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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225
|
// 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.
// This file implements parsers to convert legacy profiles into the
// profile.proto format.
package profile
import (
"bufio"
"bytes"
"fmt"
"io"
"math"
"regexp"
"strconv"
"strings"
)
var (
countStartRE = regexp.MustCompile(`\A(\S+) profile: total \d+\z`)
countRE = regexp.MustCompile(`\A(\d+) @(( 0x[0-9a-f]+)+)\z`)
heapHeaderRE = regexp.MustCompile(`heap profile: *(\d+): *(\d+) *\[ *(\d+): *(\d+) *\] *@ *(heap[_a-z0-9]*)/?(\d*)`)
heapSampleRE = regexp.MustCompile(`(-?\d+): *(-?\d+) *\[ *(\d+): *(\d+) *] @([ x0-9a-f]*)`)
contentionSampleRE = regexp.MustCompile(`(\d+) *(\d+) @([ x0-9a-f]*)`)
hexNumberRE = regexp.MustCompile(`0x[0-9a-f]+`)
growthHeaderRE = regexp.MustCompile(`heap profile: *(\d+): *(\d+) *\[ *(\d+): *(\d+) *\] @ growthz?`)
fragmentationHeaderRE = regexp.MustCompile(`heap profile: *(\d+): *(\d+) *\[ *(\d+): *(\d+) *\] @ fragmentationz?`)
threadzStartRE = regexp.MustCompile(`--- threadz \d+ ---`)
threadStartRE = regexp.MustCompile(`--- Thread ([[:xdigit:]]+) \(name: (.*)/(\d+)\) stack: ---`)
// Regular expressions to parse process mappings. Support the format used by Linux /proc/.../maps and other tools.
// Recommended format:
// Start End object file name offset(optional) linker build id
// 0x40000-0x80000 /path/to/binary (@FF00) abc123456
spaceDigits = `\s+[[:digit:]]+`
hexPair = `\s+[[:xdigit:]]+:[[:xdigit:]]+`
oSpace = `\s*`
// Capturing expressions.
cHex = `(?:0x)?([[:xdigit:]]+)`
cHexRange = `\s*` + cHex + `[\s-]?` + oSpace + cHex + `:?`
cSpaceString = `(?:\s+(\S+))?`
cSpaceHex = `(?:\s+([[:xdigit:]]+))?`
cSpaceAtOffset = `(?:\s+\(@([[:xdigit:]]+)\))?`
cPerm = `(?:\s+([-rwxp]+))?`
procMapsRE = regexp.MustCompile(`^` + cHexRange + cPerm + cSpaceHex + hexPair + spaceDigits + cSpaceString)
briefMapsRE = regexp.MustCompile(`^` + cHexRange + cPerm + cSpaceString + cSpaceAtOffset + cSpaceHex)
// Regular expression to parse log data, of the form:
// ... file:line] msg...
logInfoRE = regexp.MustCompile(`^[^\[\]]+:[0-9]+]\s`)
)
func isSpaceOrComment(line string) bool {
trimmed := strings.TrimSpace(line)
return len(trimmed) == 0 || trimmed[0] == '#'
}
// parseGoCount parses a Go count profile (e.g., threadcreate or
// goroutine) and returns a new Profile.
func parseGoCount(b []byte) (*Profile, error) {
s := bufio.NewScanner(bytes.NewBuffer(b))
// Skip comments at the beginning of the file.
for s.Scan() && isSpaceOrComment(s.Text()) {
}
if err := s.Err(); err != nil {
return nil, err
}
m := countStartRE.FindStringSubmatch(s.Text())
if m == nil {
return nil, errUnrecognized
}
profileType := m[1]
p := &Profile{
PeriodType: &ValueType{Type: profileType, Unit: "count"},
Period: 1,
SampleType: []*ValueType{{Type: profileType, Unit: "count"}},
}
locations := make(map[uint64]*Location)
for s.Scan() {
line := s.Text()
if isSpaceOrComment(line) {
continue
}
if strings.HasPrefix(line, "---") {
break
}
m := countRE.FindStringSubmatch(line)
if m == nil {
return nil, errMalformed
}
n, err := strconv.ParseInt(m[1], 0, 64)
if err != nil {
return nil, errMalformed
}
fields := strings.Fields(m[2])
locs := make([]*Location, 0, len(fields))
for _, stk := range fields {
addr, err := strconv.ParseUint(stk, 0, 64)
if err != nil {
return nil, errMalformed
}
// Adjust all frames by -1 to land on top of the call instruction.
