2017-08-05 18:17:15 +00:00
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// 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 Google Cloud 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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// err := profiler.Start(profiler.Config{Service: "my-service"})
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// if err != nil {
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// // TODO: Handle error.
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// }
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//
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2017-08-05 18:17:15 +00:00
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// Calling Start will start a goroutine to collect profiles and
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// upload to Cloud Profiler server, at the rhythm specified by
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// the server.
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//
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2017-09-13 12:09:48 +00:00
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// The caller must provide the service string in the config, and
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// may provide other information as well. See Config for details.
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2017-08-05 18:17:15 +00:00
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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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"log"
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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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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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2017-08-05 18:17:15 +00:00
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startOnce sync.Once
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// getProjectID, getInstanceName, getZone, startCPUProfile, stopCPUProfile,
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// writeHeapProfile and sleep are 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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)
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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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2017-08-05 18:17:15 +00:00
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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 Cloud 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. Cloud 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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// 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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// InstanceName is the name of the VM instance 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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InstanceName string
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// ZoneName is the name of the zone 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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ZoneName 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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}
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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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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 := gtransport.Dial(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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d, err := initializeDeployment()
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if err != nil {
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debugLog("failed to initialize deployment: %v", err)
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return err
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}
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l := initializeProfileLabels()
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a, ctx := initializeResources(ctx, conn, d, l)
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go pollProfilerService(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 Cloud Profiler server for instructions on behalf of
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// a task, and collects and uploads profiles as requested.
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type agent struct {
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client *client
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deployment *pb.Deployment
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profileLabels map[string]string
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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 Cloud 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 Cloud 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: []pb.ProfileType{pb.ProfileType_CPU, pb.ProfileType_HEAP},
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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.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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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 {
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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.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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// client is a client for interacting with Cloud Profiler API.
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type client struct {
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// gRPC API client.
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client pb.ProfilerServiceClient
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// Metadata for google API to be sent with each request.
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xGoogHeader []string
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}
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// setXGoogHeader 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 (c *client) setXGoogHeader(keyval ...string) {
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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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c.xGoogHeader = []string{gax.XGoogHeader(kv...)}
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}
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func (c *client) insertMetadata(ctx context.Context) context.Context {
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md, _ := grpcmd.FromOutgoingContext(ctx)
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md = md.Copy()
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md[xGoogAPIMetadata] = c.xGoogHeader
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return grpcmd.NewOutgoingContext(ctx, md)
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}
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func initializeDeployment() (*pb.Deployment, error) {
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var err error
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projectID := config.ProjectID
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if projectID == "" {
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projectID, err = getProjectID()
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if err != nil {
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return nil, err
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}
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}
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zone := config.ZoneName
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if zone == "" {
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zone, err = getZone()
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if err != nil {
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return nil, err
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}
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}
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2017-09-13 12:09:48 +00:00
|
|
|
labels := map[string]string{
|
|
|
|
zoneNameLabel: zone,
|
|
|
|
}
|
|
|
|
if config.ServiceVersion != "" {
|
|
|
|
labels[versionLabel] = config.ServiceVersion
|
|
|
|
}
|
|
|
|
|
2017-08-05 18:17:15 +00:00
|
|
|
return &pb.Deployment{
|
|
|
|
ProjectId: projectID,
|
|
|
|
Target: config.Target,
|
2017-09-13 12:09:48 +00:00
|
|
|
Labels: labels,
|
2017-08-05 18:17:15 +00:00
|
|
|
}, nil
|
|
|
|
}
|
|
|
|
|
2017-09-13 12:09:48 +00:00
|
|
|
func initializeProfileLabels() map[string]string {
|
|
|
|
instance := config.InstanceName
|
|
|
|
if instance == "" {
|
|
|
|
var err error
|
|
|
|
if instance, err = getInstanceName(); err != nil {
|
|
|
|
instance = "unknown"
|
|
|
|
debugLog("failed to get instance name: %v", err)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
return map[string]string{instanceLabel: instance}
|
|
|
|
}
|
|
|
|
|
|
|
|
func initializeResources(ctx context.Context, conn *grpc.ClientConn, d *pb.Deployment, l map[string]string) (*agent, context.Context) {
|
2017-08-05 18:17:15 +00:00
|
|
|
c := &client{
|
|
|
|
client: pb.NewProfilerServiceClient(conn),
|
|
|
|
}
|
|
|
|
c.setXGoogHeader()
|
|
|
|
|
|
|
|
ctx = c.insertMetadata(ctx)
|
|
|
|
return &agent{
|
2017-09-13 12:09:48 +00:00
|
|
|
client: c,
|
|
|
|
deployment: d,
|
|
|
|
profileLabels: l,
|
2017-08-05 18:17:15 +00:00
|
|
|
}, ctx
|
|
|
|
}
|
|
|
|
|
2017-09-13 12:09:48 +00:00
|
|
|
func initializeConfig(cfg Config) error {
|
|
|
|
config = cfg
|
|
|
|
|
|
|
|
if config.Service != "" {
|
|
|
|
config.Target = config.Service
|
|
|
|
}
|
2017-08-05 18:17:15 +00:00
|
|
|
|
|
|
|
if config.Target == "" {
|
2017-09-13 12:09:48 +00:00
|
|
|
return errors.New("service name must be specified in the configuration")
|
2017-08-05 18:17:15 +00:00
|
|
|
}
|
2017-09-13 12:09:48 +00:00
|
|
|
|
2017-08-05 18:17:15 +00:00
|
|
|
if config.APIAddr == "" {
|
|
|
|
config.APIAddr = apiAddress
|
|
|
|
}
|
2017-09-13 12:09:48 +00:00
|
|
|
return nil
|
2017-08-05 18:17:15 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
// pollProfilerService starts an endless loop to poll Cloud Profiler
|
|
|
|
// server for instructions, and collects and uploads profiles as
|
|
|
|
// requested.
|
|
|
|
func pollProfilerService(ctx context.Context, a *agent) {
|
|
|
|
for {
|
|
|
|
p := a.createProfile(ctx)
|
|
|
|
a.profileAndUpload(ctx, p)
|
|
|
|
}
|
|
|
|
}
|