Add --hot-func-list to llvm-profdata show for sample profiles

[weihe]

Summary

Add the --hot-func-list feature to llvm-profdata show for sample profiles. This feature prints a list of hot functions whose max sample count are above the 99% threshold, with their numbers of total samples, total samples percentage, max samples, entry samples, and their function names.

Test Plan:

[wenlei]

llvm/tools/llvm-profdata/llvm-profdata.cpp

1059

Same, remove ColNum, then change to assert(ColumnOffset.size() == ColumnTitle.size());

1088–1099

I think we can just assume ColNum is ColumnOffset .size(), then remove the nested ifs.

1164

Why do we need ColNum as a parameter? We are always going to print ColumnTitle.size() columns, right? Can we simplify the code to remove ColNum parameter?

[hoyFB]

llvm/tools/llvm-profdata/llvm-profdata.cpp

1088–1099

yeah, or to loop on min(ColNum, ColumnOffset.size()) if ColNum can ever be greater than ColumnOffset.size(). When could that happen?

[weihe]

Removed the ColNum parameter of dumpHotFunctionList()

Removed the ColNum parameter of dumpHotFunctionList() and added assertions to this function about size of ColumnTitle and ColumnOffset.

[wenlei]

LGTM, thanks! l can re-commit the change on your behalf..

[hoyFB]

llvm/tools/llvm-profdata/llvm-profdata.cpp

1076

Remove ColNum? like for (size_t I = 0; I < ColumnTitle.size(); ++I)?

[weihe]

Removed temporary ColNum from a loop header

[MaskRay]

llvm/include/llvm/ProfileData/SampleProf.h

505

You have used many auto in this file. Please write the underlying type unless obvious.

Braces around simple statements can be dropped.

llvm/test/tools/llvm-profdata/sample-hot-func-list.test

2

Should use --match-full-lines --strict-whitespace

llvm/tools/llvm-profdata/llvm-profdata.cpp

1072

Please avoid trailing dot in informative diagnostics to be consistent with other tools (in coding standard now)

llvm/include/llvm/ProfileData/SampleProf.h

public:
   /// Return all the samples collected in the body of the function.
   const BodySampleMap &getBodySamples() const { return BodySamples; }
 
   /// Return all the callsite samples collected in the body of the function.
   const CallsiteSampleMap &getCallsiteSamples() const {
     return CallsiteSamples;
   }
 
+  /// Return the maximum of sample counts in a function body including functions
+  /// inlined in it.
+  uint64_t getMaxCountInside() const {
+    uint64_t MaxCount = 0;
+    for (const auto &L : getBodySamples()) {
+      MaxCount = std::max(MaxCount, L.second.getSamples());
+    }
+    for (const auto &C : getCallsiteSamples()) {
+      for (const auto &F : C.second) {
+        MaxCount = std::max(MaxCount, F.second.getMaxCountInside());
+      }
+    }
+    return MaxCount;
+  }
+
   /// Merge the samples in \p Other into this one.
   /// Optionally scale samples by \p Weight.
   sampleprof_error merge(const FunctionSamples &Other, uint64_t Weight = 1) {
     sampleprof_error Result = sampleprof_error::success;
     Name = Other.getName();
     MergeResult(Result, addTotalSamples(Other.getTotalSamples(), Weight));
     MergeResult(Result, addHeadSamples(Other.getHeadSamples(), Weight));
     for (const auto &I : Other.getBodySamples()) {

llvm/test/tools/llvm-profdata/Inputs/sample-hot-func-list.proftext

+_Z3bari:20301:1437
+ 1: 1437
+_Z3fooi:7711:610
+ 1: 610
+main:184019:0
+ 4: 534
+ 4.2: 534
+ 5: 1075
+ 5.1: 1075
+ 6: 2080
+ 7: 534
+ 9: 2300 _Z3bari:1471 _Z3fooi:631
+ 10: inline1:1000
+  1: 1000
+ 10: inline2:2000
+  1: 2000
+_Z3bazi:20305:1000
+ 1: 1000
+Func1:1523:169
+ 1: 169
+ 7: 563
+Func2:17043:1594
+ 1: 1594
+ 3: 1594
+ 6: 2009 Func1:150 Func3:1789
+ 13: 3105
+ 17: 3105
+ 19: 1594
+Func3:97401:3035
+ 1: 3035
+ 5: 7344
+ 9: 10640
+ 11: 10640
+ 15: 3035
+Func4:465:210
+ 1: 210
+Func5:6948:470
+ 1: 470
+ 3: 3507
+Func6:310:102
+ 1: 102

