PGOInstrumentation.cpp

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//===- PGOInstrumentation.cpp - MST-based PGO Instrumentation -------------===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
//
// This file implements PGO instrumentation using a minimum spanning tree based
// on the following paper:
//   [1] Donald E. Knuth, Francis R. Stevenson. Optimal measurement of points
//   for program frequency counts. BIT Numerical Mathematics 1973, Volume 13,
//   Issue 3, pp 313-322
// The idea of the algorithm based on the fact that for each node (except for
// the entry and exit), the sum of incoming edge counts equals the sum of
// outgoing edge counts. The count of edge on spanning tree can be derived from
// those edges not on the spanning tree. Knuth proves this method instruments
// the minimum number of edges.
//
// The minimal spanning tree here is actually a maximum weight tree -- on-tree
// edges have higher frequencies (more likely to execute). The idea is to
// instrument those less frequently executed edges to reduce the runtime
// overhead of instrumented binaries.
//
// This file contains two passes:
// (1) Pass PGOInstrumentationGen which instruments the IR to generate edge
// count profile, and generates the instrumentation for indirect call
// profiling.
// (2) Pass PGOInstrumentationUse which reads the edge count profile and
// annotates the branch weights. It also reads the indirect call value
// profiling records and annotate the indirect call instructions.
//
// To get the precise counter information, These two passes need to invoke at
// the same compilation point (so they see the same IR). For pass
// PGOInstrumentationGen, the real work is done in instrumentOneFunc(). For
// pass PGOInstrumentationUse, the real work in done in class PGOUseFunc and
// the profile is opened in module level and passed to each PGOUseFunc instance.
// The shared code for PGOInstrumentationGen and PGOInstrumentationUse is put
// in class FuncPGOInstrumentation.
//
// Class PGOEdge represents a CFG edge and some auxiliary information. Class
// BBInfo contains auxiliary information for each BB. These two classes are used
// in pass PGOInstrumentationGen. Class PGOUseEdge and UseBBInfo are the derived
// class of PGOEdge and BBInfo, respectively. They contains extra data structure
// used in populating profile counters.
// The MST implementation is in Class CFGMST (CFGMST.h).
//
//===----------------------------------------------------------------------===//
 
#include "llvm/Transforms/Instrumentation/PGOInstrumentation.h"
#include "CFGMST.h"
#include "ValueProfileCollector.h"
#include "llvm/ADT/APInt.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/Statistic.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/ADT/Twine.h"
#include "llvm/ADT/iterator.h"
#include "llvm/ADT/iterator_range.h"
#include "llvm/Analysis/BlockFrequencyInfo.h"
#include "llvm/Analysis/BranchProbabilityInfo.h"
#include "llvm/Analysis/CFG.h"
#include "llvm/Analysis/LoopInfo.h"
#include "llvm/Analysis/MemoryBuiltins.h"
#include "llvm/Analysis/MemoryProfileInfo.h"
#include "llvm/Analysis/OptimizationRemarkEmitter.h"
#include "llvm/Analysis/ProfileSummaryInfo.h"
#include "llvm/Analysis/TargetLibraryInfo.h"
#include "llvm/IR/Attributes.h"
#include "llvm/IR/BasicBlock.h"
#include "llvm/IR/CFG.h"
#include "llvm/IR/Comdat.h"
#include "llvm/IR/Constant.h"
#include "llvm/IR/Constants.h"
#include "llvm/IR/DiagnosticInfo.h"
#include "llvm/IR/Dominators.h"
#include "llvm/IR/EHPersonalities.h"
#include "llvm/IR/Function.h"
#include "llvm/IR/GlobalAlias.h"
#include "llvm/IR/GlobalValue.h"
#include "llvm/IR/GlobalVariable.h"
#include "llvm/IR/IRBuilder.h"
#include "llvm/IR/InstVisitor.h"
#include "llvm/IR/InstrTypes.h"
#include "llvm/IR/Instruction.h"
#include "llvm/IR/Instructions.h"
#include "llvm/IR/IntrinsicInst.h"
#include "llvm/IR/Intrinsics.h"
#include "llvm/IR/LLVMContext.h"
#include "llvm/IR/MDBuilder.h"
#include "llvm/IR/Module.h"
#include "llvm/IR/PassManager.h"
#include "llvm/IR/ProfDataUtils.h"
#include "llvm/IR/ProfileSummary.h"
#include "llvm/IR/Type.h"
#include "llvm/IR/Value.h"
#include "llvm/ProfileData/InstrProf.h"
#include "llvm/ProfileData/InstrProfReader.h"
#include "llvm/Support/BLAKE3.h"
#include "llvm/Support/BranchProbability.h"
#include "llvm/Support/CRC.h"
#include "llvm/Support/Casting.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/DOTGraphTraits.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/Error.h"
#include "llvm/Support/ErrorHandling.h"
#include "llvm/Support/GraphWriter.h"
#include "llvm/Support/HashBuilder.h"
#include "llvm/Support/VirtualFileSystem.h"
#include "llvm/Support/raw_ostream.h"
#include "llvm/TargetParser/Triple.h"
#include "llvm/Transforms/Instrumentation.h"
#include "llvm/Transforms/Utils/BasicBlockUtils.h"
#include "llvm/Transforms/Utils/MisExpect.h"
#include "llvm/Transforms/Utils/ModuleUtils.h"
#include <algorithm>
#include <cassert>
#include <cstdint>
#include <map>
#include <memory>
#include <numeric>
#include <optional>
#include <set>
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>
 
using namespace llvm;
using namespace llvm::memprof;
using ProfileCount = Function::ProfileCount;
using VPCandidateInfo = ValueProfileCollector::CandidateInfo;
 
#define DEBUG_TYPE "pgo-instrumentation"
 
STATISTIC(NumOfPGOInstrument, "Number of edges instrumented.");
STATISTIC(NumOfPGOSelectInsts, "Number of select instruction instrumented.");
STATISTIC(NumOfPGOMemIntrinsics, "Number of mem intrinsics instrumented.");
STATISTIC(NumOfPGOEdge, "Number of edges.");
STATISTIC(NumOfPGOBB, "Number of basic-blocks.");
STATISTIC(NumOfPGOSplit, "Number of critical edge splits.");
STATISTIC(NumOfPGOFunc, "Number of functions having valid profile counts.");
STATISTIC(NumOfPGOMismatch, "Number of functions having mismatch profile.");
STATISTIC(NumOfPGOMissing, "Number of functions without profile.");
STATISTIC(NumOfMemProfMissing, "Number of functions without memory profile.");
STATISTIC(NumOfPGOICall, "Number of indirect call value instrumentations.");
STATISTIC(NumOfCSPGOInstrument, "Number of edges instrumented in CSPGO.");
STATISTIC(NumOfCSPGOSelectInsts,
          "Number of select instruction instrumented in CSPGO.");
STATISTIC(NumOfCSPGOMemIntrinsics,
          "Number of mem intrinsics instrumented in CSPGO.");
STATISTIC(NumOfCSPGOEdge, "Number of edges in CSPGO.");
STATISTIC(NumOfCSPGOBB, "Number of basic-blocks in CSPGO.");
STATISTIC(NumOfCSPGOSplit, "Number of critical edge splits in CSPGO.");
STATISTIC(NumOfCSPGOFunc,
          "Number of functions having valid profile counts in CSPGO.");
STATISTIC(NumOfCSPGOMismatch,
          "Number of functions having mismatch profile in CSPGO.");
STATISTIC(NumOfCSPGOMissing, "Number of functions without profile in CSPGO.");
 
