1 //===- xray-account.h - XRay Function Call Accounting ---------------------===//
2 //
3 // The LLVM Compiler Infrastructure
4 //
5 // This file is distributed under the University of Illinois Open Source
6 // License. See LICENSE.TXT for details.
7 //
8 //===----------------------------------------------------------------------===//
9 //
10 // This file implements basic function call accounting from an XRay trace.
11 //
12 //===----------------------------------------------------------------------===//
13
14 #include <algorithm>
15 #include <cassert>
16 #include <numeric>
17 #include <system_error>
18 #include <utility>
19
20 #include "xray-account.h"
21 #include "xray-registry.h"
22 #include "llvm/Support/ErrorHandling.h"
23 #include "llvm/Support/FormatVariadic.h"
24 #include "llvm/XRay/InstrumentationMap.h"
25 #include "llvm/XRay/Trace.h"
26
27 using namespace llvm;
28 using namespace llvm::xray;
29
30 static cl::SubCommand Account("account", "Function call accounting");
31 static cl::opt<std::string> AccountInput(cl::Positional,
32 cl::desc("<xray log file>"),
33 cl::Required, cl::sub(Account));
34 static cl::opt<bool>
35 AccountKeepGoing("keep-going", cl::desc("Keep going on errors encountered"),
36 cl::sub(Account), cl::init(false));
37 static cl::alias AccountKeepGoing2("k", cl::aliasopt(AccountKeepGoing),
38 cl::desc("Alias for -keep_going"),
39 cl::sub(Account));
40 static cl::opt<bool> AccountDeduceSiblingCalls(
41 "deduce-sibling-calls",
42 cl::desc("Deduce sibling calls when unrolling function call stacks"),
43 cl::sub(Account), cl::init(false));
44 static cl::alias
45 AccountDeduceSiblingCalls2("d", cl::aliasopt(AccountDeduceSiblingCalls),
46 cl::desc("Alias for -deduce_sibling_calls"),
47 cl::sub(Account));
48 static cl::opt<std::string>
49 AccountOutput("output", cl::value_desc("output file"), cl::init("-"),
50 cl::desc("output file; use '-' for stdout"),
51 cl::sub(Account));
52 static cl::alias AccountOutput2("o", cl::aliasopt(AccountOutput),
53 cl::desc("Alias for -output"),
54 cl::sub(Account));
55 enum class AccountOutputFormats { TEXT, CSV };
56 static cl::opt<AccountOutputFormats>
57 AccountOutputFormat("format", cl::desc("output format"),
58 cl::values(clEnumValN(AccountOutputFormats::TEXT,
59 "text", "report stats in text"),
60 clEnumValN(AccountOutputFormats::CSV, "csv",
61 "report stats in csv")),
62 cl::sub(Account));
63 static cl::alias AccountOutputFormat2("f", cl::desc("Alias of -format"),
64 cl::aliasopt(AccountOutputFormat),
65 cl::sub(Account));
66
67 enum class SortField {
68 FUNCID,
69 COUNT,
70 MIN,
71 MED,
72 PCT90,
73 PCT99,
74 MAX,
75 SUM,
76 FUNC,
77 };
78
79 static cl::opt<SortField> AccountSortOutput(
80 "sort", cl::desc("sort output by this field"), cl::value_desc("field"),
81 cl::sub(Account), cl::init(SortField::FUNCID),
82 cl::values(clEnumValN(SortField::FUNCID, "funcid", "function id"),
83 clEnumValN(SortField::COUNT, "count", "funciton call counts"),
84 clEnumValN(SortField::MIN, "min", "minimum function durations"),
85 clEnumValN(SortField::MED, "med", "median function durations"),
86 clEnumValN(SortField::PCT90, "90p", "90th percentile durations"),
87 clEnumValN(SortField::PCT99, "99p", "99th percentile durations"),
88 clEnumValN(SortField::MAX, "max", "maximum function durations"),
89 clEnumValN(SortField::SUM, "sum", "sum of call durations"),
90 clEnumValN(SortField::FUNC, "func", "function names")));
91 static cl::alias AccountSortOutput2("s", cl::aliasopt(AccountSortOutput),
92 cl::desc("Alias for -sort"),
93 cl::sub(Account));
94
95 enum class SortDirection {
96 ASCENDING,
97 DESCENDING,
98 };
99 static cl::opt<SortDirection> AccountSortOrder(
100 "sortorder", cl::desc("sort ordering"), cl::init(SortDirection::ASCENDING),
101 cl::values(clEnumValN(SortDirection::ASCENDING, "asc", "ascending"),
102 clEnumValN(SortDirection::DESCENDING, "dsc", "descending")),
103 cl::sub(Account));