addr--
loc := locations[addr]
if loc == nil {
loc = &Location{
Address: addr,
}
locations[addr] = loc
p.Location = append(p.Location, loc)
}
locs = append(locs, loc)
}
p.Sample = append(p.Sample, &Sample{
Location: locs,
Value: []int64{n},
})
}
if err := s.Err(); err != nil {
return nil, err
}
if err := parseAdditionalSections(s, p); err != nil {
return nil, err
}
return p, nil
}
// remapLocationIDs ensures there is a location for each address
// referenced by a sample, and remaps the samples to point to the new
// location ids.
func (p *Profile) remapLocationIDs() {
seen := make(map[*Location]bool, len(p.Location))
var locs []*Location
for _, s := range p.Sample {
for _, l := range s.Location {
if seen[l] {
continue
}
l.ID = uint64(len(locs) + 1)
locs = append(locs, l)
seen[l] = true
}
}
p.Location = locs
}
func (p *Profile) remapFunctionIDs() {
seen := make(map[*Function]bool, len(p.Function))
var fns []*Function
for _, l := range p.Location {
for _, ln := range l.Line {
fn := ln.Function
if fn == nil || seen[fn] {
continue
}
fn.ID = uint64(len(fns) + 1)
fns = append(fns, fn)
seen[fn] = true
}
}
p.Function = fns
}
// remapMappingIDs matches location addresses with existing mappings
// and updates them appropriately. This is O(N*M), if this ever shows
// up as a bottleneck, evaluate sorting the mappings and doing a
// binary search, which would make it O(N*log(M)).
func (p *Profile) remapMappingIDs() {
// Some profile handlers will incorrectly set regions for the main
// executable if its section is remapped. Fix them through heuristics.
if len(p.Mapping) > 0 {
// Remove the initial mapping if named '/anon_hugepage' and has a
// consecutive adjacent mapping.
if m := p.Mapping[0]; strings.HasPrefix(m.File, "/anon_hugepage") {
if len(p.Mapping) > 1 && m.Limit == p.Mapping[1].Start {
p.Mapping = p.Mapping[1:]
}
}
}
// Subtract the offset from the start of the main mapping if it
// ends up at a recognizable start address.
if len(p.Mapping) > 0 {
const expectedStart = 0x400000
if m := p.Mapping[0]; m.Start-m.Offset == expectedStart {
m.Start = expectedStart
m.Offset = 0
}
}
// Associate each location with an address to the corresponding
// mapping. Create fake mapping if a suitable one isn't found.
var fake *Mapping
nextLocation:
for _, l := range p.Location {
a := l.Address
if l.Mapping != nil || a == 0 {
continue
}
for _, m := range p.Mapping {
if m.Start <= a && a < m.Limit {
l.Mapping = m
continue nextLocation
}
}
// Work around legacy handlers failing to encode the first
// part of mappings split into adjacent ranges.
for _, m := range p.Mapping {
if m.Offset != 0 && m.Start-m.Offset <= a && a < m.Start {
m.Start -= m.Offset
m.Offset = 0
l.Mapping = m
continue nextLocation
}
}
// If there is still no mapping, create a fake one.
// This is important for the Go legacy handler, which produced
// no mappings.
if fake == nil {
fake = &Mapping{
ID: 1,
Limit: ^uint64(0),
}
p.Mapping = append(p.Mapping, fake)
}
l.Mapping = fake
}
// Reset all mapping IDs.
for i, m := range p.Mapping {
m.ID = uint64(i + 1)
}
}
var cpuInts = []func([]byte) (uint64, []byte){
get32l,
get32b,
get64l,
get64b,
}
func get32l(b []byte) (uint64, []byte) {
if len(b) < 4 {
return 0, nil
}
return uint64(b[0]) | uint64(b[1])<<8 | uint64(b[2])<<16 | uint64(b[3])<<24, b[4:]
}
func get32b(b []byte) (uint64, []byte) {
if len(b) < 4 {
return 0, nil
}
return uint64(b[3]) | uint64(b[2])<<8 | uint64(b[1])<<16 | uint64(b[0])<<24, b[4:]
}
func get64l(b []byte) (uint64, []byte) {
if len(b) < 8 {
return 0, nil
}
return uint64(b[0]) | uint64(b[1])<<8 | uint64(b[2])<<16 | uint64(b[3])<<24 | uint64(b[4])<<32 | uint64(b[5])<<40 | uint64(b[6])<<48 | uint64(b[7])<<56, b[8:]
}
func get64b(b []byte) (uint64, []byte) {
if len(b) < 8 {
return 0, nil
}
return uint64(b[7]) | uint64(b[6])<<8 | uint64(b[5])<<16 | uint64(b[4])<<24 | uint64(b[3])<<32 | uint64(b[2])<<40 | uint64(b[1])<<48 | uint64(b[0])<<56, b[8:]
}
// parseCPU parses a profilez legacy profile and returns a newly
// populated Profile.