// Command line option to specify the file to read profile from. This is
// mainly used for testing.
static cl::opt<std::string>
    PGOTestProfileFile("pgo-test-profile-file", cl::init(""), cl::Hidden,
                       cl::value_desc("filename"),
                       cl::desc("Specify the path of profile data file. This is"
                                "mainly for test purpose."));
static cl::opt<std::string> PGOTestProfileRemappingFile(
    "pgo-test-profile-remapping-file", cl::init(""), cl::Hidden,
    cl::value_desc("filename"),
    cl::desc("Specify the path of profile remapping file. This is mainly for "
             "test purpose."));
 
// Command line option to disable value profiling. The default is false:
// i.e. value profiling is enabled by default. This is for debug purpose.
static cl::opt<bool> DisableValueProfiling("disable-vp", cl::init(false),
                                           cl::Hidden,
                                           cl::desc("Disable Value Profiling"));
 
// Command line option to set the maximum number of VP annotations to write to
// the metadata for a single indirect call callsite.
static cl::opt<unsigned> MaxNumAnnotations(
    "icp-max-annotations", cl::init(3), cl::Hidden,
    cl::desc("Max number of annotations for a single indirect "
             "call callsite"));
 
// Command line option to set the maximum number of value annotations
// to write to the metadata for a single memop intrinsic.
static cl::opt<unsigned> MaxNumMemOPAnnotations(
    "memop-max-annotations", cl::init(4), cl::Hidden,
    cl::desc("Max number of preicise value annotations for a single memop"
             "intrinsic"));
 
// Command line option to control appending FunctionHash to the name of a COMDAT
// function. This is to avoid the hash mismatch caused by the preinliner.
static cl::opt<bool> DoComdatRenaming(
    "do-comdat-renaming", cl::init(false), cl::Hidden,
    cl::desc("Append function hash to the name of COMDAT function to avoid "
             "function hash mismatch due to the preinliner"));
 
// Command line option to enable/disable the warning about missing profile
// information.
static cl::opt<bool>
    PGOWarnMissing("pgo-warn-missing-function", cl::init(false), cl::Hidden,
                   cl::desc("Use this option to turn on/off "
                            "warnings about missing profile data for "
                            "functions."));
 
namespace llvm {
// Command line option to enable/disable the warning about a hash mismatch in
// the profile data.
cl::opt<bool>
    NoPGOWarnMismatch("no-pgo-warn-mismatch", cl::init(false), cl::Hidden,
                      cl::desc("Use this option to turn off/on "
                               "warnings about profile cfg mismatch."));
} // namespace llvm
 
// Command line option to enable/disable the warning about a hash mismatch in
// the profile data for Comdat functions, which often turns out to be false
// positive due to the pre-instrumentation inline.
static cl::opt<bool> NoPGOWarnMismatchComdatWeak(
    "no-pgo-warn-mismatch-comdat-weak", cl::init(true), cl::Hidden,
    cl::desc("The option is used to turn on/off "
             "warnings about hash mismatch for comdat "
             "or weak functions."));
 
// Command line option to enable/disable select instruction instrumentation.
static cl::opt<bool>
    PGOInstrSelect("pgo-instr-select", cl::init(true), cl::Hidden,
                   cl::desc("Use this option to turn on/off SELECT "
                            "instruction instrumentation. "));
 
// Command line option to turn on CFG dot or text dump of raw profile counts
static cl::opt<PGOViewCountsType> PGOViewRawCounts(
    "pgo-view-raw-counts", cl::Hidden,
    cl::desc("A boolean option to show CFG dag or text "
             "with raw profile counts from "
             "profile data. See also option "
             "-pgo-view-counts. To limit graph "
             "display to only one function, use "
             "filtering option -view-bfi-func-name."),
    cl::values(clEnumValN(PGOVCT_None, "none", "do not show."),
               clEnumValN(PGOVCT_Graph, "graph", "show a graph."),
               clEnumValN(PGOVCT_Text, "text", "show in text.")));
 
// Command line option to enable/disable memop intrinsic call.size profiling.
static cl::opt<bool>
    PGOInstrMemOP("pgo-instr-memop", cl::init(true), cl::Hidden,
                  cl::desc("Use this option to turn on/off "
                           "memory intrinsic size profiling."));
 
// Emit branch probability as optimization remarks.
static cl::opt<bool>
    EmitBranchProbability("pgo-emit-branch-prob", cl::init(false), cl::Hidden,
                          cl::desc("When this option is on, the annotated "
                                   "branch probability will be emitted as "
                                   "optimization remarks: -{Rpass|"
                                   "pass-remarks}=pgo-instrumentation"));
 
static cl::opt<bool> PGOInstrumentEntry(
    "pgo-instrument-entry", cl::init(false), cl::Hidden,
    cl::desc("Force to instrument function entry basicblock."));
 
static cl::opt<bool> PGOFunctionEntryCoverage(
    "pgo-function-entry-coverage", cl::Hidden,
    cl::desc(
        "Use this option to enable function entry coverage instrumentation."));
 
static cl::opt<bool>
    PGOFixEntryCount("pgo-fix-entry-count", cl::init(true), cl::Hidden,
                     cl::desc("Fix function entry count in profile use."));
 
static cl::opt<bool> PGOVerifyHotBFI(
    "pgo-verify-hot-bfi", cl::init(false), cl::Hidden,
    cl::desc("Print out the non-match BFI count if a hot raw profile count "
             "becomes non-hot, or a cold raw profile count becomes hot. "
             "The print is enabled under -Rpass-analysis=pgo, or "
             "internal option -pass-remakrs-analysis=pgo."));
 
static cl::opt<bool> PGOVerifyBFI(
    "pgo-verify-bfi", cl::init(false), cl::Hidden,
    cl::desc("Print out mismatched BFI counts after setting profile metadata "
             "The print is enabled under -Rpass-analysis=pgo, or "
             "internal option -pass-remakrs-analysis=pgo."));
 
static cl::opt<unsigned> PGOVerifyBFIRatio(
    "pgo-verify-bfi-ratio", cl::init(2), cl::Hidden,
    cl::desc("Set the threshold for pgo-verify-bfi:  only print out "
             "mismatched BFI if the difference percentage is greater than "
             "this value (in percentage)."));
 
static cl::opt<unsigned> PGOVerifyBFICutoff(
    "pgo-verify-bfi-cutoff", cl::init(5), cl::Hidden,
    cl::desc("Set the threshold for pgo-verify-bfi: skip the counts whose "
             "profile count value is below."));
 
static cl::opt<std::string> PGOTraceFuncHash(
    "pgo-trace-func-hash", cl::init("-"), cl::Hidden,
    cl::value_desc("function name"),
    cl::desc("Trace the hash of the function with this name."));
 
static cl::opt<unsigned> PGOFunctionSizeThreshold(
    "pgo-function-size-threshold", cl::Hidden,
    cl::desc("Do not instrument functions smaller than this threshold."));
 
static cl::opt<bool> MatchMemProf(
    "pgo-match-memprof", cl::init(true), cl::Hidden,
    cl::desc("Perform matching and annotation of memprof profiles."));
 
static cl::opt<unsigned> PGOFunctionCriticalEdgeThreshold(
    "pgo-critical-edge-threshold", cl::init(20000), cl::Hidden,
    cl::desc("Do not instrument functions with the number of critical edges "
             " greater than this threshold."));
 
namespace llvm {
// Command line option to turn on CFG dot dump after profile annotation.
// Defined in Analysis/BlockFrequencyInfo.cpp:  -pgo-view-counts
extern cl::opt<PGOViewCountsType> PGOViewCounts;
 
// Command line option to specify the name of the function for CFG dump
// Defined in Analysis/BlockFrequencyInfo.cpp:  -view-bfi-func-name=
extern cl::opt<std::string> ViewBlockFreqFuncName;
 
extern cl::opt<bool> DebugInfoCorrelate;
} // namespace llvm
 
static cl::opt<bool>
    PGOOldCFGHashing("pgo-instr-old-cfg-hashing", cl::init(false), cl::Hidden,
                     cl::desc("Use the old CFG function hashing"));
 
