+506
@@ -0,0 +1,506 @@
|
||||
// Copyright 2017 Google Inc. All Rights Reserved.
|
||||
//
|
||||
// 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 profiler is a client for the Stackdriver Profiler service.
|
||||
//
|
||||
// This package is still experimental and subject to change.
|
||||
//
|
||||
// Usage example:
|
||||
//
|
||||
// import "cloud.google.com/go/profiler"
|
||||
// ...
|
||||
// if err := profiler.Start(profiler.Config{Service: "my-service"}); err != nil {
|
||||
// // TODO: Handle error.
|
||||
// }
|
||||
//
|
||||
// Calling Start will start a goroutine to collect profiles and upload to
|
||||
// the profiler server, at the rhythm specified by the server.
|
||||
//
|
||||
// The caller must provide the service string in the config, and may provide
|
||||
// other information as well. See Config for details.
|
||||
//
|
||||
// Profiler has CPU, heap and goroutine profiling enabled by default. Mutex
|
||||
// profiling can be enabled in the config. Note that goroutine and mutex
|
||||
// profiles are shown as "threads" and "contention" profiles in the profiler
|
||||
// UI.
|
||||
package profiler
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"errors"
|
||||
"fmt"
|
||||
"log"
|
||||
"os"
|
||||
"runtime"
|
||||
"runtime/pprof"
|
||||
"sync"
|
||||
"time"
|
||||
|
||||
gcemd "cloud.google.com/go/compute/metadata"
|
||||
"cloud.google.com/go/internal/version"
|
||||
"github.com/golang/protobuf/proto"
|
||||
"github.com/golang/protobuf/ptypes"
|
||||
"github.com/google/pprof/profile"
|
||||
gax "github.com/googleapis/gax-go"
|
||||
"golang.org/x/net/context"
|
||||
"google.golang.org/api/option"
|
||||
gtransport "google.golang.org/api/transport/grpc"
|
||||
pb "google.golang.org/genproto/googleapis/devtools/cloudprofiler/v2"
|
||||
edpb "google.golang.org/genproto/googleapis/rpc/errdetails"
|
||||
"google.golang.org/grpc"
|
||||
"google.golang.org/grpc/codes"
|
||||
grpcmd "google.golang.org/grpc/metadata"
|
||||
"google.golang.org/grpc/status"
|
||||
)
|
||||
|
||||
var (
|
||||
config Config
|
||||
startOnce sync.Once
|
||||
mutexEnabled bool
|
||||
// The functions below are stubbed to be overrideable for testing.
|
||||
getProjectID = gcemd.ProjectID
|
||||
getInstanceName = gcemd.InstanceName
|
||||
getZone = gcemd.Zone
|
||||
startCPUProfile = pprof.StartCPUProfile
|
||||
stopCPUProfile = pprof.StopCPUProfile
|
||||
writeHeapProfile = pprof.WriteHeapProfile
|
||||
sleep = gax.Sleep
|
||||
dialGRPC = gtransport.Dial
|
||||
onGCE = gcemd.OnGCE
|
||||
)
|
||||
|
||||
const (
|
||||
apiAddress = "cloudprofiler.googleapis.com:443"
|
||||
xGoogAPIMetadata = "x-goog-api-client"
|
||||
zoneNameLabel = "zone"
|
||||
versionLabel = "version"
|
||||
instanceLabel = "instance"
|
||||
scope = "https://www.googleapis.com/auth/monitoring.write"
|
||||
|
||||
initialBackoff = time.Second
|
||||
// Ensure the agent will recover within 1 hour.
|
||||
maxBackoff = time.Hour
|
||||
backoffMultiplier = 1.3 // Backoff envelope increases by this factor on each retry.
|
||||
retryInfoMetadata = "google.rpc.retryinfo-bin"
|
||||
)
|
||||
|
||||
// Config is the profiler configuration.
|
||||
type Config struct {
|
||||
// Service (or deprecated Target) must be provided to start the profiler.
|
||||
// It specifies the name of the service under which the profiled data
|
||||
// will be recorded and exposed at the Profiler UI for the project.
