example: load_balancing (#2504)

This commit is contained in:
Menghan Li
2018-12-27 14:29:52 -08:00
committed by GitHub
parent 0a3dc64b95
commit 2197c7b0de
3 changed files with 286 additions and 0 deletions

View File

@ -0,0 +1,82 @@
# Load balancing
This examples shows how `ClientConn` can pick different load balancing policies.
Note: to show the effect of load balancers, an example resolver is installed in
this example to get the backend addresses. It's suggested to read the name
resolver example before this example.
## Try it
```
go run server/main.go
```
```
go run client/main.go
```
## Explanation
Two echo servers are serving on ":50051" and ":50052". They will include their
serving address in the response. So the server on ":50051" will reply to the RPC
with `this is examples/load_balancing (from :50051)`.
Two clients are created, to connect to both of these servers (they get both
server addresses from the name resolver).
Each client picks a different load balancer (using `grpc.WithBalancerName`):
`pick_first` or `round_robin`. (These two policies are supported in gRPC by
default. To add a custom balancing policy, implement the interfaces defined in
https://godoc.org/google.golang.org/grpc/balancer).
Note that balancers can also be switched using service config, which allows
service owners (instead of client owners) to pick the balancer to use. Service
config doc is available at
https://github.com/grpc/grpc/blob/master/doc/service_config.md.
### pick_first
The first client is configured to use `pick_first`. `pick_first` tries to
connect to the first address, uses it for all RPCs if it connects, or try the
next address if it fails (and keep doing that until one connection is
successful). Because of this, all the RPCs will be sent to the same backend. The
responses received all show the same backend address.
```
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
```
### round_robin
The second client is configured to use `round_robin`. `round_robin` connects to
all the addresses it sees, and sends an RPC to each backend one at a time in
order. E.g. the first RPC will be sent to backend-1, the second RPC will be be
sent to backend-2, and the third RPC will be be sent to backend-1 again.
```
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50052)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50052)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50052)
this is examples/load_balancing (from :50051)
this is examples/load_balancing (from :50052)
this is examples/load_balancing (from :50051)
```
Note that it's possible to see two continues RPC sent to the same backend.
That's because `round_robin` only picks the connections ready for RPCs. So if
one of the two connections is not ready for some reason, all RPCs will be sent
to the ready connection.

View File

@ -0,0 +1,125 @@
/*
*
* Copyright 2018 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.
*
*/
// Binary client is an example client.
package main
import (
"context"
"fmt"
"log"
"time"
"google.golang.org/grpc"
ecpb "google.golang.org/grpc/examples/features/proto/echo"
"google.golang.org/grpc/resolver"
)
const (
exampleScheme = "example"
exampleServiceName = "lb.example.grpc.io"
)
var addrs = []string{"localhost:50051", "localhost:50052"}
func callUnaryEcho(c ecpb.EchoClient, message string) {
ctx, cancel := context.WithTimeout(context.Background(), time.Second)
defer cancel()
r, err := c.UnaryEcho(ctx, &ecpb.EchoRequest{Message: message})
if err != nil {
log.Fatalf("could not greet: %v", err)
}
fmt.Println(r.Message)
}
func makeRPCs(cc *grpc.ClientConn, n int) {
hwc := ecpb.NewEchoClient(cc)
for i := 0; i < n; i++ {
callUnaryEcho(hwc, "this is examples/load_balancing")
}
}
func main() {
pickfirstConn, err := grpc.Dial(
fmt.Sprintf("%s:///%s", exampleScheme, exampleServiceName),
// grpc.WithBalancerName("pick_first"), // "pick_first" is the default, so this DialOption is not necessary.
grpc.WithInsecure(),
)
if err != nil {
log.Fatalf("did not connect: %v", err)
}
defer pickfirstConn.Close()
fmt.Println("--- calling helloworld.Greeter/SayHello with pick_first ---")
makeRPCs(pickfirstConn, 10)
fmt.Println()
// Make another ClientConn with round_robin policy.
roundrobinConn, err := grpc.Dial(
fmt.Sprintf("%s:///%s", exampleScheme, exampleServiceName),
grpc.WithBalancerName("round_robin"), // This sets the initial balancing policy.
grpc.WithInsecure(),
)
if err != nil {
log.Fatalf("did not connect: %v", err)
}
defer roundrobinConn.Close()
fmt.Println("--- calling helloworld.Greeter/SayHello with round_robin ---")
makeRPCs(roundrobinConn, 10)
}
// Following is an example name resolver implementation. Read the name
// resolution example to learn more about it.
type exampleResolverBuilder struct{}
func (*exampleResolverBuilder) Build(target resolver.Target, cc resolver.ClientConn, opts resolver.BuildOption) (resolver.Resolver, error) {
r := &exampleResolver{
target: target,
cc: cc,
addrsStore: map[string][]string{
exampleServiceName: addrs,
},
}
r.start()
return r, nil
}
func (*exampleResolverBuilder) Scheme() string { return exampleScheme }
type exampleResolver struct {
target resolver.Target
cc resolver.ClientConn
addrsStore map[string][]string
}
func (r *exampleResolver) start() {
addrStrs := r.addrsStore[r.target.Endpoint]
addrs := make([]resolver.Address, len(addrStrs), len(addrStrs))
for i, s := range addrStrs {
addrs[i] = resolver.Address{Addr: s}
}
r.cc.NewAddress(addrs)
}
func (*exampleResolver) ResolveNow(o resolver.ResolveNowOption) {}
func (*exampleResolver) Close() {}
func init() {
resolver.Register(&exampleResolverBuilder{})
}

View File

@ -0,0 +1,79 @@
/*
*
* Copyright 2018 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.
*
*/
// Binary server is an example server.
package main
import (
"context"
"fmt"
"log"
"net"
"sync"
"google.golang.org/grpc"
"google.golang.org/grpc/codes"
ecpb "google.golang.org/grpc/examples/features/proto/echo"
"google.golang.org/grpc/status"
)
var (
addrs = []string{":50051", ":50052"}
)
type ecServer struct {
addr string
}
func (s *ecServer) UnaryEcho(ctx context.Context, req *ecpb.EchoRequest) (*ecpb.EchoResponse, error) {
return &ecpb.EchoResponse{Message: fmt.Sprintf("%s (from %s)", req.Message, s.addr)}, nil
}
func (s *ecServer) ServerStreamingEcho(*ecpb.EchoRequest, ecpb.Echo_ServerStreamingEchoServer) error {
return status.Errorf(codes.Unimplemented, "not implemented")
}
func (s *ecServer) ClientStreamingEcho(ecpb.Echo_ClientStreamingEchoServer) error {
return status.Errorf(codes.Unimplemented, "not implemented")
}
func (s *ecServer) BidirectionalStreamingEcho(ecpb.Echo_BidirectionalStreamingEchoServer) error {
return status.Errorf(codes.Unimplemented, "not implemented")
}
func startServer(addr string) {
lis, err := net.Listen("tcp", addr)
if err != nil {
log.Fatalf("failed to listen: %v", err)
}
s := grpc.NewServer()
ecpb.RegisterEchoServer(s, &ecServer{addr: addr})
log.Printf("serving on %s\n", addr)
if err := s.Serve(lis); err != nil {
log.Fatalf("failed to serve: %v", err)
}
}
func main() {
var wg sync.WaitGroup
for _, addr := range addrs {
wg.Add(1)
go func(addr string) {
defer wg.Done()
startServer(addr)
}(addr)
}
wg.Wait()
}