// Return a string describing the branch condition that can be
// used in static branch probability heuristics:
static std::string getBranchCondString(Instruction *TI) {
  BranchInst *BI = dyn_cast<BranchInst>(TI);
  if (!BI || !BI->isConditional())
    return std::string();
 
  Value *Cond = BI->getCondition();
  ICmpInst *CI = dyn_cast<ICmpInst>(Cond);
  if (!CI)
    return std::string();
 
  std::string result;
  raw_string_ostream OS(result);
  OS << CI->getPredicate() << "_";
  CI->getOperand(0)->getType()->print(OS, true);
 
  Value *RHS = CI->getOperand(1);
  ConstantInt *CV = dyn_cast<ConstantInt>(RHS);
  if (CV) {
    if (CV->isZero())
      OS << "_Zero";
    else if (CV->isOne())
      OS << "_One";
    else if (CV->isMinusOne())
      OS << "_MinusOne";
    else
      OS << "_Const";
  }
  OS.flush();
  return result;
}
 
static const char *ValueProfKindDescr[] = {
#define VALUE_PROF_KIND(Enumerator, Value, Descr) Descr,
#include "llvm/ProfileData/InstrProfData.inc"
};
 
// Create a COMDAT variable INSTR_PROF_RAW_VERSION_VAR to make the runtime
// aware this is an ir_level profile so it can set the version flag.
static GlobalVariable *createIRLevelProfileFlagVar(Module &M, bool IsCS) {
  const StringRef VarName(INSTR_PROF_QUOTE(INSTR_PROF_RAW_VERSION_VAR));
  Type *IntTy64 = Type::getInt64Ty(M.getContext());
  uint64_t ProfileVersion = (INSTR_PROF_RAW_VERSION | VARIANT_MASK_IR_PROF);
  if (IsCS)
    ProfileVersion |= VARIANT_MASK_CSIR_PROF;
  if (PGOInstrumentEntry)
    ProfileVersion |= VARIANT_MASK_INSTR_ENTRY;
  if (DebugInfoCorrelate)
    ProfileVersion |= VARIANT_MASK_DBG_CORRELATE;
  if (PGOFunctionEntryCoverage)
    ProfileVersion |=
        VARIANT_MASK_BYTE_COVERAGE | VARIANT_MASK_FUNCTION_ENTRY_ONLY;
  auto IRLevelVersionVariable = new GlobalVariable(
      M, IntTy64, true, GlobalValue::WeakAnyLinkage,
      Constant::getIntegerValue(IntTy64, APInt(64, ProfileVersion)), VarName);
  IRLevelVersionVariable->setVisibility(GlobalValue::HiddenVisibility);
  Triple TT(M.getTargetTriple());
  if (TT.supportsCOMDAT()) {
    IRLevelVersionVariable->setLinkage(GlobalValue::ExternalLinkage);
    IRLevelVersionVariable->setComdat(M.getOrInsertComdat(VarName));
  }
  return IRLevelVersionVariable;
}
 
namespace {
 
/// The select instruction visitor plays three roles specified
/// by the mode. In \c VM_counting mode, it simply counts the number of
/// select instructions. In \c VM_instrument mode, it inserts code to count
/// the number times TrueValue of select is taken. In \c VM_annotate mode,
/// it reads the profile data and annotate the select instruction with metadata.
enum VisitMode { VM_counting, VM_instrument, VM_annotate };
class PGOUseFunc;
 
/// Instruction Visitor class to visit select instructions.
struct SelectInstVisitor : public InstVisitor<SelectInstVisitor> {
  Function &F;
  unsigned NSIs = 0;             // Number of select instructions instrumented.
  VisitMode Mode = VM_counting;  // Visiting mode.
  unsigned *CurCtrIdx = nullptr; // Pointer to current counter index.
  unsigned TotalNumCtrs = 0;     // Total number of counters
  GlobalVariable *FuncNameVar = nullptr;
  uint64_t FuncHash = 0;
  PGOUseFunc *UseFunc = nullptr;
 
  SelectInstVisitor(Function &Func) : F(Func) {}
 
  void countSelects(Function &Func) {
    NSIs = 0;
    Mode = VM_counting;
    visit(Func);
  }
 
  // Visit the IR stream and instrument all select instructions. \p
  // Ind is a pointer to the counter index variable; \p TotalNC
  // is the total number of counters; \p FNV is the pointer to the
  // PGO function name var; \p FHash is the function hash.
  void instrumentSelects(Function &Func, unsigned *Ind, unsigned TotalNC,
                         GlobalVariable *FNV, uint64_t FHash) {
    Mode = VM_instrument;
    CurCtrIdx = Ind;
    TotalNumCtrs = TotalNC;
    FuncHash = FHash;
    FuncNameVar = FNV;
    visit(Func);
  }
 
  // Visit the IR stream and annotate all select instructions.
  void annotateSelects(Function &Func, PGOUseFunc *UF, unsigned *Ind) {
    Mode = VM_annotate;
    UseFunc = UF;
    CurCtrIdx = Ind;
    visit(Func);
  }
 
  void instrumentOneSelectInst(SelectInst &SI);
  void annotateOneSelectInst(SelectInst &SI);
 
  // Visit \p SI instruction and perform tasks according to visit mode.
  void visitSelectInst(SelectInst &SI);
 
  // Return the number of select instructions. This needs be called after
  // countSelects().
  unsigned getNumOfSelectInsts() const { return NSIs; }
};
 
} // end anonymous namespace
 
namespace {
 
/// An MST based instrumentation for PGO
///
/// Implements a Minimum Spanning Tree (MST) based instrumentation for PGO
/// in the function level.
struct PGOEdge {
  // This class implements the CFG edges. Note the CFG can be a multi-graph.
  // So there might be multiple edges with same SrcBB and DestBB.
  const BasicBlock *SrcBB;
  const BasicBlock *DestBB;
  uint64_t Weight;
  bool InMST = false;
  bool Removed = false;
  bool IsCritical = false;
 
  PGOEdge(const BasicBlock *Src, const BasicBlock *Dest, uint64_t W = 1)
      : SrcBB(Src), DestBB(Dest), Weight(W) {}
 
  // Return the information string of an edge.
  std::string infoString() const {
    return (Twine(Removed ? "-" : " ") + (InMST ? " " : "*") +
            (IsCritical ? "c" : " ") + "  W=" + Twine(Weight)).str();
  }
};
 
// This class stores the auxiliary information for each BB.
struct BBInfo {
  BBInfo *Group;
  uint32_t Index;
  uint32_t Rank = 0;
 
  BBInfo(unsigned IX) : Group(this), Index(IX) {}
 
  // Return the information string of this object.
  std::string infoString() const {
    return (Twine("Index=") + Twine(Index)).str();
  }
 
  // Empty function -- only applicable to UseBBInfo.
  void addOutEdge(PGOEdge *E LLVM_ATTRIBUTE_UNUSED) {}
 
  // Empty function -- only applicable to UseBBInfo.
  void addInEdge(PGOEdge *E LLVM_ATTRIBUTE_UNUSED) {}
};
 
// This class implements the CFG edges. Note the CFG can be a multi-graph.
template <class Edge, class BBInfo> class FuncPGOInstrumentation {
private:
  Function &F;
 
  // Is this is context-sensitive instrumentation.
  bool IsCS;
 
  // A map that stores the Comdat group in function F.
  std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers;
 
  ValueProfileCollector VPC;
 
  void computeCFGHash();
  void renameComdatFunction();
 
public:
  const TargetLibraryInfo &TLI;
  std::vector<std::vector<VPCandidateInfo>> ValueSites;
  SelectInstVisitor SIVisitor;
  std::string FuncName;
  GlobalVariable *FuncNameVar;
 
