aboutsummaryrefslogtreecommitdiff
path: root/src/cmd/vendor/github.com/google/pprof/profile/profile.go
blob: 60ef7e92687f56e20c9b0541cf555f0c3caadc15 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
// Copyright 2014 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 profile provides a representation of profile.proto and
// methods to encode/decode profiles in this format.
package profile

import (
	"bytes"
	"compress/gzip"
	"fmt"
	"io"
	"math"
	"path/filepath"
	"regexp"
	"sort"
	"strings"
	"sync"
	"time"
)

// Profile is an in-memory representation of profile.proto.
type Profile struct {
	SampleType        []*ValueType
	DefaultSampleType string
	Sample            []*Sample
	Mapping           []*Mapping
	Location          []*Location
	Function          []*Function
	Comments          []string

	DropFrames string
	KeepFrames string

	TimeNanos     int64
	DurationNanos int64
	PeriodType    *ValueType
	Period        int64

	// The following fields are modified during encoding and copying,
	// so are protected by a Mutex.
	encodeMu sync.Mutex

	commentX           []int64
	dropFramesX        int64
	keepFramesX        int64
	stringTable        []string
	defaultSampleTypeX int64
}

// ValueType corresponds to Profile.ValueType
type ValueType struct {
	Type string // cpu, wall, inuse_space, etc
	Unit string // seconds, nanoseconds, bytes, etc

	typeX int64
	unitX int64
}

// Sample corresponds to Profile.Sample
type Sample struct {
	Location []*Location
	Value    []int64
	// Label is a per-label-key map to values for string labels.
	//
	// In general, having multiple values for the given label key is strongly
	// discouraged - see docs for the sample label field in profile.proto.  The
	// main reason this unlikely state is tracked here is to make the
	// decoding->encoding roundtrip not lossy. But we expect that the value
	// slices present in this map are always of length 1.
	Label map[string][]string
	// NumLabel is a per-label-key map to values for numeric labels. See a note
	// above on handling multiple values for a label.
	NumLabel map[string][]int64
	// NumUnit is a per-label-key map to the unit names of corresponding numeric
	// label values. The unit info may be missing even if the label is in
	// NumLabel, see the docs in profile.proto for details. When the value is
	// slice is present and not nil, its length must be equal to the length of
	// the corresponding value slice in NumLabel.
	NumUnit map[string][]string

	locationIDX []uint64
	labelX      []label
}

// label corresponds to Profile.Label
type label struct {
	keyX int64
	// Exactly one of the two following values must be set
	strX int64
	numX int64 // Integer value for this label
	// can be set if numX has value
	unitX int64
}

// Mapping corresponds to Profile.Mapping
type Mapping struct {
	ID              uint64
	Start           uint64
	Limit           uint64
	Offset          uint64
	File            string
	BuildID         string
	HasFunctions    bool
	HasFilenames    bool
	HasLineNumbers  bool
	HasInlineFrames bool

	fileX    int64
	buildIDX int64

	// Name of the kernel relocation symbol ("_text" or "_stext"), extracted from File.
	// For linux kernel mappings generated by some tools, correct symbolization depends
	// on knowing which of the two possible relocation symbols was used for `Start`.
	// This is given to us as a suffix in `File` (e.g. "[kernel.kallsyms]_stext").
	//
	// Note, this public field is not persisted in the proto. For the purposes of
	// copying / merging / hashing profiles, it is considered subsumed by `File`.
	KernelRelocationSymbol string
}

// Location corresponds to Profile.Location
type Location struct {
	ID       uint64
	Mapping  *Mapping
	Address  uint64
	Line     []Line
	IsFolded bool

	mappingIDX uint64
}

// Line corresponds to Profile.Line
type Line struct {
	Function *Function
	Line     int64

	functionIDX uint64
}

// Function corresponds to Profile.Function
type Function struct {
	ID         uint64
	Name       string
	SystemName string
	Filename   string
	StartLine  int64

	nameX       int64
	systemNameX int64
	filenameX   int64
}

// Parse parses a profile and checks for its validity. The input
// may be a gzip-compressed encoded protobuf or one of many legacy
// profile formats which may be unsupported in the future.
func Parse(r io.Reader) (*Profile, error) {
	data, err := io.ReadAll(r)
	if err != nil {
		return nil, err
	}
	return ParseData(data)
}

