benchmark.go

/*
 *
 * Copyright 2014 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 benchmark implements the building blocks to setup end-to-end gRPC benchmarks.
*/
package benchmark

import (
	"fmt"
	"io"
	"net"
	"sync"
	"testing"
	"time"

	"golang.org/x/net/context"
	"google.golang.org/grpc"
	testpb "google.golang.org/grpc/benchmark/grpc_testing"
	"google.golang.org/grpc/benchmark/latency"
	"google.golang.org/grpc/benchmark/stats"
	"google.golang.org/grpc/grpclog"
)

// Allows reuse of the same testpb.Payload object.
func setPayload(p *testpb.Payload, t testpb.PayloadType, size int) {
	if size < 0 {
		grpclog.Fatalf("Requested a response with invalid length %d", size)
	}
	body := make([]byte, size)
	switch t {
	case testpb.PayloadType_COMPRESSABLE:
	case testpb.PayloadType_UNCOMPRESSABLE:
		grpclog.Fatalf("PayloadType UNCOMPRESSABLE is not supported")
	default:
		grpclog.Fatalf("Unsupported payload type: %d", t)
	}
	p.Type = t
	p.Body = body
	return
}

func newPayload(t testpb.PayloadType, size int) *testpb.Payload {
	p := new(testpb.Payload)
	setPayload(p, t, size)
	return p
}

type testServer struct {
}

func (s *testServer) UnaryCall(ctx context.Context, in *testpb.SimpleRequest) (*testpb.SimpleResponse, error) {
	return &testpb.SimpleResponse{
		Payload: newPayload(in.ResponseType, int(in.ResponseSize)),
	}, nil
}

func (s *testServer) StreamingCall(stream testpb.BenchmarkService_StreamingCallServer) error {
	response := &testpb.SimpleResponse{
		Payload: new(testpb.Payload),
	}
	in := new(testpb.SimpleRequest)
	for {
		// use ServerStream directly to reuse the same testpb.SimpleRequest object
		err := stream.(grpc.ServerStream).RecvMsg(in)
		if err == io.EOF {
			// read done.
			return nil
		}
		if err != nil {
			return err
		}
		setPayload(response.Payload, in.ResponseType, int(in.ResponseSize))
		if err := stream.Send(response); err != nil {
			return err
		}
	}
}

// byteBufServer is a gRPC server that sends and receives byte buffer.
// The purpose is to benchmark the gRPC performance without protobuf serialization/deserialization overhead.
type byteBufServer struct {
	respSize int32
}

// UnaryCall is an empty function and is not used for benchmark.
// If bytebuf UnaryCall benchmark is needed later, the function body needs to be updated.
func (s *byteBufServer) UnaryCall(ctx context.Context, in *testpb.SimpleRequest) (*testpb.SimpleResponse, error) {
	return &testpb.SimpleResponse{}, nil
}

func (s *byteBufServer) StreamingCall(stream testpb.BenchmarkService_StreamingCallServer) error {
	for {
		var in []byte
		err := stream.(grpc.ServerStream).RecvMsg(&in)
		if err == io.EOF {
			return nil
		}
		if err != nil {
			return err
		}
		out := make([]byte, s.respSize)
		if err := stream.(grpc.ServerStream).SendMsg(&out); err != nil {
			return err
		}
	}
}

// ServerInfo contains the information to create a gRPC benchmark server.
type ServerInfo struct {
	// Addr is the address of the server.
	Addr string

	// Type is the type of the server.
	// It should be "protobuf" or "bytebuf".
	Type string

	// Metadata is an optional configuration.
	// For "protobuf", it's ignored.
	// For "bytebuf", it should be an int representing response size.
	Metadata interface{}