  // CFG hash value for this function.
  uint64_t FunctionHash = 0;
 
  // The Minimum Spanning Tree of function CFG.
  CFGMST<Edge, BBInfo> MST;
 
  // Collect all the BBs that will be instrumented, and store them in
  // InstrumentBBs.
  void getInstrumentBBs(std::vector<BasicBlock *> &InstrumentBBs);
 
  // Give an edge, find the BB that will be instrumented.
  // Return nullptr if there is no BB to be instrumented.
  BasicBlock *getInstrBB(Edge *E);
 
  // Return the auxiliary BB information.
  BBInfo &getBBInfo(const BasicBlock *BB) const { return MST.getBBInfo(BB); }
 
  // Return the auxiliary BB information if available.
  BBInfo *findBBInfo(const BasicBlock *BB) const { return MST.findBBInfo(BB); }
 
  // Dump edges and BB information.
  void dumpInfo(std::string Str = "") const {
    MST.dumpEdges(dbgs(), Twine("Dump Function ") + FuncName + " Hash: " +
                              Twine(FunctionHash) + "\t" + Str);
  }
 
  FuncPGOInstrumentation(
      Function &Func, TargetLibraryInfo &TLI,
      std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers,
      bool CreateGlobalVar = false, BranchProbabilityInfo *BPI = nullptr,
      BlockFrequencyInfo *BFI = nullptr, bool IsCS = false,
      bool InstrumentFuncEntry = true)
      : F(Func), IsCS(IsCS), ComdatMembers(ComdatMembers), VPC(Func, TLI),
        TLI(TLI), ValueSites(IPVK_Last + 1), SIVisitor(Func),
        MST(F, InstrumentFuncEntry, BPI, BFI) {
    // This should be done before CFG hash computation.
    SIVisitor.countSelects(Func);
    ValueSites[IPVK_MemOPSize] = VPC.get(IPVK_MemOPSize);
    if (!IsCS) {
      NumOfPGOSelectInsts += SIVisitor.getNumOfSelectInsts();
      NumOfPGOMemIntrinsics += ValueSites[IPVK_MemOPSize].size();
      NumOfPGOBB += MST.BBInfos.size();
      ValueSites[IPVK_IndirectCallTarget] = VPC.get(IPVK_IndirectCallTarget);
    } else {
      NumOfCSPGOSelectInsts += SIVisitor.getNumOfSelectInsts();
      NumOfCSPGOMemIntrinsics += ValueSites[IPVK_MemOPSize].size();
      NumOfCSPGOBB += MST.BBInfos.size();
    }
 
    FuncName = getPGOFuncName(F);
    computeCFGHash();
    if (!ComdatMembers.empty())
      renameComdatFunction();
    LLVM_DEBUG(dumpInfo("after CFGMST"));
 
    for (auto &E : MST.AllEdges) {
      if (E->Removed)
        continue;
      IsCS ? NumOfCSPGOEdge++ : NumOfPGOEdge++;
      if (!E->InMST)
        IsCS ? NumOfCSPGOInstrument++ : NumOfPGOInstrument++;
    }
 
    if (CreateGlobalVar)
      FuncNameVar = createPGOFuncNameVar(F, FuncName);
  }
};
 
} // end anonymous namespace
 
// Compute Hash value for the CFG: the lower 32 bits are CRC32 of the index
// value of each BB in the CFG. The higher 32 bits are the CRC32 of the numbers
// of selects, indirect calls, mem ops and edges.
template <class Edge, class BBInfo>
void FuncPGOInstrumentation<Edge, BBInfo>::computeCFGHash() {
  std::vector<uint8_t> Indexes;
  JamCRC JC;
  for (auto &BB : F) {
    const Instruction *TI = BB.getTerminator();
    for (unsigned I = 0, E = TI->getNumSuccessors(); I != E; ++I) {
      BasicBlock *Succ = TI->getSuccessor(I);
      auto BI = findBBInfo(Succ);
      if (BI == nullptr)
        continue;
      uint32_t Index = BI->Index;
      for (int J = 0; J < 4; J++)
        Indexes.push_back((uint8_t)(Index >> (J * 8)));
    }
  }
  JC.update(Indexes);
 
  JamCRC JCH;
  if (PGOOldCFGHashing) {
    // Hash format for context sensitive profile. Reserve 4 bits for other
    // information.
    FunctionHash = (uint64_t)SIVisitor.getNumOfSelectInsts() << 56 |
                   (uint64_t)ValueSites[IPVK_IndirectCallTarget].size() << 48 |
                   //(uint64_t)ValueSites[IPVK_MemOPSize].size() << 40 |
                   (uint64_t)MST.AllEdges.size() << 32 | JC.getCRC();
  } else {
    // The higher 32 bits.
    auto updateJCH = [&JCH](uint64_t Num) {
      uint8_t Data[8];
      support::endian::write64le(Data, Num);
      JCH.update(Data);
    };
    updateJCH((uint64_t)SIVisitor.getNumOfSelectInsts());
    updateJCH((uint64_t)ValueSites[IPVK_IndirectCallTarget].size());
    updateJCH((uint64_t)ValueSites[IPVK_MemOPSize].size());
    updateJCH((uint64_t)MST.AllEdges.size());
 
    // Hash format for context sensitive profile. Reserve 4 bits for other
    // information.
    FunctionHash = (((uint64_t)JCH.getCRC()) << 28) + JC.getCRC();
  }
 
  // Reserve bit 60-63 for other information purpose.
  FunctionHash &= 0x0FFFFFFFFFFFFFFF;
  if (IsCS)
    NamedInstrProfRecord::setCSFlagInHash(FunctionHash);
  LLVM_DEBUG(dbgs() << "Function Hash Computation for " << F.getName() << ":\n"
                    << " CRC = " << JC.getCRC()
                    << ", Selects = " << SIVisitor.getNumOfSelectInsts()
                    << ", Edges = " << MST.AllEdges.size() << ", ICSites = "
                    << ValueSites[IPVK_IndirectCallTarget].size());
  if (!PGOOldCFGHashing) {
    LLVM_DEBUG(dbgs() << ", Memops = " << ValueSites[IPVK_MemOPSize].size()
                      << ", High32 CRC = " << JCH.getCRC());
  }
  LLVM_DEBUG(dbgs() << ", Hash = " << FunctionHash << "\n";);
 
  if (PGOTraceFuncHash != "-" && F.getName().contains(PGOTraceFuncHash))
    dbgs() << "Funcname=" << F.getName() << ", Hash=" << FunctionHash
           << " in building " << F.getParent()->getSourceFileName() << "\n";
}
 
// Check if we can safely rename this Comdat function.
static bool canRenameComdat(
    Function &F,
    std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers) {
  if (!DoComdatRenaming || !canRenameComdatFunc(F, true))
    return false;
 
  // FIXME: Current only handle those Comdat groups that only containing one
  // function.
  // (1) For a Comdat group containing multiple functions, we need to have a
  // unique postfix based on the hashes for each function. There is a
  // non-trivial code refactoring to do this efficiently.
  // (2) Variables can not be renamed, so we can not rename Comdat function in a
  // group including global vars.
  Comdat *C = F.getComdat();
  for (auto &&CM : make_range(ComdatMembers.equal_range(C))) {
    assert(!isa<GlobalAlias>(CM.second));
    Function *FM = dyn_cast<Function>(CM.second);
    if (FM != &F)
      return false;
  }
  return true;
}
 