//
// The general format for profilez samples is a sequence of words in
// binary format. The first words are a header with the following data:
// 1st word -- 0
// 2nd word -- 3
// 3rd word -- 0 if a c++ application, 1 if a java application.
// 4th word -- Sampling period (in microseconds).
// 5th word -- Padding.
func parseCPU(b []byte) (*Profile, error) {
var parse func([]byte) (uint64, []byte)
var n1, n2, n3, n4, n5 uint64
for _, parse = range cpuInts {
var tmp []byte
n1, tmp = parse(b)
n2, tmp = parse(tmp)
n3, tmp = parse(tmp)
n4, tmp = parse(tmp)
n5, tmp = parse(tmp)
if tmp != nil && n1 == 0 && n2 == 3 && n3 == 0 && n4 > 0 && n5 == 0 {
b = tmp
return cpuProfile(b, int64(n4), parse)
}
if tmp != nil && n1 == 0 && n2 == 3 && n3 == 1 && n4 > 0 && n5 == 0 {
b = tmp
return javaCPUProfile(b, int64(n4), parse)
}
}
return nil, errUnrecognized
}
// cpuProfile returns a new Profile from C++ profilez data.
// b is the profile bytes after the header, period is the profiling
// period, and parse is a function to parse 8-byte chunks from the
// profile in its native endianness.
func cpuProfile(b []byte, period int64, parse func(b []byte) (uint64, []byte)) (*Profile, error) {
p := &Profile{
Period: period * 1000,
PeriodType: &ValueType{Type: "cpu", Unit: "nanoseconds"},
SampleType: []*ValueType{
{Type: "samples", Unit: "count"},
{Type: "cpu", Unit: "nanoseconds"},
},
}
var err error
if b, _, err = parseCPUSamples(b, parse, true, p); err != nil {
return nil, err
}
// If *most* samples have the same second-to-the-bottom frame, it
// strongly suggests that it is an uninteresting artifact of
// measurement -- a stack frame pushed by the signal handler. The
// bottom frame is always correct as it is picked up from the signal
// structure, not the stack. Check if this is the case and if so,
// remove.
// Remove up to two frames.
maxiter := 2
// Allow one different sample for this many samples with the same
// second-to-last frame.
similarSamples := 32
margin := len(p.Sample) / similarSamples
for iter := 0; iter < maxiter; iter++ {
addr1 := make(map[uint64]int)
for _, s := range p.Sample {
if len(s.Location) > 1 {
a := s.Location[1].Address
addr1[a] = addr1[a] + 1
}
}
for id1, count := range addr1 {
if count >= len(p.Sample)-margin {
// Found uninteresting frame, strip it out from all samples
for _, s := range p.Sample {
if len(s.Location) > 1 && s.Location[1].Address == id1 {
s.Location = append(s.Location[:1], s.Location[2:]...)
}
}
break
}
}
}
if err := p.ParseMemoryMap(bytes.NewBuffer(b)); err != nil {
return nil, err
}
cleanupDuplicateLocations(p)
return p, nil
}
func cleanupDuplicateLocations(p *Profile) {
// The profile handler may duplicate the leaf frame, because it gets
// its address both from stack unwinding and from the signal
// context. Detect this and delete the duplicate, which has been
// adjusted by -1. The leaf address should not be adjusted as it is
// not a call.
for _, s := range p.Sample {
if len(s.Location) > 1 && s.Location[0].Address == s.Location[1].Address+1 {
s.Location = append(s.Location[:1], s.Location[2:]...)
}
}
}
// parseCPUSamples parses a collection of profilez samples from a
// profile.
//
// profilez samples are a repeated sequence of stack frames of the
// form:
// 1st word -- The number of times this stack was encountered.
// 2nd word -- The size of the stack (StackSize).
// 3rd word -- The first address on the stack.
// ...
// StackSize + 2 -- The last address on the stack
// The last stack trace is of the form:
// 1st word -- 0
// 2nd word -- 1
// 3rd word -- 0
//
// Addresses from stack traces may point to the next instruction after
// each call. Optionally adjust by -1 to land somewhere on the actual
// call (except for the leaf, which is not a call).