|
||||
// You can specify an arbitrary string, but see Deployment.target at
|
||||
// https://github.com/googleapis/googleapis/blob/master/google/devtools/cloudprofiler/v2/profiler.proto
|
||||
// for restrictions.
|
||||
// NOTE: The string should be the same across different replicas of
|
||||
// your service so that the globally constant profiling rate is
|
||||
// maintained. Do not put things like PID or unique pod ID in the name.
|
||||
Service string
|
||||
|
||||
// ServiceVersion is an optional field specifying the version of the
|
||||
// service. It can be an arbitrary string. Profiler profiles
|
||||
// once per minute for each version of each service in each zone.
|
||||
// ServiceVersion defaults to an empty string.
|
||||
ServiceVersion string
|
||||
|
||||
// DebugLogging enables detailed debug logging from profiler. It
|
||||
// defaults to false.
|
||||
DebugLogging bool
|
||||
|
||||
// MutexProfiling enables mutex profiling. It defaults to false.
|
||||
// Note that mutex profiling is not supported by Go versions older
|
||||
// than Go 1.8.
|
||||
MutexProfiling bool
|
||||
|
||||
// When true, collecting the heap profiles is disabled.
|
||||
NoHeapProfiling bool
|
||||
|
||||
// When true, collecting the goroutine profiles is disabled.
|
||||
NoGoroutineProfiling bool
|
||||
|
||||
// ProjectID is the Cloud Console project ID to use instead of
|
||||
// the one read from the VM metadata server.
|
||||
//
|
||||
// Set this if you are running the agent in your local environment
|
||||
// or anywhere else outside of Google Cloud Platform.
|
||||
ProjectID string
|
||||
|
||||
// APIAddr is the HTTP endpoint to use to connect to the profiler
|
||||
// agent API. Defaults to the production environment, overridable
|
||||
// for testing.
|
||||
APIAddr string
|
||||
|
||||
// Target is deprecated, use Service instead.
|
||||
Target string
|
||||
|
||||
instance string
|
||||
zone string
|
||||
}
|
||||
|
||||
// startError represents the error occured during the
|
||||
// initializating and starting of the agent.
|
||||
var startError error
|
||||
|
||||
// Start starts a goroutine to collect and upload profiles. The
|
||||
// caller must provide the service string in the config. See
|
||||
// Config for details. Start should only be called once. Any
|
||||
// additional calls will be ignored.
|
||||
func Start(cfg Config, options ...option.ClientOption) error {
|
||||
startOnce.Do(func() {
|
||||
startError = start(cfg, options...)
|
||||
})
|
||||
return startError
|
||||
}
|
||||
|
||||
func start(cfg Config, options ...option.ClientOption) error {
|
||||
if err := initializeConfig(cfg); err != nil {
|
||||
debugLog("failed to initialize config: %v", err)
|
||||
return err
|
||||
}
|
||||
if config.MutexProfiling {
|
||||
if mutexEnabled = enableMutexProfiling(); !mutexEnabled {
|
||||
return fmt.Errorf("mutex profiling is not supported by %s, requires Go 1.8 or later", runtime.Version())
|
||||
}
|
||||
}
|
||||
|
||||
ctx := context.Background()
|
||||
|
||||
opts := []option.ClientOption{
|
||||
option.WithEndpoint(config.APIAddr),
|
||||
option.WithScopes(scope),
|
||||
}
|
||||
opts = append(opts, options...)
|
||||
|
||||
conn, err := dialGRPC(ctx, opts...)
|
||||
if err != nil {
|
||||
debugLog("failed to dial GRPC: %v", err)
|
||||
return err
|
||||
}
|
||||
|
||||
a := initializeAgent(pb.NewProfilerServiceClient(conn))
|
||||
go pollProfilerService(withXGoogHeader(ctx), a)
|
||||
return nil
|
||||
}
|
||||
|
||||
func debugLog(format string, e ...interface{}) {
|
||||
if config.DebugLogging {
|
||||
log.Printf(format, e...)
|
||||
}
|
||||
}
|
||||
|
||||
// agent polls the profiler server for instructions on behalf of a task,
|
||||
// and collects and uploads profiles as requested.