llvm/test/tools/llvm-profdata/sample-hot-func-list.test

+; RUN: llvm-profdata show --sample --hot-func-list %S/Inputs/sample-hot-func-list.proftext | FileCheck %s
+; CHECK: 8 out of 10 functions with profile (80.00%) are considered hot functions (max sample >= 470).
+; CHECK-NEXT: 355251 out of 356026 profile counts (99.78%) are from hot functions.
+; CHECK-NEXT: Total sample (%)        Max sample        Entry sample    Function name
+; CHECK-NEXT: 184019 (51.69%)         2300              534             main
+; CHECK-NEXT: 97401 (27.36%)          10640             3035            Func3
+; CHECK-NEXT: 20305 (5.70%)           1000              1000            _Z3bazi
+; CHECK-NEXT: 20301 (5.70%)           1437              1437            _Z3bari
+; CHECK-NEXT: 17043 (4.79%)           3105              1594            Func2
+; CHECK-NEXT: 7711 (2.17%)            610               610             _Z3fooi
+; CHECK-NEXT: 6948 (1.95%)            3507              470             Func5
+; CHECK-NEXT: 1523 (0.43%)            563               169             Func1

llvm/tools/llvm-profdata/llvm-profdata.cpp

 #include "llvm/ProfileData/InstrProfWriter.h"
 #include "llvm/ProfileData/ProfileCommon.h"
 #include "llvm/ProfileData/SampleProfReader.h"
 #include "llvm/ProfileData/SampleProfWriter.h"
 #include "llvm/Support/CommandLine.h"
 #include "llvm/Support/Errc.h"
 #include "llvm/Support/FileSystem.h"
 #include "llvm/Support/Format.h"
+#include "llvm/Support/FormattedStream.h"
 #include "llvm/Support/InitLLVM.h"
 #include "llvm/Support/MemoryBuffer.h"
 #include "llvm/Support/Path.h"
-#include "llvm/Support/Threading.h"
 #include "llvm/Support/ThreadPool.h"
+#include "llvm/Support/Threading.h"
 #include "llvm/Support/WithColor.h"
 #include "llvm/Support/raw_ostream.h"
 #include <algorithm>
 
 using namespace llvm;
 
 enum ProfileFormat {
   PF_None = 0,
static void showSectionInfo(sampleprof::SampleProfileReader *Reader,
   if (!Reader->dumpSectionInfo(OS)) {
     WithColor::warning() << "-show-sec-info-only is only supported for "
                          << "sample profile in extbinary format and is "
                          << "ignored for other formats.\n";
     return;
   }
 }
 