// ParseData parses a profile from a buffer and checks for its
// validity.
func ParseData(data []byte) (*Profile, error) {
	var p *Profile
	var err error
	if len(data) >= 2 && data[0] == 0x1f && data[1] == 0x8b {
		gz, err := gzip.NewReader(bytes.NewBuffer(data))
		if err == nil {
			data, err = io.ReadAll(gz)
		}
		if err != nil {
			return nil, fmt.Errorf("decompressing profile: %v", err)
		}
	}
	if p, err = ParseUncompressed(data); err != nil && err != errNoData && err != errConcatProfile {
		p, err = parseLegacy(data)
	}

	if err != nil {
		return nil, fmt.Errorf("parsing profile: %v", err)
	}

	if err := p.CheckValid(); err != nil {
		return nil, fmt.Errorf("malformed profile: %v", err)
	}
	return p, nil
}

var errUnrecognized = fmt.Errorf("unrecognized profile format")
var errMalformed = fmt.Errorf("malformed profile format")
var errNoData = fmt.Errorf("empty input file")
var errConcatProfile = fmt.Errorf("concatenated profiles detected")

func parseLegacy(data []byte) (*Profile, error) {
	parsers := []func([]byte) (*Profile, error){
		parseCPU,
		parseHeap,
		parseGoCount, // goroutine, threadcreate
		parseThread,
		parseContention,
		parseJavaProfile,
	}

	for _, parser := range parsers {
		p, err := parser(data)
		if err == nil {
			p.addLegacyFrameInfo()
			return p, nil
		}
		if err != errUnrecognized {
			return nil, err
		}
	}
	return nil, errUnrecognized
}

// ParseUncompressed parses an uncompressed protobuf into a profile.
func ParseUncompressed(data []byte) (*Profile, error) {
	if len(data) == 0 {
		return nil, errNoData
	}
	p := &Profile{}
	if err := unmarshal(data, p); err != nil {
		return nil, err
	}

	if err := p.postDecode(); err != nil {
		return nil, err
	}

	return p, nil
}

var libRx = regexp.MustCompile(`([.]so$|[.]so[._][0-9]+)`)

// massageMappings applies heuristic-based changes to the profile
// mappings to account for quirks of some environments.
func (p *Profile) massageMappings() {
	// Merge adjacent regions with matching names, checking that the offsets match
	if len(p.Mapping) > 1 {
		mappings := []*Mapping{p.Mapping[0]}
		for _, m := range p.Mapping[1:] {
			lm := mappings[len(mappings)-1]
			if adjacent(lm, m) {
				lm.Limit = m.Limit
				if m.File != "" {
					lm.File = m.File
				}
				if m.BuildID != "" {
					lm.BuildID = m.BuildID
				}
				p.updateLocationMapping(m, lm)
				continue
			}
			mappings = append(mappings, m)
		}
		p.Mapping = mappings
	}

	// Use heuristics to identify main binary and move it to the top of the list of mappings
	for i, m := range p.Mapping {
		file := strings.TrimSpace(strings.Replace(m.File, "(deleted)", "", -1))
		if len(file) == 0 {
			continue
		}
		if len(libRx.FindStringSubmatch(file)) > 0 {
			continue
		}
		if file[0] == '[' {
			continue
		}
		// Swap what we guess is main to position 0.
		p.Mapping[0], p.Mapping[i] = p.Mapping[i], p.Mapping[0]
		break
	}

	// Keep the mapping IDs neatly sorted
	for i, m := range p.Mapping {
		m.ID = uint64(i + 1)
	}
}