	// Network can simulate latency
	Network *latency.Network
}

// StartServer starts a gRPC server serving a benchmark service according to info.
// It returns its listen address and a function to stop the server.
func StartServer(info ServerInfo, opts ...grpc.ServerOption) (string, func()) {
	lis, err := net.Listen("tcp", info.Addr)
	if err != nil {
		grpclog.Fatalf("Failed to listen: %v", err)
	}
	nw := info.Network
	if nw != nil {
		lis = nw.Listener(lis)
	}
	s := grpc.NewServer(opts...)
	switch info.Type {
	case "protobuf":
		testpb.RegisterBenchmarkServiceServer(s, &testServer{})
	case "bytebuf":
		respSize, ok := info.Metadata.(int32)
		if !ok {
			grpclog.Fatalf("failed to StartServer, invalid metadata: %v, for Type: %v", info.Metadata, info.Type)
		}
		testpb.RegisterBenchmarkServiceServer(s, &byteBufServer{respSize: respSize})
	default:
		grpclog.Fatalf("failed to StartServer, unknown Type: %v", info.Type)
	}
	go s.Serve(lis)
	return lis.Addr().String(), func() {
		s.Stop()
	}
}

// DoUnaryCall performs an unary RPC with given stub and request and response sizes.
func DoUnaryCall(tc testpb.BenchmarkServiceClient, reqSize, respSize int) error {
	pl := newPayload(testpb.PayloadType_COMPRESSABLE, reqSize)
	req := &testpb.SimpleRequest{
		ResponseType: pl.Type,
		ResponseSize: int32(respSize),
		Payload:      pl,
	}
	if _, err := tc.UnaryCall(context.Background(), req); err != nil {
		return fmt.Errorf("/BenchmarkService/UnaryCall(_, _) = _, %v, want _, <nil>", err)
	}
	return nil
}

// DoStreamingRoundTrip performs a round trip for a single streaming rpc.
func DoStreamingRoundTrip(stream testpb.BenchmarkService_StreamingCallClient, reqSize, respSize int) error {
	pl := newPayload(testpb.PayloadType_COMPRESSABLE, reqSize)
	req := &testpb.SimpleRequest{
		ResponseType: pl.Type,
		ResponseSize: int32(respSize),
		Payload:      pl,
	}
	if err := stream.Send(req); err != nil {
		return fmt.Errorf("/BenchmarkService/StreamingCall.Send(_) = %v, want <nil>", err)
	}
	if _, err := stream.Recv(); err != nil {
		// EOF is a valid error here.
		if err == io.EOF {
			return nil
		}
		return fmt.Errorf("/BenchmarkService/StreamingCall.Recv(_) = %v, want <nil>", err)
	}
	return nil
}

// DoByteBufStreamingRoundTrip performs a round trip for a single streaming rpc, using a custom codec for byte buffer.
func DoByteBufStreamingRoundTrip(stream testpb.BenchmarkService_StreamingCallClient, reqSize, respSize int) error {
	out := make([]byte, reqSize)
	if err := stream.(grpc.ClientStream).SendMsg(&out); err != nil {
		return fmt.Errorf("/BenchmarkService/StreamingCall.(ClientStream).SendMsg(_) = %v, want <nil>", err)
	}
	var in []byte
	if err := stream.(grpc.ClientStream).RecvMsg(&in); err != nil {
		// EOF is a valid error here.
		if err == io.EOF {
			return nil
		}
		return fmt.Errorf("/BenchmarkService/StreamingCall.(ClientStream).RecvMsg(_) = %v, want <nil>", err)
	}
	return nil
}

// NewClientConn creates a gRPC client connection to addr.
func NewClientConn(addr string, opts ...grpc.DialOption) *grpc.ClientConn {
	conn, err := grpc.Dial(addr, opts...)
	if err != nil {
		grpclog.Fatalf("NewClientConn(%q) failed to create a ClientConn %v", addr, err)
	}
	return conn
}

func runUnary(b *testing.B, maxConcurrentCalls, reqSize, respSize, kbps, mtu int, ltc time.Duration) {
	s := stats.AddStats(b, 38)
	nw := &latency.Network{Kbps: kbps, Latency: ltc, MTU: mtu}
	b.StopTimer()
	target, stopper := StartServer(ServerInfo{Addr: "localhost:0", Type: "protobuf", Network: nw}, grpc.MaxConcurrentStreams(uint32(maxConcurrentCalls+1)))
	defer stopper()
	conn := NewClientConn(
		target, grpc.WithInsecure(),
		grpc.WithDialer(func(address string, timeout time.Duration) (net.Conn, error) {
			return nw.TimeoutDialer(net.DialTimeout)("tcp", address, timeout)
		}),
	)
	tc := testpb.NewBenchmarkServiceClient(conn)