func parseCPUSamples(b []byte, parse func(b []byte) (uint64, []byte), adjust bool, p *Profile) ([]byte, map[uint64]*Location, error) {
locs := make(map[uint64]*Location)
for len(b) > 0 {
var count, nstk uint64
count, b = parse(b)
nstk, b = parse(b)
if b == nil || nstk > uint64(len(b)/4) {
return nil, nil, errUnrecognized
}
var sloc []*Location
addrs := make([]uint64, nstk)
for i := 0; i < int(nstk); i++ {
addrs[i], b = parse(b)
}
if count == 0 && nstk == 1 && addrs[0] == 0 {
// End of data marker
break
}
for i, addr := range addrs {
if adjust && i > 0 {
addr--
}
loc := locs[addr]
if loc == nil {
loc = &Location{
Address: addr,
}
locs[addr] = loc
p.Location = append(p.Location, loc)
}
sloc = append(sloc, loc)
}
p.Sample = append(p.Sample,
&Sample{
Value: []int64{int64(count), int64(count) * p.Period},
Location: sloc,
})
}
// Reached the end without finding the EOD marker.
return b, locs, nil
}
// parseHeap parses a heapz legacy or a growthz profile and
// returns a newly populated Profile.
func parseHeap(b []byte) (p *Profile, err error) {
s := bufio.NewScanner(bytes.NewBuffer(b))
if !s.Scan() {
if err := s.Err(); err != nil {
return nil, err
}
return nil, errUnrecognized
}
p = &Profile{}
sampling := ""
hasAlloc := false
line := s.Text()
p.PeriodType = &ValueType{Type: "space", Unit: "bytes"}
if header := heapHeaderRE.FindStringSubmatch(line); header != nil {
sampling, p.Period, hasAlloc, err = parseHeapHeader(line)
if err != nil {
return nil, err
}
} else if header = growthHeaderRE.FindStringSubmatch(line); header != nil {
p.Period = 1
} else if header = fragmentationHeaderRE.FindStringSubmatch(line); header != nil {
p.Period = 1
} else {
return nil, errUnrecognized
}
if hasAlloc {
// Put alloc before inuse so that default pprof selection
// will prefer inuse_space.
p.SampleType = []*ValueType{
{Type: "alloc_objects", Unit: "count"},
{Type: "alloc_space", Unit: "bytes"},
{Type: "inuse_objects", Unit: "count"},
{Type: "inuse_space", Unit: "bytes"},
}
} else {
p.SampleType = []*ValueType{
{Type: "objects", Unit: "count"},
{Type: "space", Unit: "bytes"},
}
}
locs := make(map[uint64]*Location)
for s.Scan() {
line := strings.TrimSpace(s.Text())
if isSpaceOrComment(line) {
continue
}
if isMemoryMapSentinel(line) {
break
}
value, blocksize, addrs, err := parseHeapSample(line, p.Period, sampling, hasAlloc)
if err != nil {
return nil, err
}
var sloc []*Location
for _, addr := range addrs {
// Addresses from stack traces point to the next instruction after
// each call. Adjust by -1 to land somewhere on the actual call.
addr--
loc := locs[addr]
if locs[addr] == nil {
loc = &Location{
Address: addr,
}
p.Location = append(p.Location, loc)
locs[addr] = loc
}
sloc = append(sloc, loc)
}
p.Sample = append(p.Sample, &Sample{
Value: value,
Location: sloc,
NumLabel: map[string][]int64{"bytes": {blocksize}},
})
}
if err := s.Err(); err != nil {
return nil, err
}
if err := parseAdditionalSections(s, p); err != nil {
return nil, err
}
return p, nil
}
func parseHeapHeader(line string) (sampling string, period int64, hasAlloc bool, err error) {
header := heapHeaderRE.FindStringSubmatch(line)
if header == nil {
return "", 0, false, errUnrecognized
}
if len(header[6]) > 0 {
if period, err = strconv.ParseInt(header[6], 10, 64); err != nil {
return "", 0, false, errUnrecognized
}
}
if (header[3] != header[1] && header[3] != "0") || (header[4] != header[2] && header[4] != "0") {
hasAlloc = true
}
switch header[5] {
case "heapz_v2", "heap_v2":
return "v2", period, hasAlloc, nil
case "heapprofile":
return "", 1, hasAlloc, nil
case "heap":
return "v2", period / 2, hasAlloc, nil
default:
return "", 0, false, errUnrecognized
}
}
// parseHeapSample parses a single row from a heap profile into a new Sample.
func parseHeapSample(line string, rate int64, sampling string, includeAlloc bool) (value []int64, blocksize int64, addrs []uint64, err error) {
sampleData := heapSampleRE.FindStringSubmatch(line)
if len(sampleData) != 6 {
return nil, 0, nil, fmt.Errorf("unexpected number of sample values: got %d, want 6", len(sampleData))
}
// This is a local-scoped helper function to avoid needing to pass
// around rate, sampling and many return parameters.