// adjacent returns whether two mapping entries represent the same
// mapping that has been split into two. Check that their addresses are adjacent,
// and if the offsets match, if they are available.
func adjacent(m1, m2 *Mapping) bool {
	if m1.File != "" && m2.File != "" {
		if m1.File != m2.File {
			return false
		}
	}
	if m1.BuildID != "" && m2.BuildID != "" {
		if m1.BuildID != m2.BuildID {
			return false
		}
	}
	if m1.Limit != m2.Start {
		return false
	}
	if m1.Offset != 0 && m2.Offset != 0 {
		offset := m1.Offset + (m1.Limit - m1.Start)
		if offset != m2.Offset {
			return false
		}
	}
	return true
}

func (p *Profile) updateLocationMapping(from, to *Mapping) {
	for _, l := range p.Location {
		if l.Mapping == from {
			l.Mapping = to
		}
	}
}

func serialize(p *Profile) []byte {
	p.encodeMu.Lock()
	p.preEncode()
	b := marshal(p)
	p.encodeMu.Unlock()
	return b
}

// Write writes the profile as a gzip-compressed marshaled protobuf.
func (p *Profile) Write(w io.Writer) error {
	zw := gzip.NewWriter(w)
	defer zw.Close()
	_, err := zw.Write(serialize(p))
	return err
}

// WriteUncompressed writes the profile as a marshaled protobuf.
func (p *Profile) WriteUncompressed(w io.Writer) error {
	_, err := w.Write(serialize(p))
	return err
}

// CheckValid tests whether the profile is valid. Checks include, but are
// not limited to:
//   - len(Profile.Sample[n].value) == len(Profile.value_unit)
//   - Sample.id has a corresponding Profile.Location
func (p *Profile) CheckValid() error {
	// Check that sample values are consistent
	sampleLen := len(p.SampleType)
	if sampleLen == 0 && len(p.Sample) != 0 {
		return fmt.Errorf("missing sample type information")
	}
	for _, s := range p.Sample {
		if s == nil {
			return fmt.Errorf("profile has nil sample")
		}
		if len(s.Value) != sampleLen {
			return fmt.Errorf("mismatch: sample has %d values vs. %d types", len(s.Value), len(p.SampleType))
		}
		for _, l := range s.Location {
			if l == nil {
				return fmt.Errorf("sample has nil location")
			}
		}
	}

	// Check that all mappings/locations/functions are in the tables
	// Check that there are no duplicate ids
	mappings := make(map[uint64]*Mapping, len(p.Mapping))
	for _, m := range p.Mapping {
		if m == nil {
			return fmt.Errorf("profile has nil mapping")
		}
		if m.ID == 0 {
			return fmt.Errorf("found mapping with reserved ID=0")
		}
		if mappings[m.ID] != nil {
			return fmt.Errorf("multiple mappings with same id: %d", m.ID)
		}
		mappings[m.ID] = m
	}
	functions := make(map[uint64]*Function, len(p.Function))
	for _, f := range p.Function {
		if f == nil {
			return fmt.Errorf("profile has nil function")
		}
		if f.ID == 0 {
			return fmt.Errorf("found function with reserved ID=0")
		}
		if functions[f.ID] != nil {
			return fmt.Errorf("multiple functions with same id: %d", f.ID)
		}
		functions[f.ID] = f
	}
	locations := make(map[uint64]*Location, len(p.Location))
	for _, l := range p.Location {
		if l == nil {
			return fmt.Errorf("profile has nil location")
		}
		if l.ID == 0 {
			return fmt.Errorf("found location with reserved id=0")
		}
		if locations[l.ID] != nil {
			return fmt.Errorf("multiple locations with same id: %d", l.ID)
		}
		locations[l.ID] = l
		if m := l.Mapping; m != nil {
			if m.ID == 0 || mappings[m.ID] != m {
				return fmt.Errorf("inconsistent mapping %p: %d", m, m.ID)
			}
		}
		for _, ln := range l.Line {
			f := ln.Function
			if f == nil {
				return fmt.Errorf("location id: %d has a line with nil function", l.ID)
			}
			if f.ID == 0 || functions[f.ID] != f {
				return fmt.Errorf("inconsistent function %p: %d", f, f.ID)
			}
		}
	}
	return nil
}

// Aggregate merges the locations in the profile into equivalence
// classes preserving the request attributes. It also updates the
// samples to point to the merged locations.
func (p *Profile) Aggregate(inlineFrame, function, filename, linenumber, address bool) error {
	for _, m := range p.Mapping {
		m.HasInlineFrames = m.HasInlineFrames && inlineFrame
		m.HasFunctions = m.HasFunctions && function
		m.HasFilenames = m.HasFilenames && filename
		m.HasLineNumbers = m.HasLineNumbers && linenumber
	}