104 static cl::alias AccountSortOrder2("r", cl::aliasopt(AccountSortOrder),
105 cl::desc("Alias for -sortorder"),
106 cl::sub(Account));
107
108 static cl::opt<int> AccountTop("top", cl::desc("only show the top N results"),
109 cl::value_desc("N"), cl::sub(Account),
110 cl::init(-1));
111 static cl::alias AccountTop2("p", cl::desc("Alias for -top"),
112 cl::aliasopt(AccountTop), cl::sub(Account));
113
114 static cl::opt<std::string>
115 AccountInstrMap("instr_map",
116 cl::desc("binary with the instrumentation map, or "
117 "a separate instrumentation map"),
118 cl::value_desc("binary with xray_instr_map"),
119 cl::sub(Account), cl::init(""));
120 static cl::alias AccountInstrMap2("m", cl::aliasopt(AccountInstrMap),
121 cl::desc("Alias for -instr_map"),
122 cl::sub(Account));
123
124 namespace {
125
setMinMax(std::pair<T,T> & MM,U && V)126 template <class T, class U> void setMinMax(std::pair<T, T> &MM, U &&V) {
127 if (MM.first == 0 || MM.second == 0)
128 MM = std::make_pair(std::forward<U>(V), std::forward<U>(V));
129 else
130 MM = std::make_pair(std::min(MM.first, V), std::max(MM.second, V));
131 }
132
diff(T L,T R)133 template <class T> T diff(T L, T R) { return std::max(L, R) - std::min(L, R); }
134
135 } // namespace
136
accountRecord(const XRayRecord & Record)137 bool LatencyAccountant::accountRecord(const XRayRecord &Record) {
138 setMinMax(PerThreadMinMaxTSC[Record.TId], Record.TSC);
139 setMinMax(PerCPUMinMaxTSC[Record.CPU], Record.TSC);
140
141 if (CurrentMaxTSC == 0)
142 CurrentMaxTSC = Record.TSC;
143
144 if (Record.TSC < CurrentMaxTSC)
145 return false;
146
147 auto &ThreadStack = PerThreadFunctionStack[Record.TId];
148 switch (Record.Type) {
149 case RecordTypes::ENTER:
150 case RecordTypes::ENTER_ARG: {
151 ThreadStack.emplace_back(Record.FuncId, Record.TSC);
152 break;
153 }
154 case RecordTypes::EXIT:
155 case RecordTypes::TAIL_EXIT: {
156 if (ThreadStack.empty())
157 return false;
158
159 if (ThreadStack.back().first == Record.FuncId) {
160 const auto &Top = ThreadStack.back();
161 recordLatency(Top.first, diff(Top.second, Record.TSC));
162 ThreadStack.pop_back();
163 break;
164 }
165
166 if (!DeduceSiblingCalls)
167 return false;
168
169 // Look for the parent up the stack.
170 auto Parent =
171 std::find_if(ThreadStack.rbegin(), ThreadStack.rend(),
172 [&](const std::pair<const int32_t, uint64_t> &E) {
173 return E.first == Record.FuncId;
174 });
175 if (Parent == ThreadStack.rend())
176 return false;
177
178 // Account time for this apparently sibling call exit up the stack.
179 // Considering the following case:
180 //
181 // f()
182 // g()
183 // h()
184 //
185 // We might only ever see the following entries:
186 //
187 // -> f()
188 // -> g()
189 // -> h()
190 // <- h()
191 // <- f()
192 //
193 // Now we don't see the exit to g() because some older version of the XRay
194 // runtime wasn't instrumenting tail exits. If we don't deduce tail calls,
195 // we may potentially never account time for g() -- and this code would have
196 // already bailed out, because `<- f()` doesn't match the current "top" of
197 // stack where we're waiting for the exit to `g()` instead. This is not
198 // ideal and brittle -- so instead we provide a potentially inaccurate
199 // accounting of g() instead, computing it from the exit of f().
200 //
201 // While it might be better that we account the time between `-> g()` and
202 // `-> h()` as the proper accounting of time for g() here, this introduces
203 // complexity to do correctly (need to backtrack, etc.).
204 //
205 // FIXME: Potentially implement the more complex deduction algorithm?
206 auto I = std::next(Parent).base();
207 for (auto &E : make_range(I, ThreadStack.end())) {
208 recordLatency(E.first, diff(E.second, Record.TSC));
209 }
210 ThreadStack.erase(I, ThreadStack.end());
211 break;
212 }
213 }
214
215 return true;
216 }
217
218 namespace {
219
220 // We consolidate the data into a struct which we can output in various forms.