|
||||
type agent struct {
|
||||
client pb.ProfilerServiceClient
|
||||
deployment *pb.Deployment
|
||||
profileLabels map[string]string
|
||||
profileTypes []pb.ProfileType
|
||||
}
|
||||
|
||||
// abortedBackoffDuration retrieves the retry duration from gRPC trailing
|
||||
// metadata, which is set by the profiler server.
|
||||
func abortedBackoffDuration(md grpcmd.MD) (time.Duration, error) {
|
||||
elem := md[retryInfoMetadata]
|
||||
if len(elem) <= 0 {
|
||||
return 0, errors.New("no retry info")
|
||||
}
|
||||
|
||||
var retryInfo edpb.RetryInfo
|
||||
if err := proto.Unmarshal([]byte(elem[0]), &retryInfo); err != nil {
|
||||
return 0, err
|
||||
} else if time, err := ptypes.Duration(retryInfo.RetryDelay); err != nil {
|
||||
return 0, err
|
||||
} else {
|
||||
if time < 0 {
|
||||
return 0, errors.New("negative retry duration")
|
||||
}
|
||||
return time, nil
|
||||
}
|
||||
}
|
||||
|
||||
type retryer struct {
|
||||
backoff gax.Backoff
|
||||
md grpcmd.MD
|
||||
}
|
||||
|
||||
func (r *retryer) Retry(err error) (time.Duration, bool) {
|
||||
st, _ := status.FromError(err)
|
||||
if st != nil && st.Code() == codes.Aborted {
|
||||
dur, err := abortedBackoffDuration(r.md)
|
||||
if err == nil {
|
||||
return dur, true
|
||||
}
|
||||
debugLog("failed to get backoff duration: %v", err)
|
||||
}
|
||||
return r.backoff.Pause(), true
|
||||
}
|
||||
|
||||
// createProfile talks to the profiler server to create profile. In
|
||||
// case of error, the goroutine will sleep and retry. Sleep duration may
|
||||
// be specified by the server. Otherwise it will be an exponentially
|
||||
// increasing value, bounded by maxBackoff.
|
||||
func (a *agent) createProfile(ctx context.Context) *pb.Profile {
|
||||
req := pb.CreateProfileRequest{
|
||||
Deployment: a.deployment,
|
||||
ProfileType: a.profileTypes,
|
||||
}
|
||||
|
||||
var p *pb.Profile
|
||||
md := grpcmd.New(map[string]string{})
|
||||
|
||||
gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
|
||||
var err error
|
||||
p, err = a.client.CreateProfile(ctx, &req, grpc.Trailer(&md))
|
||||
if err != nil {
|
||||
debugLog("failed to create a profile, will retry: %v", err)
|
||||
}
|
||||
return err
|
||||
}, gax.WithRetry(func() gax.Retryer {
|
||||
return &retryer{
|
||||
backoff: gax.Backoff{
|
||||
Initial: initialBackoff,
|
||||
Max: maxBackoff,
|
||||
Multiplier: backoffMultiplier,
|
||||
},
|
||||
md: md,
|
||||
}
|
||||
}))
|
||||
|
||||
debugLog("successfully created profile %v", p.GetProfileType())
|
||||
return p
|
||||
}
|
||||
|
||||
func (a *agent) profileAndUpload(ctx context.Context, p *pb.Profile) {
|
||||
var prof bytes.Buffer
|
||||
pt := p.GetProfileType()
|
||||
|
||||
switch pt {
|
||||
case pb.ProfileType_CPU:
|
||||
duration, err := ptypes.Duration(p.Duration)
|
||||
if err != nil {
|
||||
debugLog("failed to get profile duration: %v", err)
|
||||
return
|
||||
}
|
||||
if err := startCPUProfile(&prof); err != nil {
|
||||
debugLog("failed to start CPU profile: %v", err)
|
||||
return
|
||||
}
|
||||
sleep(ctx, duration)
|
||||
stopCPUProfile()
|
||||
case pb.ProfileType_HEAP:
|
||||
if err := writeHeapProfile(&prof); err != nil {
|
||||
debugLog("failed to write heap profile: %v", err)
|
||||
return
|
||||
}
|
||||
case pb.ProfileType_THREADS:
|
||||
if err := pprof.Lookup("goroutine").WriteTo(&prof, 0); err != nil {
|
||||
debugLog("failed to create goroutine profile: %v", err)
|
||||
return
|
||||
}
|
||||
case pb.ProfileType_CONTENTION:
|
||||
duration, err := ptypes.Duration(p.Duration)
|
||||
if err != nil {
|
||||
debugLog("failed to get profile duration: %v", err)
|
||||
return
|
||||
}
|
||||
if err := deltaMutexProfile(ctx, duration, &prof); err != nil {
|
||||
debugLog("failed to create mutex profile: %v", err)
|
||||
return
|
||||
}
|
||||
default:
|
||||
debugLog("unexpected profile type: %v", pt)
|
||||
return
|
||||
}
|
||||
|
||||
// Starting Go 1.9 the profiles are symbolized by runtime/pprof.