	// Aggregate functions
	if !function || !filename {
		for _, f := range p.Function {
			if !function {
				f.Name = ""
				f.SystemName = ""
			}
			if !filename {
				f.Filename = ""
			}
		}
	}

	// Aggregate locations
	if !inlineFrame || !address || !linenumber {
		for _, l := range p.Location {
			if !inlineFrame && len(l.Line) > 1 {
				l.Line = l.Line[len(l.Line)-1:]
			}
			if !linenumber {
				for i := range l.Line {
					l.Line[i].Line = 0
				}
			}
			if !address {
				l.Address = 0
			}
		}
	}

	return p.CheckValid()
}

// NumLabelUnits returns a map of numeric label keys to the units
// associated with those keys and a map of those keys to any units
// that were encountered but not used.
// Unit for a given key is the first encountered unit for that key. If multiple
// units are encountered for values paired with a particular key, then the first
// unit encountered is used and all other units are returned in sorted order
// in map of ignored units.
// If no units are encountered for a particular key, the unit is then inferred
// based on the key.
func (p *Profile) NumLabelUnits() (map[string]string, map[string][]string) {
	numLabelUnits := map[string]string{}
	ignoredUnits := map[string]map[string]bool{}
	encounteredKeys := map[string]bool{}

	// Determine units based on numeric tags for each sample.
	for _, s := range p.Sample {
		for k := range s.NumLabel {
			encounteredKeys[k] = true
			for _, unit := range s.NumUnit[k] {
				if unit == "" {
					continue
				}
				if wantUnit, ok := numLabelUnits[k]; !ok {
					numLabelUnits[k] = unit
				} else if wantUnit != unit {
					if v, ok := ignoredUnits[k]; ok {
						v[unit] = true
					} else {
						ignoredUnits[k] = map[string]bool{unit: true}
					}
				}
			}
		}
	}
	// Infer units for keys without any units associated with
	// numeric tag values.
	for key := range encounteredKeys {
		unit := numLabelUnits[key]
		if unit == "" {
			switch key {
			case "alignment", "request":
				numLabelUnits[key] = "bytes"
			default:
				numLabelUnits[key] = key
			}
		}
	}

	// Copy ignored units into more readable format
	unitsIgnored := make(map[string][]string, len(ignoredUnits))
	for key, values := range ignoredUnits {
		units := make([]string, len(values))
		i := 0
		for unit := range values {
			units[i] = unit
			i++
		}
		sort.Strings(units)
		unitsIgnored[key] = units
	}

	return numLabelUnits, unitsIgnored
}

// String dumps a text representation of a profile. Intended mainly
// for debugging purposes.
func (p *Profile) String() string {
	ss := make([]string, 0, len(p.Comments)+len(p.Sample)+len(p.Mapping)+len(p.Location))
	for _, c := range p.Comments {
		ss = append(ss, "Comment: "+c)
	}
	if pt := p.PeriodType; pt != nil {
		ss = append(ss, fmt.Sprintf("PeriodType: %s %s", pt.Type, pt.Unit))
	}
	ss = append(ss, fmt.Sprintf("Period: %d", p.Period))
	if p.TimeNanos != 0 {
		ss = append(ss, fmt.Sprintf("Time: %v", time.Unix(0, p.TimeNanos)))
	}
	if p.DurationNanos != 0 {
		ss = append(ss, fmt.Sprintf("Duration: %.4v", time.Duration(p.DurationNanos)))
	}

	ss = append(ss, "Samples:")
	var sh1 string
	for _, s := range p.SampleType {
		dflt := ""
		if s.Type == p.DefaultSampleType {
			dflt = "[dflt]"
		}
		sh1 = sh1 + fmt.Sprintf("%s/%s%s ", s.Type, s.Unit, dflt)
	}
	ss = append(ss, strings.TrimSpace(sh1))
	for _, s := range p.Sample {
		ss = append(ss, s.string())
	}

	ss = append(ss, "Locations")
	for _, l := range p.Location {
		ss = append(ss, l.string())
	}

