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This commit is contained in:
48
examples/features/orca/README.md
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48
examples/features/orca/README.md
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# ORCA Load Reporting
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ORCA is a protocol for reporting load between servers and clients. This
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example shows how to implement this from both the client and server side. For
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more details, please see [gRFC
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A51](https://github.com/grpc/proposal/blob/master/A51-custom-backend-metrics.md)
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## Try it
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```
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go run server/main.go
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```
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```
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go run client/main.go
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```
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## Explanation
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gRPC ORCA support provides two different ways to report load data to clients
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from servers: out-of-band and per-RPC. Out-of-band metrics are reported
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regularly at some interval on a stream, while per-RPC metrics are reported
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along with the trailers at the end of a call. Both of these mechanisms are
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optional and work independently.
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The full ORCA API documentation is available here:
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https://pkg.go.dev/google.golang.org/grpc/orca
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### Out-of-band Metrics
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The server registers an ORCA service that is used for out-of-band metrics. It
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does this by using `orca.Register()` and then setting metrics on the returned
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`orca.Service` using its methods.
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The client receives out-of-band metrics via the LB policy. It receives
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callbacks to a listener by registering the listener on a `SubConn` via
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`orca.RegisterOOBListener`.
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### Per-RPC Metrics
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The server is set up to report query cost metrics in its RPC handler. For
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per-RPC metrics to be reported, the gRPC server must be created with the
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`orca.CallMetricsServerOption()` option, and metrics are set by calling methods
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on the returned `orca.CallMetricRecorder` from
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`orca.CallMetricRecorderFromContext()`.
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The client performs one RPC per second. Per-RPC metrics are available for each
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call via the `Done()` callback returned from the LB policy's picker.
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159
examples/features/orca/client/main.go
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159
examples/features/orca/client/main.go
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/*
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*
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* Copyright 2023 gRPC authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*/
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// Binary client demonstrates the use of a custom LB policy that handles ORCA
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// per-call and out-of-band metrics for load reporting.
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package main
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import (
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"context"
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"flag"
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"fmt"
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"log"
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"time"
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"google.golang.org/grpc"
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"google.golang.org/grpc/balancer"
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"google.golang.org/grpc/connectivity"
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"google.golang.org/grpc/credentials/insecure"
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"google.golang.org/grpc/orca"
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v3orcapb "github.com/cncf/xds/go/xds/data/orca/v3"
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pb "google.golang.org/grpc/examples/features/proto/echo"
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)
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var addr = flag.String("addr", "localhost:50051", "the address to connect to")
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var test = flag.Bool("test", false, "if set, only 1 RPC is performed before exiting")
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func main() {
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flag.Parse()
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// Set up a connection to the server. Configure to use our custom LB
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// policy which will receive all the ORCA load reports.
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conn, err := grpc.NewClient(*addr,
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grpc.WithTransportCredentials(insecure.NewCredentials()),
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grpc.WithDefaultServiceConfig(`{"loadBalancingConfig": [{"orca_example":{}}]}`),
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)
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if err != nil {
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log.Fatalf("did not connect: %v", err)
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}
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defer conn.Close()
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c := pb.NewEchoClient(conn)
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// Perform RPCs once per second.
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ticker := time.NewTicker(time.Second)
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for range ticker.C {
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func() {
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// Use an anonymous function to ensure context cancellation via defer.
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ctx, cancel := context.WithTimeout(context.Background(), time.Second)
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defer cancel()
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if _, err := c.UnaryEcho(ctx, &pb.EchoRequest{Message: "test echo message"}); err != nil {
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log.Fatalf("Error from UnaryEcho call: %v", err)
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}
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}()
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if *test {
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return
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}
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}
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}
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// Register an ORCA load balancing policy to receive per-call metrics and
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// out-of-band metrics.
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func init() {
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balancer.Register(orcaLBBuilder{})
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}
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type orcaLBBuilder struct{}
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func (orcaLBBuilder) Name() string { return "orca_example" }
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func (orcaLBBuilder) Build(cc balancer.ClientConn, _ balancer.BuildOptions) balancer.Balancer {
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return &orcaLB{cc: cc}
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}
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// orcaLB is an incomplete LB policy designed to show basic ORCA load reporting
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// functionality. It collects per-call metrics in the `Done` callback returned
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// by its picker, and it collects out-of-band metrics by registering a listener
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// when its SubConn is created. It does not follow general LB policy best
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// practices and makes assumptions about the simple test environment it is
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// designed to run within.
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type orcaLB struct {
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cc balancer.ClientConn
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sc balancer.SubConn
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}
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func (o *orcaLB) UpdateClientConnState(ccs balancer.ClientConnState) error {
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addrs := ccs.ResolverState.Addresses
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// Create one SubConn for the address and connect it.