221 struct ResultRow {
222 uint64_t Count;
223 double Min;
224 double Median;
225 double Pct90;
226 double Pct99;
227 double Max;
228 double Sum;
229 std::string DebugInfo;
230 std::string Function;
231 };
232
getStats(std::vector<uint64_t> & Timings)233 ResultRow getStats(std::vector<uint64_t> &Timings) {
234 assert(!Timings.empty());
235 ResultRow R;
236 R.Sum = std::accumulate(Timings.begin(), Timings.end(), 0.0);
237 auto MinMax = std::minmax_element(Timings.begin(), Timings.end());
238 R.Min = *MinMax.first;
239 R.Max = *MinMax.second;
240 R.Count = Timings.size();
241
242 auto MedianOff = Timings.size() / 2;
243 std::nth_element(Timings.begin(), Timings.begin() + MedianOff, Timings.end());
244 R.Median = Timings[MedianOff];
245
246 auto Pct90Off = std::floor(Timings.size() * 0.9);
247 std::nth_element(Timings.begin(), Timings.begin() + Pct90Off, Timings.end());
248 R.Pct90 = Timings[Pct90Off];
249
250 auto Pct99Off = std::floor(Timings.size() * 0.99);
251 std::nth_element(Timings.begin(), Timings.begin() + Pct99Off, Timings.end());
252 R.Pct99 = Timings[Pct99Off];
253 return R;
254 }
255
256 } // namespace
257
258 template <class F>
exportStats(const XRayFileHeader & Header,F Fn) const259 void LatencyAccountant::exportStats(const XRayFileHeader &Header, F Fn) const {
260 using TupleType = std::tuple<int32_t, uint64_t, ResultRow>;
261 std::vector<TupleType> Results;
262 Results.reserve(FunctionLatencies.size());
263 for (auto FT : FunctionLatencies) {
264 const auto &FuncId = FT.first;
265 auto &Timings = FT.second;
266 Results.emplace_back(FuncId, Timings.size(), getStats(Timings));
267 auto &Row = std::get<2>(Results.back());
268 if (Header.CycleFrequency) {
269 double CycleFrequency = Header.CycleFrequency;
270 Row.Min /= CycleFrequency;
271 Row.Median /= CycleFrequency;
272 Row.Pct90 /= CycleFrequency;
273 Row.Pct99 /= CycleFrequency;
274 Row.Max /= CycleFrequency;
275 Row.Sum /= CycleFrequency;
276 }
277
278 Row.Function = FuncIdHelper.SymbolOrNumber(FuncId);
279 Row.DebugInfo = FuncIdHelper.FileLineAndColumn(FuncId);
280 }
281
282 // Sort the data according to user-provided flags.
283 switch (AccountSortOutput) {
284 case SortField::FUNCID:
285 llvm::sort(Results.begin(), Results.end(),
286 [](const TupleType &L, const TupleType &R) {
287 if (AccountSortOrder == SortDirection::ASCENDING)
288 return std::get<0>(L) < std::get<0>(R);
289 if (AccountSortOrder == SortDirection::DESCENDING)
290 return std::get<0>(L) > std::get<0>(R);
291 llvm_unreachable("Unknown sort direction");
292 });
293 break;
294 case SortField::COUNT:
295 llvm::sort(Results.begin(), Results.end(),
296 [](const TupleType &L, const TupleType &R) {
297 if (AccountSortOrder == SortDirection::ASCENDING)
298 return std::get<1>(L) < std::get<1>(R);
299 if (AccountSortOrder == SortDirection::DESCENDING)
300 return std::get<1>(L) > std::get<1>(R);
301 llvm_unreachable("Unknown sort direction");
302 });
303 break;
304 default:
305 // Here we need to look into the ResultRow for the rest of the data that
306 // we want to sort by.
