1// Copyright 2016 The Go Authors. All rights reserved. 2// Use of this source code is governed by a BSD-style 3// license that can be found in the LICENSE file. 4 5package pprof 6 7import ( 8 "internal/profilerecord" 9 "io" 10 "math" 11 "runtime" 12 "strings" 13) 14 15// writeHeapProto writes the current heap profile in protobuf format to w. 16func writeHeapProto(w io.Writer, p []profilerecord.MemProfileRecord, rate int64, defaultSampleType string) error { 17 b := newProfileBuilder(w) 18 b.pbValueType(tagProfile_PeriodType, "space", "bytes") 19 b.pb.int64Opt(tagProfile_Period, rate) 20 b.pbValueType(tagProfile_SampleType, "alloc_objects", "count") 21 b.pbValueType(tagProfile_SampleType, "alloc_space", "bytes") 22 b.pbValueType(tagProfile_SampleType, "inuse_objects", "count") 23 b.pbValueType(tagProfile_SampleType, "inuse_space", "bytes") 24 if defaultSampleType != "" { 25 b.pb.int64Opt(tagProfile_DefaultSampleType, b.stringIndex(defaultSampleType)) 26 } 27 28 values := []int64{0, 0, 0, 0} 29 var locs []uint64 30 for _, r := range p { 31 hideRuntime := true 32 for tries := 0; tries < 2; tries++ { 33 stk := r.Stack 34 // For heap profiles, all stack 35 // addresses are return PCs, which is 36 // what appendLocsForStack expects. 37 if hideRuntime { 38 for i, addr := range stk { 39 if f := runtime.FuncForPC(addr); f != nil && strings.HasPrefix(f.Name(), "runtime.") { 40 continue 41 } 42 // Found non-runtime. Show any runtime uses above it. 43 stk = stk[i:] 44 break 45 } 46 } 47 locs = b.appendLocsForStack(locs[:0], stk) 48 if len(locs) > 0 { 49 break 50 } 51 hideRuntime = false // try again, and show all frames next time. 52 } 53 54 values[0], values[1] = scaleHeapSample(r.AllocObjects, r.AllocBytes, rate) 55 values[2], values[3] = scaleHeapSample(r.InUseObjects(), r.InUseBytes(), rate) 56 var blockSize int64 57 if r.AllocObjects > 0 { 58 blockSize = r.AllocBytes / r.AllocObjects 59 } 60 b.pbSample(values, locs, func() { 61 if blockSize != 0 { 62 b.pbLabel(tagSample_Label, "bytes", "", blockSize) 63 } 64 }) 65 } 66 b.build() 67 return nil 68} 69 70// scaleHeapSample adjusts the data from a heap Sample to 71// account for its probability of appearing in the collected 72// data. heap profiles are a sampling of the memory allocations 73// requests in a program. We estimate the unsampled value by dividing 74// each collected sample by its probability of appearing in the 75// profile. heap profiles rely on a poisson process to determine 76// which samples to collect, based on the desired average collection 77// rate R. The probability of a sample of size S to appear in that 78// profile is 1-exp(-S/R). 79func scaleHeapSample(count, size, rate int64) (int64, int64) { 80 if count == 0 || size == 0 { 81 return 0, 0 82 } 83 84 if rate <= 1 { 85 // if rate==1 all samples were collected so no adjustment is needed. 86 // if rate<1 treat as unknown and skip scaling. 87 return count, size 88 } 89 90 avgSize := float64(size) / float64(count) 91 scale := 1 / (1 - math.Exp(-avgSize/float64(rate))) 92 93 return int64(float64(count) * scale), int64(float64(size) * scale) 94} 95