// Append the CFGHash to the Comdat function name.
template <class Edge, class BBInfo>
void FuncPGOInstrumentation<Edge, BBInfo>::renameComdatFunction() {
  if (!canRenameComdat(F, ComdatMembers))
    return;
  std::string OrigName = F.getName().str();
  std::string NewFuncName =
      Twine(F.getName() + "." + Twine(FunctionHash)).str();
  F.setName(Twine(NewFuncName));
  GlobalAlias::create(GlobalValue::WeakAnyLinkage, OrigName, &F);
  FuncName = Twine(FuncName + "." + Twine(FunctionHash)).str();
  Comdat *NewComdat;
  Module *M = F.getParent();
  // For AvailableExternallyLinkage functions, change the linkage to
  // LinkOnceODR and put them into comdat. This is because after renaming, there
  // is no backup external copy available for the function.
  if (!F.hasComdat()) {
    assert(F.getLinkage() == GlobalValue::AvailableExternallyLinkage);
    NewComdat = M->getOrInsertComdat(StringRef(NewFuncName));
    F.setLinkage(GlobalValue::LinkOnceODRLinkage);
    F.setComdat(NewComdat);
    return;
  }
 
  // This function belongs to a single function Comdat group.
  Comdat *OrigComdat = F.getComdat();
  std::string NewComdatName =
      Twine(OrigComdat->getName() + "." + Twine(FunctionHash)).str();
  NewComdat = M->getOrInsertComdat(StringRef(NewComdatName));
  NewComdat->setSelectionKind(OrigComdat->getSelectionKind());
 
  for (auto &&CM : make_range(ComdatMembers.equal_range(OrigComdat))) {
    // Must be a function.
    cast<Function>(CM.second)->setComdat(NewComdat);
  }
}
 
// Collect all the BBs that will be instruments and return them in
// InstrumentBBs and setup InEdges/OutEdge for UseBBInfo.
template <class Edge, class BBInfo>
void FuncPGOInstrumentation<Edge, BBInfo>::getInstrumentBBs(
    std::vector<BasicBlock *> &InstrumentBBs) {
  // Use a worklist as we will update the vector during the iteration.
  std::vector<Edge *> EdgeList;
  EdgeList.reserve(MST.AllEdges.size());
  for (auto &E : MST.AllEdges)
    EdgeList.push_back(E.get());
 
  for (auto &E : EdgeList) {
    BasicBlock *InstrBB = getInstrBB(E);
    if (InstrBB)
      InstrumentBBs.push_back(InstrBB);
  }
 
  // Set up InEdges/OutEdges for all BBs.
  for (auto &E : MST.AllEdges) {
    if (E->Removed)
      continue;
    const BasicBlock *SrcBB = E->SrcBB;
    const BasicBlock *DestBB = E->DestBB;
    BBInfo &SrcInfo = getBBInfo(SrcBB);
    BBInfo &DestInfo = getBBInfo(DestBB);
    SrcInfo.addOutEdge(E.get());
    DestInfo.addInEdge(E.get());
  }
}
 
// Given a CFG E to be instrumented, find which BB to place the instrumented
// code. The function will split the critical edge if necessary.
template <class Edge, class BBInfo>
BasicBlock *FuncPGOInstrumentation<Edge, BBInfo>::getInstrBB(Edge *E) {
  if (E->InMST || E->Removed)
    return nullptr;
 
  BasicBlock *SrcBB = const_cast<BasicBlock *>(E->SrcBB);
  BasicBlock *DestBB = const_cast<BasicBlock *>(E->DestBB);
  // For a fake edge, instrument the real BB.
  if (SrcBB == nullptr)
    return DestBB;
  if (DestBB == nullptr)
    return SrcBB;
 
  auto canInstrument = [](BasicBlock *BB) -> BasicBlock * {
    // There are basic blocks (such as catchswitch) cannot be instrumented.
    // If the returned first insertion point is the end of BB, skip this BB.
    if (BB->getFirstInsertionPt() == BB->end())
      return nullptr;
    return BB;
  };
 
  // Instrument the SrcBB if it has a single successor,
  // otherwise, the DestBB if this is not a critical edge.
  Instruction *TI = SrcBB->getTerminator();
  if (TI->getNumSuccessors() <= 1)
    return canInstrument(SrcBB);
  if (!E->IsCritical)
    return canInstrument(DestBB);
 
  // Some IndirectBr critical edges cannot be split by the previous
  // SplitIndirectBrCriticalEdges call. Bail out.
  unsigned SuccNum = GetSuccessorNumber(SrcBB, DestBB);
  BasicBlock *InstrBB =
      isa<IndirectBrInst>(TI) ? nullptr : SplitCriticalEdge(TI, SuccNum);
  if (!InstrBB) {
    LLVM_DEBUG(
        dbgs() << "Fail to split critical edge: not instrument this edge.\n");
    return nullptr;
  }
  // For a critical edge, we have to split. Instrument the newly
  // created BB.
  IsCS ? NumOfCSPGOSplit++ : NumOfPGOSplit++;
  LLVM_DEBUG(dbgs() << "Split critical edge: " << getBBInfo(SrcBB).Index
                    << " --> " << getBBInfo(DestBB).Index << "\n");
  // Need to add two new edges. First one: Add new edge of SrcBB->InstrBB.
  MST.addEdge(SrcBB, InstrBB, 0);
  // Second one: Add new edge of InstrBB->DestBB.
  Edge &NewEdge1 = MST.addEdge(InstrBB, DestBB, 0);
  NewEdge1.InMST = true;
  E->Removed = true;
 
  return canInstrument(InstrBB);
}
 
// When generating value profiling calls on Windows routines that make use of
// handler funclets for exception processing an operand bundle needs to attached
// to the called function. This routine will set \p OpBundles to contain the
// funclet information, if any is needed, that should be placed on the generated
// value profiling call for the value profile candidate call.
static void
populateEHOperandBundle(VPCandidateInfo &Cand,
                        DenseMap<BasicBlock *, ColorVector> &BlockColors,
                        SmallVectorImpl<OperandBundleDef> &OpBundles) {
  auto *OrigCall = dyn_cast<CallBase>(Cand.AnnotatedInst);
  if (!OrigCall)
    return;
 
  if (!isa<IntrinsicInst>(OrigCall)) {
    // The instrumentation call should belong to the same funclet as a
    // non-intrinsic call, so just copy the operand bundle, if any exists.
    std::optional<OperandBundleUse> ParentFunclet =
        OrigCall->getOperandBundle(LLVMContext::OB_funclet);
    if (ParentFunclet)
      OpBundles.emplace_back(OperandBundleDef(*ParentFunclet));
  } else {
    // Intrinsics or other instructions do not get funclet information from the
    // front-end. Need to use the BlockColors that was computed by the routine
    // colorEHFunclets to determine whether a funclet is needed.
    if (!BlockColors.empty()) {
      const ColorVector &CV = BlockColors.find(OrigCall->getParent())->second;
      assert(CV.size() == 1 && "non-unique color for block!");
      Instruction *EHPad = CV.front()->getFirstNonPHI();
      if (EHPad->isEHPad())
        OpBundles.emplace_back("funclet", EHPad);
    }
  }
}
 
// Visit all edge and instrument the edges not in MST, and do value profiling.
// Critical edges will be split.
static void instrumentOneFunc(
    Function &F, Module *M, TargetLibraryInfo &TLI, BranchProbabilityInfo *BPI,
    BlockFrequencyInfo *BFI,
    std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers,
    bool IsCS) {
  // Split indirectbr critical edges here before computing the MST rather than
  // later in getInstrBB() to avoid invalidating it.
  SplitIndirectBrCriticalEdges(F, /*IgnoreBlocksWithoutPHI=*/false, BPI, BFI);
 
  FuncPGOInstrumentation<PGOEdge, BBInfo> FuncInfo(
      F, TLI, ComdatMembers, true, BPI, BFI, IsCS, PGOInstrumentEntry);
 