+struct HotFuncInfo {
+  StringRef FuncName;
+  uint64_t TotalCount;
+  double TotalCountPercent;
+  uint64_t MaxCount;
+  uint64_t EntryCount;
+
+  HotFuncInfo()
+      : FuncName(), TotalCount(0), TotalCountPercent(0.0f), MaxCount(0),
+        EntryCount(0) {}
+
+  HotFuncInfo(StringRef FN, uint64_t TS, double TSP, uint64_t MS, uint64_t ES)
+      : FuncName(FN), TotalCount(TS), TotalCountPercent(TSP), MaxCount(MS),
+        EntryCount(ES) {}
+};
+
+// Print out detailed information about hot functions in PrinfValues vector.
+// Users specify titles and offset of every columns through ColumnTitle and
+// ColumnOffset. The size of ColumnTitle and ColumnOffset need to be at least
+// ColNum. In addition, users can optionally give a HotFuncMetric string to
+// print out or let it be an empty string.
+static void dumpHotFunctionList(size_t ColNum,
+                                const std::vector<std::string> &ColumnTitle,
+                                const std::vector<int> &ColumnOffset,
+                                const std::vector<HotFuncInfo> &PrintValues,
+                                uint64_t HotFuncCount, uint64_t TotalFuncCount,
+                                uint64_t HotProfCount, uint64_t TotalProfCount,
+                                const std::string &HotFuncMetric,
+                                raw_fd_ostream &OS) {
+  assert(ColumnOffset.size() >= ColNum && ColumnTitle.size() >= ColNum);
+  assert(TotalFuncCount > 0);
+  double TotalProfPercent = 0;
+  if (TotalProfCount > 0)
+    TotalProfPercent = ((double)HotProfCount) / TotalProfCount * 100;
+
+  formatted_raw_ostream FOS(OS);
+  FOS << HotFuncCount << " out of " << TotalFuncCount
+      << " functions with profile ("
+      << format("%.2f%%", (((double)HotFuncCount) / TotalFuncCount * 100))
+      << ") are considered hot functions";
+  if (!HotFuncMetric.empty())
+    FOS << " (" << HotFuncMetric << ")";
+  FOS << ".\n";
+  FOS << HotProfCount << " out of " << TotalProfCount << " profile counts ("
+      << format("%.2f%%", TotalProfPercent) << ") are from hot functions.\n";
+
+  if (ColNum == 0)
+    return;
+
+  for (size_t I = 0; I < ColNum; ++I) {
+    FOS.PadToColumn(ColumnOffset[I]);
+    FOS << ColumnTitle[I];
+  }
+  FOS << "\n";
+
+  for (const auto &R : PrintValues) {
+    FOS.PadToColumn(ColumnOffset[0]);
+    FOS << R.TotalCount << " (" << format("%.2f%%", R.TotalCountPercent) << ")";
+    if (ColNum > 1) {
+      FOS.PadToColumn(ColumnOffset[1]);
+      FOS << R.MaxCount;
+      if (ColNum > 2) {
+        FOS.PadToColumn(ColumnOffset[2]);
+        FOS << R.EntryCount;
+        if (ColNum > 3) {
+          FOS.PadToColumn(ColumnOffset[3]);
+          FOS << R.FuncName;
+        }
+      }
+    }
+    FOS << "\n";
+  }
+  return;
+}
+
+static int
+showHotFunctionList(const StringMap<sampleprof::FunctionSamples> &Profiles,
+                    ProfileSummary &PS, raw_fd_ostream &OS) {
+  using namespace sampleprof;
+
+  const uint32_t HotFuncCutoff = 990000;
+  auto &SummaryVector = PS.getDetailedSummary();
+  uint64_t MinCountThreshold = 0;
+  for (const auto &SummaryEntry : SummaryVector) {
+    if (SummaryEntry.Cutoff == HotFuncCutoff) {
+      MinCountThreshold = SummaryEntry.MinCount;
+      break;
+    }
+  }
+  assert(MinCountThreshold != 0);
+
+  // Traverse all functions in the profile and keep only hot functions.
+  // The following loop also calculates the sum of total samples of all
+  // functions.
+  std::multimap<uint64_t, std::pair<const FunctionSamples *, const uint64_t>,
+                std::greater<uint64_t>>
+      HotFunc;
+  uint64_t ProfileTotalSample = 0;
+  uint64_t HotFuncSample = 0;
+  uint64_t HotFuncCount = 0;
+  uint64_t MaxCount = 0;
+  for (const auto &I : Profiles) {
+    const auto &FuncProf = I.second;
+    ProfileTotalSample += FuncProf.getTotalSamples();
+    MaxCount = FuncProf.getMaxCountInside();
+
+    // MinCountThreshold is a block/line threshold computed for a given cutoff.
+    // We intentionally compare the maximum sample count in a function with this
+    // threshold to get an approximate threshold for hot functions.
+    if (MaxCount >= MinCountThreshold) {
+      HotFunc.emplace(FuncProf.getTotalSamples(),
+                      std::make_pair(&(I.second), MaxCount));
+      HotFuncSample += FuncProf.getTotalSamples();
+      HotFuncCount++;
+    }
+  }
+
+  const size_t ColNum = 4;
+  std::vector<std::string> ColumnTitle{"Total sample (%)", "Max sample",
+                                       "Entry sample", "Function name"};
+  std::vector<int> ColumnOffset{0, 24, 42, 58};
+  std::string Metric =
+      std::string("max sample >= ") + std::to_string(MinCountThreshold);
+  std::vector<HotFuncInfo> PrintValues;
+  for (const auto &FuncPair : HotFunc) {
+    const auto &FuncPtr = FuncPair.second.first;
+    double TotalSamplePercent =
+        (ProfileTotalSample > 0)
+            ? (FuncPtr->getTotalSamples() * 100.0) / ProfileTotalSample
+            : 0;
+    PrintValues.emplace_back(HotFuncInfo(
+        FuncPtr->getFuncName(), FuncPtr->getTotalSamples(), TotalSamplePercent,
+        FuncPair.second.second, FuncPtr->getEntrySamples()));
+  }
+  dumpHotFunctionList(ColNum, ColumnTitle, ColumnOffset, PrintValues,
+                      HotFuncCount, Profiles.size(), HotFuncSample,
+                      ProfileTotalSample, Metric, OS);
+
+  return 0;
+}
+
 static int showSampleProfile(const std::string &Filename, bool ShowCounts,
                              bool ShowAllFunctions, bool ShowDetailedSummary,
                              const std::string &ShowFunction,
                              bool ShowProfileSymbolList,
-                             bool ShowSectionInfoOnly, raw_fd_ostream &OS) {
+                             bool ShowSectionInfoOnly, bool ShowHotFuncList,
+                             raw_fd_ostream &OS) {
   using namespace sampleprof;
   LLVMContext Context;
   auto ReaderOrErr = SampleProfileReader::create(Filename, Context);
   if (std::error_code EC = ReaderOrErr.getError())
     exitWithErrorCode(EC, Filename);
 