	ss = append(ss, "Mappings")
	for _, m := range p.Mapping {
		ss = append(ss, m.string())
	}

	return strings.Join(ss, "\n") + "\n"
}

// string dumps a text representation of a mapping. Intended mainly
// for debugging purposes.
func (m *Mapping) string() string {
	bits := ""
	if m.HasFunctions {
		bits = bits + "[FN]"
	}
	if m.HasFilenames {
		bits = bits + "[FL]"
	}
	if m.HasLineNumbers {
		bits = bits + "[LN]"
	}
	if m.HasInlineFrames {
		bits = bits + "[IN]"
	}
	return fmt.Sprintf("%d: %#x/%#x/%#x %s %s %s",
		m.ID,
		m.Start, m.Limit, m.Offset,
		m.File,
		m.BuildID,
		bits)
}

// string dumps a text representation of a location. Intended mainly
// for debugging purposes.
func (l *Location) string() string {
	ss := []string{}
	locStr := fmt.Sprintf("%6d: %#x ", l.ID, l.Address)
	if m := l.Mapping; m != nil {
		locStr = locStr + fmt.Sprintf("M=%d ", m.ID)
	}
	if l.IsFolded {
		locStr = locStr + "[F] "
	}
	if len(l.Line) == 0 {
		ss = append(ss, locStr)
	}
	for li := range l.Line {
		lnStr := "??"
		if fn := l.Line[li].Function; fn != nil {
			lnStr = fmt.Sprintf("%s %s:%d s=%d",
				fn.Name,
				fn.Filename,
				l.Line[li].Line,
				fn.StartLine)
			if fn.Name != fn.SystemName {
				lnStr = lnStr + "(" + fn.SystemName + ")"
			}
		}
		ss = append(ss, locStr+lnStr)
		// Do not print location details past the first line
		locStr = "             "
	}
	return strings.Join(ss, "\n")
}

// string dumps a text representation of a sample. Intended mainly
// for debugging purposes.
func (s *Sample) string() string {
	ss := []string{}
	var sv string
	for _, v := range s.Value {
		sv = fmt.Sprintf("%s %10d", sv, v)
	}
	sv = sv + ": "
	for _, l := range s.Location {
		sv = sv + fmt.Sprintf("%d ", l.ID)
	}
	ss = append(ss, sv)
	const labelHeader = "                "
	if len(s.Label) > 0 {
		ss = append(ss, labelHeader+labelsToString(s.Label))
	}
	if len(s.NumLabel) > 0 {
		ss = append(ss, labelHeader+numLabelsToString(s.NumLabel, s.NumUnit))
	}
	return strings.Join(ss, "\n")
}

// labelsToString returns a string representation of a
// map representing labels.
func labelsToString(labels map[string][]string) string {
	ls := []string{}
	for k, v := range labels {
		ls = append(ls, fmt.Sprintf("%s:%v", k, v))
	}
	sort.Strings(ls)
	return strings.Join(ls, " ")
}

// numLabelsToString returns a string representation of a map
// representing numeric labels.
func numLabelsToString(numLabels map[string][]int64, numUnits map[string][]string) string {
	ls := []string{}
	for k, v := range numLabels {
		units := numUnits[k]
		var labelString string
		if len(units) == len(v) {
			values := make([]string, len(v))
			for i, vv := range v {
				values[i] = fmt.Sprintf("%d %s", vv, units[i])
			}
			labelString = fmt.Sprintf("%s:%v", k, values)
		} else {
			labelString = fmt.Sprintf("%s:%v", k, v)
		}
		ls = append(ls, labelString)
	}
	sort.Strings(ls)
	return strings.Join(ls, " ")
}

// SetLabel sets the specified key to the specified value for all samples in the
// profile.
func (p *Profile) SetLabel(key string, value []string) {
	for _, sample := range p.Sample {
		if sample.Label == nil {
			sample.Label = map[string][]string{key: value}
		} else {
			sample.Label[key] = value
		}
	}
}

// RemoveLabel removes all labels associated with the specified key for all
// samples in the profile.
func (p *Profile) RemoveLabel(key string) {
	for _, sample := range p.Sample {
		delete(sample.Label, key)
	}
}