  Type *I8PtrTy = Type::getInt8PtrTy(M->getContext());
  auto Name = ConstantExpr::getBitCast(FuncInfo.FuncNameVar, I8PtrTy);
  auto CFGHash = ConstantInt::get(Type::getInt64Ty(M->getContext()),
                                  FuncInfo.FunctionHash);
  if (PGOFunctionEntryCoverage) {
    auto &EntryBB = F.getEntryBlock();
    IRBuilder<> Builder(&EntryBB, EntryBB.getFirstInsertionPt());
    // llvm.instrprof.cover(i8* <name>, i64 <hash>, i32 <num-counters>,
    //                      i32 <index>)
    Builder.CreateCall(
        Intrinsic::getDeclaration(M, Intrinsic::instrprof_cover),
        {Name, CFGHash, Builder.getInt32(1), Builder.getInt32(0)});
    return;
  }
 
  std::vector<BasicBlock *> InstrumentBBs;
  FuncInfo.getInstrumentBBs(InstrumentBBs);
  unsigned NumCounters =
      InstrumentBBs.size() + FuncInfo.SIVisitor.getNumOfSelectInsts();
 
  uint32_t I = 0;
  for (auto *InstrBB : InstrumentBBs) {
    IRBuilder<> Builder(InstrBB, InstrBB->getFirstInsertionPt());
    assert(Builder.GetInsertPoint() != InstrBB->end() &&
           "Cannot get the Instrumentation point");
    // llvm.instrprof.increment(i8* <name>, i64 <hash>, i32 <num-counters>,
    //                          i32 <index>)
    Builder.CreateCall(
        Intrinsic::getDeclaration(M, Intrinsic::instrprof_increment),
        {Name, CFGHash, Builder.getInt32(NumCounters), Builder.getInt32(I++)});
  }
 
  // Now instrument select instructions:
  FuncInfo.SIVisitor.instrumentSelects(F, &I, NumCounters, FuncInfo.FuncNameVar,
                                       FuncInfo.FunctionHash);
  assert(I == NumCounters);
 
  if (DisableValueProfiling)
    return;
 
  NumOfPGOICall += FuncInfo.ValueSites[IPVK_IndirectCallTarget].size();
 
  // Intrinsic function calls do not have funclet operand bundles needed for
  // Windows exception handling attached to them. However, if value profiling is
  // inserted for one of these calls, then a funclet value will need to be set
  // on the instrumentation call based on the funclet coloring.
  DenseMap<BasicBlock *, ColorVector> BlockColors;
  if (F.hasPersonalityFn() &&
      isFuncletEHPersonality(classifyEHPersonality(F.getPersonalityFn())))
    BlockColors = colorEHFunclets(F);
 
  // For each VP Kind, walk the VP candidates and instrument each one.
  for (uint32_t Kind = IPVK_First; Kind <= IPVK_Last; ++Kind) {
    unsigned SiteIndex = 0;
    if (Kind == IPVK_MemOPSize && !PGOInstrMemOP)
      continue;
 
    for (VPCandidateInfo Cand : FuncInfo.ValueSites[Kind]) {
      LLVM_DEBUG(dbgs() << "Instrument one VP " << ValueProfKindDescr[Kind]
                        << " site: CallSite Index = " << SiteIndex << "\n");
 
      IRBuilder<> Builder(Cand.InsertPt);
      assert(Builder.GetInsertPoint() != Cand.InsertPt->getParent()->end() &&
             "Cannot get the Instrumentation point");
 
      Value *ToProfile = nullptr;
      if (Cand.V->getType()->isIntegerTy())
        ToProfile = Builder.CreateZExtOrTrunc(Cand.V, Builder.getInt64Ty());
      else if (Cand.V->getType()->isPointerTy())
        ToProfile = Builder.CreatePtrToInt(Cand.V, Builder.getInt64Ty());
      assert(ToProfile && "value profiling Value is of unexpected type");
 
      SmallVector<OperandBundleDef, 1> OpBundles;
      populateEHOperandBundle(Cand, BlockColors, OpBundles);
      Builder.CreateCall(
          Intrinsic::getDeclaration(M, Intrinsic::instrprof_value_profile),
          {ConstantExpr::getBitCast(FuncInfo.FuncNameVar, I8PtrTy),
           Builder.getInt64(FuncInfo.FunctionHash), ToProfile,
           Builder.getInt32(Kind), Builder.getInt32(SiteIndex++)},
          OpBundles);
    }
  } // IPVK_First <= Kind <= IPVK_Last
}
 
namespace {
 
// This class represents a CFG edge in profile use compilation.
struct PGOUseEdge : public PGOEdge {
  bool CountValid = false;
  uint64_t CountValue = 0;
 
  PGOUseEdge(const BasicBlock *Src, const BasicBlock *Dest, uint64_t W = 1)
      : PGOEdge(Src, Dest, W) {}
 
  // Set edge count value
  void setEdgeCount(uint64_t Value) {
    CountValue = Value;
    CountValid = true;
  }
 
  // Return the information string for this object.
  std::string infoString() const {
    if (!CountValid)
      return PGOEdge::infoString();
    return (Twine(PGOEdge::infoString()) + "  Count=" + Twine(CountValue))
        .str();
  }
};
 
using DirectEdges = SmallVector<PGOUseEdge *, 2>;
 
// This class stores the auxiliary information for each BB.
struct UseBBInfo : public BBInfo {
  uint64_t CountValue = 0;
  bool CountValid;
  int32_t UnknownCountInEdge = 0;
  int32_t UnknownCountOutEdge = 0;
  DirectEdges InEdges;
  DirectEdges OutEdges;
 
  UseBBInfo(unsigned IX) : BBInfo(IX), CountValid(false) {}
 
  UseBBInfo(unsigned IX, uint64_t C)
      : BBInfo(IX), CountValue(C), CountValid(true) {}
 
  // Set the profile count value for this BB.
  void setBBInfoCount(uint64_t Value) {
    CountValue = Value;
    CountValid = true;
  }
 
  // Return the information string of this object.
  std::string infoString() const {
    if (!CountValid)
      return BBInfo::infoString();
    return (Twine(BBInfo::infoString()) + "  Count=" + Twine(CountValue)).str();
  }
 
  // Add an OutEdge and update the edge count.
  void addOutEdge(PGOUseEdge *E) {
    OutEdges.push_back(E);
    UnknownCountOutEdge++;
  }
 
  // Add an InEdge and update the edge count.
  void addInEdge(PGOUseEdge *E) {
    InEdges.push_back(E);
    UnknownCountInEdge++;
  }
};
 
} // end anonymous namespace
 
// Sum up the count values for all the edges.
static uint64_t sumEdgeCount(const ArrayRef<PGOUseEdge *> Edges) {
  uint64_t Total = 0;
  for (const auto &E : Edges) {
    if (E->Removed)
      continue;
    Total += E->CountValue;
  }
  return Total;
}
 
namespace {
 
class PGOUseFunc {
public:
  PGOUseFunc(Function &Func, Module *Modu, TargetLibraryInfo &TLI,
             std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers,
             BranchProbabilityInfo *BPI, BlockFrequencyInfo *BFIin,
             ProfileSummaryInfo *PSI, bool IsCS, bool InstrumentFuncEntry)
      : F(Func), M(Modu), BFI(BFIin), PSI(PSI),
        FuncInfo(Func, TLI, ComdatMembers, false, BPI, BFIin, IsCS,
                 InstrumentFuncEntry),
        FreqAttr(FFA_Normal), IsCS(IsCS) {}
 
  // Read counts for the instrumented BB from profile.
  bool readCounters(IndexedInstrProfReader *PGOReader, bool &AllZeros,
                    InstrProfRecord::CountPseudoKind &PseudoKind);
 