addValues := func(countString, sizeString string, label string) error {
count, err := strconv.ParseInt(countString, 10, 64)
if err != nil {
return fmt.Errorf("malformed sample: %s: %v", line, err)
}
size, err := strconv.ParseInt(sizeString, 10, 64)
if err != nil {
return fmt.Errorf("malformed sample: %s: %v", line, err)
}
if count == 0 && size != 0 {
return fmt.Errorf("%s count was 0 but %s bytes was %d", label, label, size)
}
if count != 0 {
blocksize = size / count
if sampling == "v2" {
count, size = scaleHeapSample(count, size, rate)
}
}
value = append(value, count, size)
return nil
}
if includeAlloc {
if err := addValues(sampleData[3], sampleData[4], "allocation"); err != nil {
return nil, 0, nil, err
}
}
if err := addValues(sampleData[1], sampleData[2], "inuse"); err != nil {
return nil, 0, nil, err
}
addrs, err = parseHexAddresses(sampleData[5])
if err != nil {
return nil, 0, nil, fmt.Errorf("malformed sample: %s: %v", line, err)
}
return value, blocksize, addrs, nil
}
// parseHexAddresses extracts hex numbers from a string, attempts to convert
// each to an unsigned 64-bit number and returns the resulting numbers as a
// slice, or an error if the string contains hex numbers which are too large to
// handle (which means a malformed profile).
func parseHexAddresses(s string) ([]uint64, error) {
hexStrings := hexNumberRE.FindAllString(s, -1)
var addrs []uint64
for _, s := range hexStrings {
if addr, err := strconv.ParseUint(s, 0, 64); err == nil {
addrs = append(addrs, addr)
} else {
return nil, fmt.Errorf("failed to parse as hex 64-bit number: %s", s)
}
}
return addrs, nil
}
// scaleHeapSample adjusts the data from a heapz Sample to
// account for its probability of appearing in the collected
// data. heapz profiles are a sampling of the memory allocations
// requests in a program. We estimate the unsampled value by dividing
// each collected sample by its probability of appearing in the
// profile. heapz v2 profiles rely on a poisson process to determine
// which samples to collect, based on the desired average collection
// rate R. The probability of a sample of size S to appear in that
// profile is 1-exp(-S/R).
func scaleHeapSample(count, size, rate int64) (int64, int64) {
if count == 0 || size == 0 {
return 0, 0
}
if rate <= 1 {
// if rate==1 all samples were collected so no adjustment is needed.
// if rate<1 treat as unknown and skip scaling.
return count, size
}
avgSize := float64(size) / float64(count)
scale := 1 / (1 - math.Exp(-avgSize/float64(rate)))
return int64(float64(count) * scale), int64(float64(size) * scale)
}
// parseContention parses a mutex or contention profile. There are 2 cases:
// "--- contentionz " for legacy C++ profiles (and backwards compatibility)
// "--- mutex:" or "--- contention:" for profiles generated by the Go runtime.
func parseContention(b []byte) (*Profile, error) {
s := bufio.NewScanner(bytes.NewBuffer(b))
if !s.Scan() {
if err := s.Err(); err != nil {
return nil, err
}
return nil, errUnrecognized
}
switch l := s.Text(); {
case strings.HasPrefix(l, "--- contentionz "):
case strings.HasPrefix(l, "--- mutex:"):
case strings.HasPrefix(l, "--- contention:"):
default:
return nil, errUnrecognized
}
p := &Profile{
PeriodType: &ValueType{Type: "contentions", Unit: "count"},
Period: 1,
SampleType: []*ValueType{
{Type: "contentions", Unit: "count"},
{Type: "delay", Unit: "nanoseconds"},
},
}
var cpuHz int64
// Parse text of the form "attribute = value" before the samples.
const delimiter = "="
for s.Scan() {
line := s.Text()
if line = strings.TrimSpace(line); isSpaceOrComment(line) {
continue
}
if strings.HasPrefix(line, "---") {
break
}
attr := strings.SplitN(line, delimiter, 2)
if len(attr) != 2 {
break
}
key, val := strings.TrimSpace(attr[0]), strings.TrimSpace(attr[1])
var err error
switch key {
case "cycles/second":
if cpuHz, err = strconv.ParseInt(val, 0, 64); err != nil {
return nil, errUnrecognized
}
case "sampling period":
if p.Period, err = strconv.ParseInt(val, 0, 64); err != nil {
return nil, errUnrecognized
}
case "ms since reset":
ms, err := strconv.ParseInt(val, 0, 64)
if err != nil {
return nil, errUnrecognized
}
p.DurationNanos = ms * 1000 * 1000
case "format":
// CPP contentionz profiles don't have format.
return nil, errUnrecognized
case "resolution":
// CPP contentionz profiles don't have resolution.
