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