// HasLabel returns true if a sample has a label with indicated key and value.
func (s *Sample) HasLabel(key, value string) bool {
	for _, v := range s.Label[key] {
		if v == value {
			return true
		}
	}
	return false
}

// SetNumLabel sets the specified key to the specified value for all samples in the
// profile. "unit" is a slice that describes the units that each corresponding member
// of "values" is measured in (e.g. bytes or seconds).  If there is no relevant
// unit for a given value, that member of "unit" should be the empty string.
// "unit" must either have the same length as "value", or be nil.
func (p *Profile) SetNumLabel(key string, value []int64, unit []string) {
	for _, sample := range p.Sample {
		if sample.NumLabel == nil {
			sample.NumLabel = map[string][]int64{key: value}
		} else {
			sample.NumLabel[key] = value
		}
		if sample.NumUnit == nil {
			sample.NumUnit = map[string][]string{key: unit}
		} else {
			sample.NumUnit[key] = unit
		}
	}
}

// RemoveNumLabel removes all numerical labels associated with the specified key for all
// samples in the profile.
func (p *Profile) RemoveNumLabel(key string) {
	for _, sample := range p.Sample {
		delete(sample.NumLabel, key)
		delete(sample.NumUnit, key)
	}
}

// DiffBaseSample returns true if a sample belongs to the diff base and false
// otherwise.
func (s *Sample) DiffBaseSample() bool {
	return s.HasLabel("pprof::base", "true")
}

// Scale multiplies all sample values in a profile by a constant and keeps
// only samples that have at least one non-zero value.
func (p *Profile) Scale(ratio float64) {
	if ratio == 1 {
		return
	}
	ratios := make([]float64, len(p.SampleType))
	for i := range p.SampleType {
		ratios[i] = ratio
	}
	p.ScaleN(ratios)
}

// ScaleN multiplies each sample values in a sample by a different amount
// and keeps only samples that have at least one non-zero value.
func (p *Profile) ScaleN(ratios []float64) error {
	if len(p.SampleType) != len(ratios) {
		return fmt.Errorf("mismatched scale ratios, got %d, want %d", len(ratios), len(p.SampleType))
	}
	allOnes := true
	for _, r := range ratios {
		if r != 1 {
			allOnes = false
			break
		}
	}
	if allOnes {
		return nil
	}
	fillIdx := 0
	for _, s := range p.Sample {
		keepSample := false
		for i, v := range s.Value {
			if ratios[i] != 1 {
				val := int64(math.Round(float64(v) * ratios[i]))
				s.Value[i] = val
				keepSample = keepSample || val != 0
			}
		}
		if keepSample {
			p.Sample[fillIdx] = s
			fillIdx++
		}
	}
	p.Sample = p.Sample[:fillIdx]
	return nil
}

// HasFunctions determines if all locations in this profile have
// symbolized function information.
func (p *Profile) HasFunctions() bool {
	for _, l := range p.Location {
		if l.Mapping != nil && !l.Mapping.HasFunctions {
			return false
		}
	}
	return true
}

// HasFileLines determines if all locations in this profile have
// symbolized file and line number information.
func (p *Profile) HasFileLines() bool {
	for _, l := range p.Location {
		if l.Mapping != nil && (!l.Mapping.HasFilenames || !l.Mapping.HasLineNumbers) {
			return false
		}
	}
	return true
}

// Unsymbolizable returns true if a mapping points to a binary for which
// locations can't be symbolized in principle, at least now. Examples are
// "[vdso]", [vsyscall]" and some others, see the code.
func (m *Mapping) Unsymbolizable() bool {
	name := filepath.Base(m.File)
	return strings.HasPrefix(name, "[") || strings.HasPrefix(name, "linux-vdso") || strings.HasPrefix(m.File, "/dev/dri/")
}

// Copy makes a fully independent copy of a profile.
func (p *Profile) Copy() *Profile {
	pp := &Profile{}
	if err := unmarshal(serialize(p), pp); err != nil {
		panic(err)
	}
	if err := pp.postDecode(); err != nil {
		panic(err)
	}

	return pp
}