307 llvm::sort(Results.begin(), Results.end(),
308 [&](const TupleType &L, const TupleType &R) {
309 auto &LR = std::get<2>(L);
310 auto &RR = std::get<2>(R);
311 switch (AccountSortOutput) {
312 case SortField::COUNT:
313 if (AccountSortOrder == SortDirection::ASCENDING)
314 return LR.Count < RR.Count;
315 if (AccountSortOrder == SortDirection::DESCENDING)
316 return LR.Count > RR.Count;
317 llvm_unreachable("Unknown sort direction");
318 case SortField::MIN:
319 if (AccountSortOrder == SortDirection::ASCENDING)
320 return LR.Min < RR.Min;
321 if (AccountSortOrder == SortDirection::DESCENDING)
322 return LR.Min > RR.Min;
323 llvm_unreachable("Unknown sort direction");
324 case SortField::MED:
325 if (AccountSortOrder == SortDirection::ASCENDING)
326 return LR.Median < RR.Median;
327 if (AccountSortOrder == SortDirection::DESCENDING)
328 return LR.Median > RR.Median;
329 llvm_unreachable("Unknown sort direction");
330 case SortField::PCT90:
331 if (AccountSortOrder == SortDirection::ASCENDING)
332 return LR.Pct90 < RR.Pct90;
333 if (AccountSortOrder == SortDirection::DESCENDING)
334 return LR.Pct90 > RR.Pct90;
335 llvm_unreachable("Unknown sort direction");
336 case SortField::PCT99:
337 if (AccountSortOrder == SortDirection::ASCENDING)
338 return LR.Pct99 < RR.Pct99;
339 if (AccountSortOrder == SortDirection::DESCENDING)
340 return LR.Pct99 > RR.Pct99;
341 llvm_unreachable("Unknown sort direction");
342 case SortField::MAX:
343 if (AccountSortOrder == SortDirection::ASCENDING)
344 return LR.Max < RR.Max;
345 if (AccountSortOrder == SortDirection::DESCENDING)
346 return LR.Max > RR.Max;
347 llvm_unreachable("Unknown sort direction");
348 case SortField::SUM:
349 if (AccountSortOrder == SortDirection::ASCENDING)
350 return LR.Sum < RR.Sum;
351 if (AccountSortOrder == SortDirection::DESCENDING)
352 return LR.Sum > RR.Sum;
353 llvm_unreachable("Unknown sort direction");
354 default:
355 llvm_unreachable("Unsupported sort order");
356 }
357 });
358 break;
359 }
360
361 if (AccountTop > 0) {
362 auto MaxTop =
363 std::min(AccountTop.getValue(), static_cast<int>(Results.size()));
364 Results.erase(Results.begin() + MaxTop, Results.end());
365 }
366
367 for (const auto &R : Results)
368 Fn(std::get<0>(R), std::get<1>(R), std::get<2>(R));
369 }
370
exportStatsAsText(raw_ostream & OS,const XRayFileHeader & Header) const371 void LatencyAccountant::exportStatsAsText(raw_ostream &OS,
372 const XRayFileHeader &Header) const {
373 OS << "Functions with latencies: " << FunctionLatencies.size() << "\n";
374
375 // We spend some effort to make the text output more readable, so we do the
376 // following formatting decisions for each of the fields:
377 //
378 // - funcid: 32-bit, but we can determine the largest number and be
379 // between
380 // a minimum of 5 characters, up to 9 characters, right aligned.
381 // - count: 64-bit, but we can determine the largest number and be
382 // between
383 // a minimum of 5 characters, up to 9 characters, right aligned.
384 // - min, median, 90pct, 99pct, max: double precision, but we want to keep
385 // the values in seconds, with microsecond precision (0.000'001), so we
386 // have at most 6 significant digits, with the whole number part to be
387 // at
388 // least 1 character. For readability we'll right-align, with full 9
389 // characters each.
390 // - debug info, function name: we format this as a concatenation of the
391 // debug info and the function name.