|
||||
// TODO(jianqiaoli): Remove the symbolization code when we decide to
|
||||
// stop supporting Go 1.8.
|
||||
if !shouldAssumeSymbolized && pt != pb.ProfileType_CONTENTION {
|
||||
if err := parseAndSymbolize(&prof); err != nil {
|
||||
debugLog("failed to symbolize profile: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
p.ProfileBytes = prof.Bytes()
|
||||
p.Labels = a.profileLabels
|
||||
req := pb.UpdateProfileRequest{Profile: p}
|
||||
|
||||
// Upload profile, discard profile in case of error.
|
||||
debugLog("start uploading profile")
|
||||
if _, err := a.client.UpdateProfile(ctx, &req); err != nil {
|
||||
debugLog("failed to upload profile: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
// deltaMutexProfile writes mutex profile changes over a time period specified
|
||||
// with 'duration' to 'prof'.
|
||||
func deltaMutexProfile(ctx context.Context, duration time.Duration, prof *bytes.Buffer) error {
|
||||
if !mutexEnabled {
|
||||
return errors.New("mutex profiling is not enabled")
|
||||
}
|
||||
p0, err := mutexProfile()
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
sleep(ctx, duration)
|
||||
p, err := mutexProfile()
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
|
||||
// TODO(jianqiaoli): Remove this check when github.com/google/pprof/issues/242
|
||||
// is fixed.
|
||||
if len(p0.Mapping) > 0 {
|
||||
p0.Scale(-1)
|
||||
p, err = profile.Merge([]*profile.Profile{p0, p})
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
}
|
||||
|
||||
// The mutex profile is not symbolized by runtime.pprof until
|
||||
// golang.org/issue/21474 is fixed in go1.10.
|
||||
symbolize(p)
|
||||
return p.Write(prof)
|
||||
}
|
||||
|
||||
func mutexProfile() (*profile.Profile, error) {
|
||||
p := pprof.Lookup("mutex")
|
||||
if p == nil {
|
||||
return nil, errors.New("mutex profiling is not supported")
|
||||
}
|
||||
var buf bytes.Buffer
|
||||
if err := p.WriteTo(&buf, 0); err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return profile.Parse(&buf)
|
||||
}
|
||||
|
||||
// withXGoogHeader sets the name and version of the application in
|
||||
// the `x-goog-api-client` header passed on each request. Intended for
|
||||
// use by Google-written clients.
|
||||
func withXGoogHeader(ctx context.Context, keyval ...string) context.Context {
|
||||
kv := append([]string{"gl-go", version.Go(), "gccl", version.Repo}, keyval...)
