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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