return nil, errUnrecognized
case "discarded samples":
default:
return nil, errUnrecognized
}
}
if err := s.Err(); err != nil {
return nil, err
}
locs := make(map[uint64]*Location)
for {
line := strings.TrimSpace(s.Text())
if strings.HasPrefix(line, "---") {
break
}
if !isSpaceOrComment(line) {
value, addrs, err := parseContentionSample(line, p.Period, cpuHz)
if err != nil {
return nil, err
}
var sloc []*Location
for _, addr := range addrs {
// Addresses from stack traces point to the next instruction after
// each call. Adjust by -1 to land somewhere on the actual call.
addr--
loc := locs[addr]
if locs[addr] == nil {
loc = &Location{
Address: addr,
}
p.Location = append(p.Location, loc)
locs[addr] = loc
}
sloc = append(sloc, loc)
}
p.Sample = append(p.Sample, &Sample{
Value: value,
Location: sloc,
})
}
if !s.Scan() {
break
}
}
if err := s.Err(); err != nil {
return nil, err
}
if err := parseAdditionalSections(s, p); err != nil {
return nil, err
}
return p, nil
}
// parseContentionSample parses a single row from a contention profile
// into a new Sample.
func parseContentionSample(line string, period, cpuHz int64) (value []int64, addrs []uint64, err error) {
sampleData := contentionSampleRE.FindStringSubmatch(line)
if sampleData == nil {
return nil, nil, errUnrecognized
}
v1, err := strconv.ParseInt(sampleData[1], 10, 64)
if err != nil {
return nil, nil, fmt.Errorf("malformed sample: %s: %v", line, err)
}
v2, err := strconv.ParseInt(sampleData[2], 10, 64)
if err != nil {
return nil, nil, fmt.Errorf("malformed sample: %s: %v", line, err)
}
// Unsample values if period and cpuHz are available.
// - Delays are scaled to cycles and then to nanoseconds.
// - Contentions are scaled to cycles.
if period > 0 {
if cpuHz > 0 {
cpuGHz := float64(cpuHz) / 1e9
v1 = int64(float64(v1) * float64(period) / cpuGHz)
}
v2 = v2 * period
}
value = []int64{v2, v1}
addrs, err = parseHexAddresses(sampleData[3])
if err != nil {
return nil, nil, fmt.Errorf("malformed sample: %s: %v", line, err)
}
return value, addrs, nil
}
// parseThread parses a Threadz profile and returns a new Profile.
func parseThread(b []byte) (*Profile, error) {
s := bufio.NewScanner(bytes.NewBuffer(b))
// Skip past comments and empty lines seeking a real header.
for s.Scan() && isSpaceOrComment(s.Text()) {
}
line := s.Text()
if m := threadzStartRE.FindStringSubmatch(line); m != nil {
// Advance over initial comments until first stack trace.
for s.Scan() {
if line = s.Text(); isMemoryMapSentinel(line) || strings.HasPrefix(line, "-") {
break
}
}
} else if t := threadStartRE.FindStringSubmatch(line); len(t) != 4 {
return nil, errUnrecognized
}
p := &Profile{
SampleType: []*ValueType{{Type: "thread", Unit: "count"}},
PeriodType: &ValueType{Type: "thread", Unit: "count"},
Period: 1,
}
locs := make(map[uint64]*Location)
// Recognize each thread and populate profile samples.
for !isMemoryMapSentinel(line) {
if strings.HasPrefix(line, "---- no stack trace for") {
line = ""
break
}
if t := threadStartRE.FindStringSubmatch(line); len(t) != 4 {
return nil, errUnrecognized
}
var addrs []uint64
var err error
line, addrs, err = parseThreadSample(s)
if err != nil {
return nil, err
}
if len(addrs) == 0 {
// We got a --same as previous threads--. Bump counters.
if len(p.Sample) > 0 {
s := p.Sample[len(p.Sample)-1]
s.Value[0]++
}
continue
}
var sloc []*Location
for i, addr := range addrs {
// Addresses from stack traces point to the next instruction after
// each call. Adjust by -1 to land somewhere on the actual call
// (except for the leaf, which is not a call).
if i > 0 {
addr--
}
loc := locs[addr]
if locs[addr] == nil {
loc = &Location{
Address: addr,
}
p.Location = append(p.Location, loc)
locs[addr] = loc
}
sloc = append(sloc, loc)
}
p.Sample = append(p.Sample, &Sample{
Value: []int64{1},
Location: sloc,
})
}
if err := parseAdditionalSections(s, p); err != nil {
return nil, err
}
cleanupDuplicateLocations(p)
return p, nil
}
// parseThreadSample parses a symbolized or unsymbolized stack trace.
