230* Ignoring cancellation
231
232For testing a gRPC client, create the client with a real stub
233using an
234[InProcessChannel](../core/src/main/java/io/grpc/inprocess/InProcessChannelBuilder.java),
235and test it against an
236[InProcessServer](../core/src/main/java/io/grpc/inprocess/InProcessServerBuilder.java)
237with a mock/fake service implementation.
238
239For testing a gRPC server, create the server as an InProcessServer,
240and test it against a real client stub with an InProcessChannel.
241
242The gRPC-java library also provides a JUnit rule,
243[GrpcCleanupRule](../testing/src/main/java/io/grpc/testing/GrpcCleanupRule.java), to do the graceful
244shutdown boilerplate for you.
245
246## Even more examples
247
248A wide variety of third-party examples can be found [here](https://github.com/saturnism/grpc-java-by-example).
249