   auto Reader = std::move(ReaderOrErr.get());
 
static int showSampleProfile(const std::string &Filename, bool ShowCounts,
   }
 
   if (ShowDetailedSummary) {
     auto &PS = Reader->getSummary();
     PS.printSummary(OS);
     PS.printDetailedSummary(OS);
   }
 
+  if (ShowHotFuncList)
+    showHotFunctionList(Reader->getProfiles(), Reader->getSummary(), OS);
+
   return 0;
 }
 
 static int show_main(int argc, const char *argv[]) {
   cl::opt<std::string> Filename(cl::Positional, cl::Required,
                                 cl::desc("<profdata-file>"));
 
   cl::opt<bool> ShowCounts("counts", cl::init(false),
cl::opt<bool> ShowMemOPSizes(
                "for shown functions"));
   cl::opt<bool> ShowDetailedSummary("detailed-summary", cl::init(false),
                                     cl::desc("Show detailed profile summary"));
   cl::list<uint32_t> DetailedSummaryCutoffs(
       cl::CommaSeparated, "detailed-summary-cutoffs",
       cl::desc(
           "Cutoff percentages (times 10000) for generating detailed summary"),
       cl::value_desc("800000,901000,999999"));
+  cl::opt<bool> ShowHotFuncList(
+      "hot-func-list", cl::init(false),
+      cl::desc("Show profile summary of a list of hot functions"));
   cl::opt<bool> ShowAllFunctions("all-functions", cl::init(false),
                                  cl::desc("Details for every function"));
   cl::opt<bool> ShowCS("showcs", cl::init(false),
                        cl::desc("Show context sensitive counts"));
   cl::opt<std::string> ShowFunction("function",
                                     cl::desc("Details for matching functions"));
 
   cl::opt<std::string> OutputFilename("output", cl::value_desc("output"),
if (ProfileKind == instr)
     return showInstrProfile(Filename, ShowCounts, TopNFunctions,
                             ShowIndirectCallTargets, ShowMemOPSizes,
                             ShowDetailedSummary, DetailedSummaryCutoffs,
                             ShowAllFunctions, ShowCS, ValueCutoff,
                             OnlyListBelow, ShowFunction, TextFormat, OS);
   else
     return showSampleProfile(Filename, ShowCounts, ShowAllFunctions,
                              ShowDetailedSummary, ShowFunction,
-                             ShowProfileSymbolList, ShowSectionInfoOnly, OS);
+                             ShowProfileSymbolList, ShowSectionInfoOnly,
+                             ShowHotFuncList, OS);
 }
 
 int main(int argc, const char *argv[]) {
   InitLLVM X(argc, argv);
 
   StringRef ProgName(sys::path::filename(argv[0]));
   if (argc > 1) {
     int (*func)(int, const char *[]) = nullptr;