// Returns the first line after the traceback, the sample (or nil if
// it hits a 'same-as-previous' marker) and an error.
func parseThreadSample(s *bufio.Scanner) (nextl string, addrs []uint64, err error) {
var line string
sameAsPrevious := false
for s.Scan() {
line = strings.TrimSpace(s.Text())
if line == "" {
continue
}
if strings.HasPrefix(line, "---") {
break
}
if strings.Contains(line, "same as previous thread") {
sameAsPrevious = true
continue
}
curAddrs, err := parseHexAddresses(line)
if err != nil {
return "", nil, fmt.Errorf("malformed sample: %s: %v", line, err)
}
addrs = append(addrs, curAddrs...)
}
if err := s.Err(); err != nil {
return "", nil, err
}
if sameAsPrevious {
return line, nil, nil
}
return line, addrs, nil
}
// parseAdditionalSections parses any additional sections in the
// profile, ignoring any unrecognized sections.
func parseAdditionalSections(s *bufio.Scanner, p *Profile) error {
for !isMemoryMapSentinel(s.Text()) && s.Scan() {
}
if err := s.Err(); err != nil {
return err
}
return p.ParseMemoryMapFromScanner(s)
}
// ParseProcMaps parses a memory map in the format of /proc/self/maps.
// ParseMemoryMap should be called after setting on a profile to
// associate locations to the corresponding mapping based on their
// address.
func ParseProcMaps(rd io.Reader) ([]*Mapping, error) {
s := bufio.NewScanner(rd)
return parseProcMapsFromScanner(s)
}
func parseProcMapsFromScanner(s *bufio.Scanner) ([]*Mapping, error) {
var mapping []*Mapping
var attrs []string
const delimiter = "="
r := strings.NewReplacer()
for s.Scan() {
line := r.Replace(removeLoggingInfo(s.Text()))
m, err := parseMappingEntry(line)
if err != nil {
if err == errUnrecognized {
// Recognize assignments of the form: attr=value, and replace
// $attr with value on subsequent mappings.
if attr := strings.SplitN(line, delimiter, 2); len(attr) == 2 {
attrs = append(attrs, "$"+strings.TrimSpace(attr[0]), strings.TrimSpace(attr[1]))
r = strings.NewReplacer(attrs...)
}
// Ignore any unrecognized entries
continue
}
return nil, err
}
if m == nil {
continue
}
mapping = append(mapping, m)
}
if err := s.Err(); err != nil {
return nil, err
}
return mapping, nil
}
// removeLoggingInfo detects and removes log prefix entries generated
// by the glog package. If no logging prefix is detected, the string
// is returned unmodified.
func removeLoggingInfo(line string) string {
if match := logInfoRE.FindStringIndex(line); match != nil {
return line[match[1]:]
}
return line
}
// ParseMemoryMap parses a memory map in the format of
// /proc/self/maps, and overrides the mappings in the current profile.
// It renumbers the samples and locations in the profile correspondingly.
func (p *Profile) ParseMemoryMap(rd io.Reader) error {
return p.ParseMemoryMapFromScanner(bufio.NewScanner(rd))
}
// ParseMemoryMapFromScanner parses a memory map in the format of
// /proc/self/maps or a variety of legacy format, and overrides the
// mappings in the current profile. It renumbers the samples and
// locations in the profile correspondingly.
func (p *Profile) ParseMemoryMapFromScanner(s *bufio.Scanner) error {
mapping, err := parseProcMapsFromScanner(s)
if err != nil {
return err
}
p.Mapping = append(p.Mapping, mapping...)
p.massageMappings()
p.remapLocationIDs()
p.remapFunctionIDs()
p.remapMappingIDs()
return nil
}
func parseMappingEntry(l string) (*Mapping, error) {
var start, end, perm, file, offset, buildID string
if me := procMapsRE.FindStringSubmatch(l); len(me) == 6 {
start, end, perm, offset, file = me[1], me[2], me[3], me[4], me[5]
} else if me := briefMapsRE.FindStringSubmatch(l); len(me) == 7 {
start, end, perm, file, offset, buildID = me[1], me[2], me[3], me[4], me[5], me[6]
} else {
return nil, errUnrecognized
}
var err error
mapping := &Mapping{
File: file,
BuildID: buildID,
}
if perm != "" && !strings.Contains(perm, "x") {
// Skip non-executable entries.
return nil, nil
}
if mapping.Start, err = strconv.ParseUint(start, 16, 64); err != nil {
return nil, errUnrecognized
}
if mapping.Limit, err = strconv.ParseUint(end, 16, 64); err != nil {
return nil, errUnrecognized
}
if offset != "" {
if mapping.Offset, err = strconv.ParseUint(offset, 16, 64); err != nil {
return nil, errUnrecognized
}
}
return mapping, nil
}
var memoryMapSentinels = []string{
"--- Memory map: ---",
"MAPPED_LIBRARIES:",
}
// isMemoryMapSentinel returns true if the string contains one of the
// known sentinels for memory map information.
