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# Load balancing | ||
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This examples shows how `ClientConn` can pick different load balancing policies. | ||
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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. | ||
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## Try it | ||
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``` | ||
go run server/main.go | ||
``` | ||
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``` | ||
go run client/main.go | ||
``` | ||
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## Explanation | ||
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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)`. | ||
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Two clients are created, to connect to both of these servers (they get both | ||
server addresses from the name resolver). | ||
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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). | ||
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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. | ||
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### pick_first | ||
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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. | ||
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``` | ||
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) | ||
``` | ||
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### round_robin | ||
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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. | ||
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``` | ||
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) | ||
``` | ||
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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. |
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/* | ||
* | ||
* 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. | ||
* | ||
*/ | ||
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// Binary client is an example client. | ||
package main | ||
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import ( | ||
"context" | ||
"fmt" | ||
"log" | ||
"time" | ||
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"google.golang.org/grpc" | ||
ecpb "google.golang.org/grpc/examples/features/proto/echo" | ||
"google.golang.org/grpc/resolver" | ||
) | ||
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const ( | ||
exampleScheme = "example" | ||
exampleServiceName = "lb.example.grpc.io" | ||
) | ||
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var addrs = []string{"localhost:50051", "localhost:50052"} | ||
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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) | ||
} | ||
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func makeRPCs(cc *grpc.ClientConn, n int) { | ||
hwc := ecpb.NewEchoClient(cc) | ||
for i := 0; i < n; i++ { | ||
callUnaryEcho(hwc, "this is examples/load_balancing") | ||
} | ||
} | ||
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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() | ||
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fmt.Println("--- calling helloworld.Greeter/SayHello with pick_first ---") | ||
makeRPCs(pickfirstConn, 10) | ||
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fmt.Println() | ||
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// 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() | ||
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fmt.Println("--- calling helloworld.Greeter/SayHello with round_robin ---") | ||
makeRPCs(roundrobinConn, 10) | ||
} | ||
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// Following is an example name resolver implementation. Read the name | ||
// resolution example to learn more about it. | ||
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type exampleResolverBuilder struct{} | ||
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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 } | ||
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type exampleResolver struct { | ||
target resolver.Target | ||
cc resolver.ClientConn | ||
addrsStore map[string][]string | ||
} | ||
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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() {} | ||
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func init() { | ||
resolver.Register(&exampleResolverBuilder{}) | ||
} |
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/* | ||
* | ||
* 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. | ||
* | ||
*/ | ||
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// Binary server is an example server. | ||
package main | ||
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import ( | ||
"context" | ||
"fmt" | ||
"log" | ||
"net" | ||
"sync" | ||
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"google.golang.org/grpc" | ||
"google.golang.org/grpc/codes" | ||
ecpb "google.golang.org/grpc/examples/features/proto/echo" | ||
"google.golang.org/grpc/status" | ||
) | ||
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var ( | ||
addrs = []string{":50051", ":50052"} | ||
) | ||
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type ecServer struct { | ||
addr string | ||
} | ||
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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") | ||
} | ||
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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) | ||
} | ||
} | ||
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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() | ||
} |