	// Warm up connection.
	for i := 0; i < 10; i++ {
		unaryCaller(tc, reqSize, respSize)
	}
	ch := make(chan int, maxConcurrentCalls*4)
	var (
		mu sync.Mutex
		wg sync.WaitGroup
	)
	wg.Add(maxConcurrentCalls)

	// Distribute the b.N calls over maxConcurrentCalls workers.
	for i := 0; i < maxConcurrentCalls; i++ {
		go func() {
			for range ch {
				start := time.Now()
				unaryCaller(tc, reqSize, respSize)
				elapse := time.Since(start)
				mu.Lock()
				s.Add(elapse)
				mu.Unlock()
			}
			wg.Done()
		}()
	}
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		ch <- i
	}
	b.StopTimer()
	close(ch)
	wg.Wait()
	conn.Close()
}

func runStream(b *testing.B, maxConcurrentCalls, reqSize, respSize, kbps, mtu int, ltc time.Duration) {
	s := stats.AddStats(b, 38)
	nw := &latency.Network{Kbps: kbps, Latency: ltc, MTU: mtu}
	b.StopTimer()
	target, stopper := StartServer(ServerInfo{Addr: "localhost:0", Type: "protobuf", Network: nw}, grpc.MaxConcurrentStreams(uint32(maxConcurrentCalls+1)))
	defer stopper()
	conn := NewClientConn(
		target, grpc.WithInsecure(),
		grpc.WithDialer(func(address string, timeout time.Duration) (net.Conn, error) {
			return nw.TimeoutDialer(net.DialTimeout)("tcp", address, timeout)
		}),
	)
	tc := testpb.NewBenchmarkServiceClient(conn)

	// Warm up connection.
	stream, err := tc.StreamingCall(context.Background())
	if err != nil {
		b.Fatalf("%v.StreamingCall(_) = _, %v", tc, err)
	}
	for i := 0; i < 10; i++ {
		streamCaller(stream, reqSize, respSize)
	}

	ch := make(chan struct{}, maxConcurrentCalls*4)
	var (
		mu sync.Mutex
		wg sync.WaitGroup
	)
	wg.Add(maxConcurrentCalls)

	// Distribute the b.N calls over maxConcurrentCalls workers.
	for i := 0; i < maxConcurrentCalls; i++ {
		stream, err := tc.StreamingCall(context.Background())
		if err != nil {
			b.Fatalf("%v.StreamingCall(_) = _, %v", tc, err)
		}
		go func() {
			for range ch {
				start := time.Now()
				streamCaller(stream, reqSize, respSize)
				elapse := time.Since(start)
				mu.Lock()
				s.Add(elapse)
				mu.Unlock()
			}
			wg.Done()
		}()
	}
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		ch <- struct{}{}
	}
	b.StopTimer()
	close(ch)
	wg.Wait()
	conn.Close()
}
func unaryCaller(client testpb.BenchmarkServiceClient, reqSize, respSize int) {
	if err := DoUnaryCall(client, reqSize, respSize); err != nil {
		grpclog.Fatalf("DoUnaryCall failed: %v", err)
	}
}

func streamCaller(stream testpb.BenchmarkService_StreamingCallClient, reqSize, respSize int) {
	if err := DoStreamingRoundTrip(stream, reqSize, respSize); err != nil {
		grpclog.Fatalf("DoStreamingRoundTrip failed: %v", err)
	}
}