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var sc balancer.SubConn
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sc, err := o.cc.NewSubConn(addrs, balancer.NewSubConnOptions{
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StateListener: func(scs balancer.SubConnState) {
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if scs.ConnectivityState == connectivity.Ready {
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o.cc.UpdateState(balancer.State{ConnectivityState: connectivity.Ready, Picker: &picker{sc}})
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}
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},
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})
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if err != nil {
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return fmt.Errorf("orcaLB: error creating SubConn: %v", err)
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}
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sc.Connect()
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o.sc = sc
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// Register a simple ORCA OOB listener on the SubConn. We request a 1
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// second report interval, but in this example the server indicated the
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// minimum interval it will allow is 3 seconds, so reports will only be
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// sent that often.
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orca.RegisterOOBListener(sc, orcaLis{}, orca.OOBListenerOptions{ReportInterval: time.Second})
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return nil
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}
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func (o *orcaLB) ResolverError(error) {}
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func (o *orcaLB) ExitIdle() {
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if o.sc != nil {
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o.sc.Connect()
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}
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}
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// TODO: unused; remove when no longer required.
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func (o *orcaLB) UpdateSubConnState(balancer.SubConn, balancer.SubConnState) {}
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func (o *orcaLB) Close() {}
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type picker struct {
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sc balancer.SubConn
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}
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func (p *picker) Pick(balancer.PickInfo) (balancer.PickResult, error) {
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return balancer.PickResult{
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SubConn: p.sc,
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Done: func(di balancer.DoneInfo) {
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fmt.Println("Per-call load report received:", di.ServerLoad.(*v3orcapb.OrcaLoadReport).GetRequestCost())
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},
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}, nil
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}
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// orcaLis is the out-of-band load report listener that we pass to
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// orca.RegisterOOBListener to receive periodic load report information.
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type orcaLis struct{}
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func (orcaLis) OnLoadReport(lr *v3orcapb.OrcaLoadReport) {
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fmt.Println("Out-of-band load report received:", lr)
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}
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97
examples/features/orca/server/main.go
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97
examples/features/orca/server/main.go
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@@ -0,0 +1,97 @@
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/*
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*
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* Copyright 2023 gRPC authors.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*/
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// Binary server demonstrates how to use ORCA for reporting out-of-band
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// and per-RPC load metrics.
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package main
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import (
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"context"
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"flag"
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"fmt"
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"log"
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"net"
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"time"
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"google.golang.org/grpc"
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"google.golang.org/grpc/codes"
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"google.golang.org/grpc/internal"
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"google.golang.org/grpc/orca"
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"google.golang.org/grpc/status"
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pb "google.golang.org/grpc/examples/features/proto/echo"
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)
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var port = flag.Int("port", 50051, "the port to serve on")
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type server struct {
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pb.UnimplementedEchoServer
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}
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func (s *server) UnaryEcho(ctx context.Context, in *pb.EchoRequest) (*pb.EchoResponse, error) {
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// Report a sample cost for this query.
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cmr := orca.CallMetricsRecorderFromContext(ctx)
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if cmr == nil {
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return nil, status.Errorf(codes.Internal, "unable to retrieve call metrics recorder (missing ORCA ServerOption?)")
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}
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cmr.SetRequestCost("db_queries", 10)
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return &pb.EchoResponse{Message: in.Message}, nil
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}
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func main() {
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flag.Parse()
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lis, err := net.Listen("tcp", fmt.Sprintf("localhost:%d", *port))
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if err != nil {
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log.Fatalf("Failed to listen: %v", err)
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}
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fmt.Printf("Server listening at %v\n", lis.Addr())
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// Create the gRPC server with the orca.CallMetricsServerOption() option,
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// which will enable per-call metric recording. No ServerMetricsProvider
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// is given here because the out-of-band reporting is enabled separately.
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s := grpc.NewServer(orca.CallMetricsServerOption(nil))
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pb.RegisterEchoServer(s, &server{})
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// Register the orca service for out-of-band metric reporting, and set the
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// minimum reporting interval to 3 seconds. Note that, by default, the
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// minimum interval must be at least 30 seconds, but 3 seconds is set via
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// an internal-only option for illustration purposes only.
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smr := orca.NewServerMetricsRecorder()
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opts := orca.ServiceOptions{
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MinReportingInterval: 3 * time.Second,
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ServerMetricsProvider: smr,
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}
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internal.ORCAAllowAnyMinReportingInterval.(func(so *orca.ServiceOptions))(&opts)
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if err := orca.Register(s, opts); err != nil {
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log.Fatalf("Failed to register ORCA service: %v", err)
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}
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// Simulate CPU utilization reporting.
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go func() {
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for {
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smr.SetCPUUtilization(.5)
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time.Sleep(2 * time.Second)
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smr.SetCPUUtilization(.9)
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time.Sleep(2 * time.Second)
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}
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}()
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s.Serve(lis)
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}
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