|
||||
kv = append(kv, "gax", gax.Version, "grpc", grpc.Version)
|
||||
|
||||
md, _ := grpcmd.FromOutgoingContext(ctx)
|
||||
md = md.Copy()
|
||||
md[xGoogAPIMetadata] = []string{gax.XGoogHeader(kv...)}
|
||||
return grpcmd.NewOutgoingContext(ctx, md)
|
||||
}
|
||||
|
||||
func initializeAgent(c pb.ProfilerServiceClient) *agent {
|
||||
labels := map[string]string{}
|
||||
if config.zone != "" {
|
||||
labels[zoneNameLabel] = config.zone
|
||||
}
|
||||
if config.ServiceVersion != "" {
|
||||
labels[versionLabel] = config.ServiceVersion
|
||||
}
|
||||
d := &pb.Deployment{
|
||||
ProjectId: config.ProjectID,
|
||||
Target: config.Target,
|
||||
Labels: labels,
|
||||
}
|
||||
|
||||
profileLabels := map[string]string{}
|
||||
|
||||
if config.instance != "" {
|
||||
profileLabels[instanceLabel] = config.instance
|
||||
}
|
||||
|
||||
profileTypes := []pb.ProfileType{pb.ProfileType_CPU}
|
||||
if !config.NoHeapProfiling {
|
||||
profileTypes = append(profileTypes, pb.ProfileType_HEAP)
|
||||
}
|
||||
if !config.NoGoroutineProfiling {
|
||||
profileTypes = append(profileTypes, pb.ProfileType_THREADS)
|
||||
}
|
||||
if mutexEnabled {
|
||||
profileTypes = append(profileTypes, pb.ProfileType_CONTENTION)
|
||||
}
|
||||
|
||||
return &agent{
|
||||
client: c,
|
||||
deployment: d,
|
||||
profileLabels: profileLabels,
|
||||
profileTypes: profileTypes,
|
||||
}
|
||||
}
|
||||
|
||||
func initializeConfig(cfg Config) error {
|
||||
config = cfg
|
||||
|
||||
switch {
|
||||
case config.Service != "":
|
||||
config.Target = config.Service
|
||||
case config.Target == "":
|
||||
config.Target = os.Getenv("GAE_SERVICE")
|
||||
}
|
||||
|
||||
if config.Target == "" {
|
||||
return errors.New("service name must be specified in the configuration")
|
||||
}
|
||||
|
||||
if config.ServiceVersion == "" {
|
||||
config.ServiceVersion = os.Getenv("GAE_VERSION")
|
||||
}
|
||||
|
||||
if projectID := os.Getenv("GOOGLE_CLOUD_PROJECT"); config.ProjectID == "" && projectID != "" {
|
||||
// Cloud Shell and App Engine set this environment variable to the project
|
||||
// ID, so use it if present. In case of App Engine the project ID is also
|
||||
// available from the GCE metadata server, but by using the environment
|
||||
// variable saves one request to the metadata server. The environment
|
||||
// project ID is only used if no project ID is provided in the
|
||||
// configuration.
|
||||
config.ProjectID = projectID
|
||||
}
|
||||
if onGCE() {
|
||||
var err error
|
||||
if config.ProjectID == "" {
|
||||
if config.ProjectID, err = getProjectID(); err != nil {
|
||||
return fmt.Errorf("failed to get the project ID from Compute Engine: %v", err)
|
||||
}
|
||||
}
|
||||
|
||||
if config.zone, err = getZone(); err != nil {
|
||||
return fmt.Errorf("failed to get zone from Compute Engine: %v", err)
|
||||
}
|
||||
|
||||
if config.instance, err = getInstanceName(); err != nil {
|
||||
return fmt.Errorf("failed to get instance from Compute Engine: %v", err)
|
||||
}
|
||||
|
||||
} else {
|
||||
if config.ProjectID == "" {
|
||||
return fmt.Errorf("project ID must be specified in the configuration if running outside of GCP")
|
||||
}
|
||||
}
|
||||
|
||||
if config.APIAddr == "" {
|
||||
config.APIAddr = apiAddress
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
// pollProfilerService starts an endless loop to poll the profiler
|
||||
// server for instructions, and collects and uploads profiles as
|
||||
// requested.
|
||||
func pollProfilerService(ctx context.Context, a *agent) {
|
||||
debugLog("profiler has started")
|
||||
for {
|
||||
p := a.createProfile(ctx)
|
||||
a.profileAndUpload(ctx, p)
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user