  // Read memprof data for the instrumented function from profile.
  bool readMemprof(IndexedInstrProfReader *PGOReader);
 
  // Populate the counts for all BBs.
  void populateCounters();
 
  // Set the branch weights based on the count values.
  void setBranchWeights();
 
  // Annotate the value profile call sites for all value kind.
  void annotateValueSites();
 
  // Annotate the value profile call sites for one value kind.
  void annotateValueSites(uint32_t Kind);
 
  // Annotate the irreducible loop header weights.
  void annotateIrrLoopHeaderWeights();
 
  // The hotness of the function from the profile count.
  enum FuncFreqAttr { FFA_Normal, FFA_Cold, FFA_Hot };
 
  // Return the function hotness from the profile.
  FuncFreqAttr getFuncFreqAttr() const { return FreqAttr; }
 
  // Return the function hash.
  uint64_t getFuncHash() const { return FuncInfo.FunctionHash; }
 
  // Return the profile record for this function;
  InstrProfRecord &getProfileRecord() { return ProfileRecord; }
 
  // Return the auxiliary BB information.
  UseBBInfo &getBBInfo(const BasicBlock *BB) const {
    return FuncInfo.getBBInfo(BB);
  }
 
  // Return the auxiliary BB information if available.
  UseBBInfo *findBBInfo(const BasicBlock *BB) const {
    return FuncInfo.findBBInfo(BB);
  }
 
  Function &getFunc() const { return F; }
 
  void dumpInfo(std::string Str = "") const {
    FuncInfo.dumpInfo(Str);
  }
 
  uint64_t getProgramMaxCount() const { return ProgramMaxCount; }
private:
  Function &F;
  Module *M;
  BlockFrequencyInfo *BFI;
  ProfileSummaryInfo *PSI;
 
  // This member stores the shared information with class PGOGenFunc.
  FuncPGOInstrumentation<PGOUseEdge, UseBBInfo> FuncInfo;
 
  // The maximum count value in the profile. This is only used in PGO use
  // compilation.
  uint64_t ProgramMaxCount;
 
  // Position of counter that remains to be read.
  uint32_t CountPosition = 0;
 
  // Total size of the profile count for this function.
  uint32_t ProfileCountSize = 0;
 
  // ProfileRecord for this function.
  InstrProfRecord ProfileRecord;
 
  // Function hotness info derived from profile.
  FuncFreqAttr FreqAttr;
 
  // Is to use the context sensitive profile.
  bool IsCS;
 
  // Find the Instrumented BB and set the value. Return false on error.
  bool setInstrumentedCounts(const std::vector<uint64_t> &CountFromProfile);
 
  // Set the edge counter value for the unknown edge -- there should be only
  // one unknown edge.
  void setEdgeCount(DirectEdges &Edges, uint64_t Value);
 
  // Return FuncName string;
  std::string getFuncName() const { return FuncInfo.FuncName; }
 
  // Set the hot/cold inline hints based on the count values.
  // FIXME: This function should be removed once the functionality in
  // the inliner is implemented.
  void markFunctionAttributes(uint64_t EntryCount, uint64_t MaxCount) {
    if (PSI->isHotCount(EntryCount))
      FreqAttr = FFA_Hot;
    else if (PSI->isColdCount(MaxCount))
      FreqAttr = FFA_Cold;
  }
};
 
} // end anonymous namespace
 
// Visit all the edges and assign the count value for the instrumented
// edges and the BB. Return false on error.
bool PGOUseFunc::setInstrumentedCounts(
    const std::vector<uint64_t> &CountFromProfile) {
 
  std::vector<BasicBlock *> InstrumentBBs;
  FuncInfo.getInstrumentBBs(InstrumentBBs);
  unsigned NumCounters =
      InstrumentBBs.size() + FuncInfo.SIVisitor.getNumOfSelectInsts();
  // The number of counters here should match the number of counters
  // in profile. Return if they mismatch.
  if (NumCounters != CountFromProfile.size()) {
    return false;
  }
  auto *FuncEntry = &*F.begin();
 
  // Set the profile count to the Instrumented BBs.
  uint32_t I = 0;
  for (BasicBlock *InstrBB : InstrumentBBs) {
    uint64_t CountValue = CountFromProfile[I++];
    UseBBInfo &Info = getBBInfo(InstrBB);
    // If we reach here, we know that we have some nonzero count
    // values in this function. The entry count should not be 0.
    // Fix it if necessary.
    if (InstrBB == FuncEntry && CountValue == 0)
      CountValue = 1;
    Info.setBBInfoCount(CountValue);
  }
  ProfileCountSize = CountFromProfile.size();
  CountPosition = I;
 
  // Set the edge count and update the count of unknown edges for BBs.
  auto setEdgeCount = [this](PGOUseEdge *E, uint64_t Value) -> void {
    E->setEdgeCount(Value);
    this->getBBInfo(E->SrcBB).UnknownCountOutEdge--;
    this->getBBInfo(E->DestBB).UnknownCountInEdge--;
  };
 
  // Set the profile count the Instrumented edges. There are BBs that not in
  // MST but not instrumented. Need to set the edge count value so that we can
  // populate the profile counts later.
  for (auto &E : FuncInfo.MST.AllEdges) {
    if (E->Removed || E->InMST)
      continue;
    const BasicBlock *SrcBB = E->SrcBB;
    UseBBInfo &SrcInfo = getBBInfo(SrcBB);
 
    // If only one out-edge, the edge profile count should be the same as BB
    // profile count.
    if (SrcInfo.CountValid && SrcInfo.OutEdges.size() == 1)
      setEdgeCount(E.get(), SrcInfo.CountValue);
    else {
      const BasicBlock *DestBB = E->DestBB;
      UseBBInfo &DestInfo = getBBInfo(DestBB);
      // If only one in-edge, the edge profile count should be the same as BB
      // profile count.
      if (DestInfo.CountValid && DestInfo.InEdges.size() == 1)
        setEdgeCount(E.get(), DestInfo.CountValue);
    }
    if (E->CountValid)
      continue;
    // E's count should have been set from profile. If not, this meenas E skips
    // the instrumentation. We set the count to 0.
    setEdgeCount(E.get(), 0);
  }
  return true;
}
 
// Set the count value for the unknown edge. There should be one and only one
// unknown edge in Edges vector.
void PGOUseFunc::setEdgeCount(DirectEdges &Edges, uint64_t Value) {
  for (auto &E : Edges) {
    if (E->CountValid)
      continue;
    E->setEdgeCount(Value);
 
    getBBInfo(E->SrcBB).UnknownCountOutEdge--;
    getBBInfo(E->DestBB).UnknownCountInEdge--;
    return;
  }
  llvm_unreachable("Cannot find the unknown count edge");
}
 
// Emit function metadata indicating PGO profile mismatch.
static void annotateFunctionWithHashMismatch(Function &F,
                                             LLVMContext &ctx) {
  const char MetadataName[] = "instr_prof_hash_mismatch";
  SmallVector<Metadata *, 2> Names;
  // If this metadata already exists, ignore.
  auto *Existing = F.getMetadata(LLVMContext::MD_annotation);
  if (Existing) {
    MDTuple *Tuple = cast<MDTuple>(Existing);
    for (const auto &N : Tuple->operands()) {
      if (cast<MDString>(N.get())->getString() ==  MetadataName)
        return;
      Names.push_back(N.get());
    }
  }
 