func isMemoryMapSentinel(line string) bool {
for _, s := range memoryMapSentinels {
if strings.Contains(line, s) {
return true
}
}
return false
}
func (p *Profile) addLegacyFrameInfo() {
switch {
case isProfileType(p, heapzSampleTypes):
p.DropFrames, p.KeepFrames = allocRxStr, allocSkipRxStr
case isProfileType(p, contentionzSampleTypes):
p.DropFrames, p.KeepFrames = lockRxStr, ""
default:
p.DropFrames, p.KeepFrames = cpuProfilerRxStr, ""
}
}
var heapzSampleTypes = [][]string{
{"allocations", "size"}, // early Go pprof profiles
{"objects", "space"},
{"inuse_objects", "inuse_space"},
{"alloc_objects", "alloc_space"},
{"alloc_objects", "alloc_space", "inuse_objects", "inuse_space"}, // Go pprof legacy profiles
}
var contentionzSampleTypes = [][]string{
{"contentions", "delay"},
}
func isProfileType(p *Profile, types [][]string) bool {
st := p.SampleType
nextType:
for _, t := range types {
if len(st) != len(t) {
continue
}
for i := range st {
if st[i].Type != t[i] {
continue nextType
}
}
return true
}
return false
}
var allocRxStr = strings.Join([]string{
// POSIX entry points.
`calloc`,
`cfree`,
`malloc`,
`free`,
`memalign`,
`do_memalign`,
`(__)?posix_memalign`,
`pvalloc`,
`valloc`,
`realloc`,
// TC malloc.
`tcmalloc::.*`,
`tc_calloc`,
`tc_cfree`,
`tc_malloc`,
`tc_free`,
`tc_memalign`,
`tc_posix_memalign`,
`tc_pvalloc`,
`tc_valloc`,
`tc_realloc`,
`tc_new`,
`tc_delete`,
`tc_newarray`,
`tc_deletearray`,
`tc_new_nothrow`,
`tc_newarray_nothrow`,
// Memory-allocation routines on OS X.
`malloc_zone_malloc`,
`malloc_zone_calloc`,
`malloc_zone_valloc`,
`malloc_zone_realloc`,
`malloc_zone_memalign`,
`malloc_zone_free`,
// Go runtime
`runtime\..*`,
// Other misc. memory allocation routines
`BaseArena::.*`,
`(::)?do_malloc_no_errno`,
`(::)?do_malloc_pages`,
`(::)?do_malloc`,
`DoSampledAllocation`,
`MallocedMemBlock::MallocedMemBlock`,
`_M_allocate`,
`__builtin_(vec_)?delete`,
`__builtin_(vec_)?new`,
`__gnu_cxx::new_allocator::allocate`,
`__libc_malloc`,
`__malloc_alloc_template::allocate`,
`allocate`,
`cpp_alloc`,
`operator new(\[\])?`,
`simple_alloc::allocate`,
}, `|`)
var allocSkipRxStr = strings.Join([]string{
// Preserve Go runtime frames that appear in the middle/bottom of
// the stack.
`runtime\.panic`,
`runtime\.reflectcall`,
`runtime\.call[0-9]*`,
}, `|`)
var cpuProfilerRxStr = strings.Join([]string{
`ProfileData::Add`,
`ProfileData::prof_handler`,
`CpuProfiler::prof_handler`,
`__pthread_sighandler`,
`__restore`,
}, `|`)
var lockRxStr = strings.Join([]string{
`RecordLockProfileData`,
`(base::)?RecordLockProfileData.*`,
`(base::)?SubmitMutexProfileData.*`,
`(base::)?SubmitSpinLockProfileData.*`,
`(base::Mutex::)?AwaitCommon.*`,
`(base::Mutex::)?Unlock.*`,
`(base::Mutex::)?UnlockSlow.*`,
`(base::Mutex::)?ReaderUnlock.*`,
`(base::MutexLock::)?~MutexLock.*`,
`(Mutex::)?AwaitCommon.*`,
`(Mutex::)?Unlock.*`,
`(Mutex::)?UnlockSlow.*`,
`(Mutex::)?ReaderUnlock.*`,
`(MutexLock::)?~MutexLock.*`,
`(SpinLock::)?Unlock.*`,
`(SpinLock::)?SlowUnlock.*`,
`(SpinLockHolder::)?~SpinLockHolder.*`,
}, `|`)
|