392 //
393 static constexpr char StatsHeaderFormat[] =
394 "{0,+9} {1,+10} [{2,+9}, {3,+9}, {4,+9}, {5,+9}, {6,+9}] {7,+9}";
395 static constexpr char StatsFormat[] =
396 R"({0,+9} {1,+10} [{2,+9:f6}, {3,+9:f6}, {4,+9:f6}, {5,+9:f6}, {6,+9:f6}] {7,+9:f6})";
397 OS << llvm::formatv(StatsHeaderFormat, "funcid", "count", "min", "med", "90p",
398 "99p", "max", "sum")
399 << llvm::formatv(" {0,-12}\n", "function");
400 exportStats(Header, [&](int32_t FuncId, size_t Count, const ResultRow &Row) {
401 OS << llvm::formatv(StatsFormat, FuncId, Count, Row.Min, Row.Median,
402 Row.Pct90, Row.Pct99, Row.Max, Row.Sum)
403 << " " << Row.DebugInfo << ": " << Row.Function << "\n";
404 });
405 }
406
exportStatsAsCSV(raw_ostream & OS,const XRayFileHeader & Header) const407 void LatencyAccountant::exportStatsAsCSV(raw_ostream &OS,
408 const XRayFileHeader &Header) const {
409 OS << "funcid,count,min,median,90%ile,99%ile,max,sum,debug,function\n";
410 exportStats(Header, [&](int32_t FuncId, size_t Count, const ResultRow &Row) {
411 OS << FuncId << ',' << Count << ',' << Row.Min << ',' << Row.Median << ','
412 << Row.Pct90 << ',' << Row.Pct99 << ',' << Row.Max << "," << Row.Sum
413 << ",\"" << Row.DebugInfo << "\",\"" << Row.Function << "\"\n";
414 });
415 }
416
417 using namespace llvm::xray;
418
419 namespace llvm {
420 template <> struct format_provider<llvm::xray::RecordTypes> {
formatllvm::format_provider421 static void format(const llvm::xray::RecordTypes &T, raw_ostream &Stream,
422 StringRef Style) {
423 switch(T) {
424 case RecordTypes::ENTER:
425 Stream << "enter";
426 break;
427 case RecordTypes::ENTER_ARG:
428 Stream << "enter-arg";
429 break;
430 case RecordTypes::EXIT:
431 Stream << "exit";
432 break;
433 case RecordTypes::TAIL_EXIT:
434 Stream << "tail-exit";
435 break;
436 }
437 }
438 };
439 } // namespace llvm
440
__anon9fd330660902() 441 static CommandRegistration Unused(&Account, []() -> Error {
442 InstrumentationMap Map;
443 if (!AccountInstrMap.empty()) {
444 auto InstrumentationMapOrError = loadInstrumentationMap(AccountInstrMap);
445 if (!InstrumentationMapOrError)
446 return joinErrors(make_error<StringError>(
447 Twine("Cannot open instrumentation map '") +
448 AccountInstrMap + "'",
449 std::make_error_code(std::errc::invalid_argument)),
450 InstrumentationMapOrError.takeError());
451 Map = std::move(*InstrumentationMapOrError);
452 }
453
454 std::error_code EC;
455 raw_fd_ostream OS(AccountOutput, EC, sys::fs::OpenFlags::F_Text);
456 if (EC)
457 return make_error<StringError>(
458 Twine("Cannot open file '") + AccountOutput + "' for writing.", EC);
459
460 const auto &FunctionAddresses = Map.getFunctionAddresses();
461 symbolize::LLVMSymbolizer::Options Opts(
462 symbolize::FunctionNameKind::LinkageName, true, true, false, "");
463 symbolize::LLVMSymbolizer Symbolizer(Opts);
464 llvm::xray::FuncIdConversionHelper FuncIdHelper(AccountInstrMap, Symbolizer,
465 FunctionAddresses);
466 xray::LatencyAccountant FCA(FuncIdHelper, AccountDeduceSiblingCalls);
467 auto TraceOrErr = loadTraceFile(AccountInput);
468 if (!TraceOrErr)
469 return joinErrors(
470 make_error<StringError>(
471 Twine("Failed loading input file '") + AccountInput + "'",
472 std::make_error_code(std::errc::executable_format_error)),
473 TraceOrErr.takeError());
474
475 auto &T = *TraceOrErr;
476 for (const auto &Record : T) {
477 if (FCA.accountRecord(Record))
478 continue;
479 errs()
480 << "Error processing record: "
481 << llvm::formatv(
482 R"({{type: {0}; cpu: {1}; record-type: {2}; function-id: {3}; tsc: {4}; thread-id: {5}; process-id: {6}}})",
483 Record.RecordType, Record.CPU, Record.Type, Record.FuncId,
484 Record.TSC, Record.TId, Record.PId)
485 << '\n';
486 for (const auto &ThreadStack : FCA.getPerThreadFunctionStack()) {
487 errs() << "Thread ID: " << ThreadStack.first << "\n";
488 if (ThreadStack.second.empty()) {
489 errs() << " (empty stack)\n";
490 continue;
491 }
492 auto Level = ThreadStack.second.size();
493 for (const auto &Entry : llvm::reverse(ThreadStack.second))
494 errs() << " #" << Level-- << "\t"
495 << FuncIdHelper.SymbolOrNumber(Entry.first) << '\n';
496 }
497 if (!AccountKeepGoing)
498 return make_error<StringError>(
499 Twine("Failed accounting function calls in file '") + AccountInput +
500 "'.",
501 std::make_error_code(std::errc::executable_format_error));
502 }
503 switch (AccountOutputFormat) {
504 case AccountOutputFormats::TEXT:
505 FCA.exportStatsAsText(OS, T.getFileHeader());
506 break;
507 case AccountOutputFormats::CSV:
508 FCA.exportStatsAsCSV(OS, T.getFileHeader());
509 break;
510 }
511
512 return Error::success();
513 });
514