  MDBuilder MDB(ctx);
  Names.push_back(MDB.createString(MetadataName));
  MDNode *MD = MDTuple::get(ctx, Names);
  F.setMetadata(LLVMContext::MD_annotation, MD);
}
 
static void addCallsiteMetadata(Instruction &I,
                                std::vector<uint64_t> &InlinedCallStack,
                                LLVMContext &Ctx) {
  I.setMetadata(LLVMContext::MD_callsite,
                buildCallstackMetadata(InlinedCallStack, Ctx));
}
 
static uint64_t computeStackId(GlobalValue::GUID Function, uint32_t LineOffset,
                               uint32_t Column) {
  llvm::HashBuilder<llvm::TruncatedBLAKE3<8>, llvm::support::endianness::little>
      HashBuilder;
  HashBuilder.add(Function, LineOffset, Column);
  llvm::BLAKE3Result<8> Hash = HashBuilder.final();
  uint64_t Id;
  std::memcpy(&Id, Hash.data(), sizeof(Hash));
  return Id;
}
 
static uint64_t computeStackId(const memprof::Frame &Frame) {
  return computeStackId(Frame.Function, Frame.LineOffset, Frame.Column);
}
 
static void addCallStack(CallStackTrie &AllocTrie,
                         const AllocationInfo *AllocInfo) {
  SmallVector<uint64_t> StackIds;
  for (auto StackFrame : AllocInfo->CallStack)
    StackIds.push_back(computeStackId(StackFrame));
  auto AllocType = getAllocType(AllocInfo->Info.getMaxAccessCount(),
                                AllocInfo->Info.getMinSize(),
                                AllocInfo->Info.getMinLifetime());
  AllocTrie.addCallStack(AllocType, StackIds);
}
 
// Helper to compare the InlinedCallStack computed from an instruction's debug
// info to a list of Frames from profile data (either the allocation data or a
// callsite). For callsites, the StartIndex to use in the Frame array may be
// non-zero.
static bool
stackFrameIncludesInlinedCallStack(ArrayRef<Frame> ProfileCallStack,
                                   ArrayRef<uint64_t> InlinedCallStack,
                                   unsigned StartIndex = 0) {
  auto StackFrame = ProfileCallStack.begin() + StartIndex;
  auto InlCallStackIter = InlinedCallStack.begin();
  for (; StackFrame != ProfileCallStack.end() &&
         InlCallStackIter != InlinedCallStack.end();
       ++StackFrame, ++InlCallStackIter) {
    uint64_t StackId = computeStackId(*StackFrame);
    if (StackId != *InlCallStackIter)
      return false;
  }
  // Return true if we found and matched all stack ids from the call
  // instruction.
  return InlCallStackIter == InlinedCallStack.end();
}
 
bool PGOUseFunc::readMemprof(IndexedInstrProfReader *PGOReader) {
  if (!MatchMemProf)
    return true;
 
  auto &Ctx = M->getContext();
 
  auto FuncGUID = Function::getGUID(FuncInfo.FuncName);
  Expected<memprof::MemProfRecord> MemProfResult =
      PGOReader->getMemProfRecord(FuncGUID);
  if (Error E = MemProfResult.takeError()) {
    handleAllErrors(std::move(E), [&](const InstrProfError &IPE) {
      auto Err = IPE.get();
      bool SkipWarning = false;
      LLVM_DEBUG(dbgs() << "Error in reading profile for Func "
                        << FuncInfo.FuncName << ": ");
      if (Err == instrprof_error::unknown_function) {
        NumOfMemProfMissing++;
        SkipWarning = !PGOWarnMissing;
        LLVM_DEBUG(dbgs() << "unknown function");
      } else if (Err == instrprof_error::hash_mismatch) {
        SkipWarning =
            NoPGOWarnMismatch ||
            (NoPGOWarnMismatchComdatWeak &&
             (F.hasComdat() ||
              F.getLinkage() == GlobalValue::AvailableExternallyLinkage));
        LLVM_DEBUG(dbgs() << "hash mismatch (skip=" << SkipWarning << ")");
      }
 
      if (SkipWarning)
        return;
 
      std::string Msg =
          (IPE.message() + Twine(" ") + F.getName().str() + Twine(" Hash = ") +
           std::to_string(FuncInfo.FunctionHash))
              .str();
 
      Ctx.diagnose(
          DiagnosticInfoPGOProfile(M->getName().data(), Msg, DS_Warning));
    });
    return false;
  }
 
  // Build maps of the location hash to all profile data with that leaf location
  // (allocation info and the callsites).
  std::map<uint64_t, std::set<const AllocationInfo *>> LocHashToAllocInfo;
  // For the callsites we need to record the index of the associated frame in
  // the frame array (see comments below where the map entries are added).
  std::map<uint64_t, std::set<std::pair<const SmallVector<Frame> *, unsigned>>>
      LocHashToCallSites;
  const auto MemProfRec = std::move(MemProfResult.get());
  for (auto &AI : MemProfRec.AllocSites) {
    // Associate the allocation info with the leaf frame. The later matching
    // code will match any inlined call sequences in the IR with a longer prefix
    // of call stack frames.
    uint64_t StackId = computeStackId(AI.CallStack[0]);
    LocHashToAllocInfo[StackId].insert(&AI);
  }
  for (auto &CS : MemProfRec.CallSites) {
    // Need to record all frames from leaf up to and including this function,
    // as any of these may or may not have been inlined at this point.
    unsigned Idx = 0;
    for (auto &StackFrame : CS) {
      uint64_t StackId = computeStackId(StackFrame);
      LocHashToCallSites[StackId].insert(std::make_pair(&CS, Idx++));
      // Once we find this function, we can stop recording.
      if (StackFrame.Function == FuncGUID)
        break;
    }
    assert(Idx <= CS.size() && CS[Idx - 1].Function == FuncGUID);
  }
 
  auto GetOffset = [](const DILocation *DIL) {
    return (DIL->getLine() - DIL->getScope()->getSubprogram()->getLine()) &
           0xffff;
  };
 
  // Now walk the instructions, looking up the associated profile data using
  // dbug locations.
  for (auto &BB : F) {
    for (auto &I : BB) {
      if (I.isDebugOrPseudoInst())
        continue;
      // We are only interested in calls (allocation or interior call stack
      // context calls).
      auto *CI = dyn_cast<CallBase>(&I);
      if (!CI)
        continue;
      auto *CalledFunction = CI->getCalledFunction();
      if (CalledFunction && CalledFunction->isIntrinsic())
        continue;
      // List of call stack ids computed from the location hashes on debug
      // locations (leaf to inlined at root).
      std::vector<uint64_t> InlinedCallStack;
      // Was the leaf location found in one of the profile maps?
      bool LeafFound = false;
      // If leaf was found in a map, iterators pointing to its location in both
      // of the maps. It might exist in neither, one, or both (the latter case
      // can happen because we don't currently have discriminators to
      // distinguish the case when a single line/col maps to both an allocation
      // and another callsite).
      std::map<uint64_t, std::set<const AllocationInfo *>>::iterator
          AllocInfoIter;
      std::map<uint64_t, std::set<std::pair<const SmallVector<Frame> *,
                                            unsigned>>>::iterator CallSitesIter;
      for (const DILocation *DIL = I.getDebugLoc(); DIL != nullptr;
           DIL = DIL->getInlinedAt()) {
        // Use C++ linkage name if possible. Need to compile with
        // -fdebug-info-for-profiling to get linkage name.
        StringRef Name = DIL->getScope()->getSubprogram()->getLinkageName();
        if (Name.empty())
          Name = DIL->getScope()->getSubprogram()->getName();
        auto CalleeGUID = Function::getGUID(Name);
        auto StackId =
            computeStackId(CalleeGUID, GetOffset(DIL), DIL->getColumn());
        // LeafFound will only be false on the first iteration, since we either
        // set it true or break out of the loop below.
        if (!LeafFound) {
          AllocInfoIter = LocHashToAllocInfo.find(StackId);
          CallSitesIter = LocHashToCallSites.find(StackId);
          // Check if the leaf is in one of the maps. If not, no need to look
          // further at this call.
          if (AllocInfoIter == LocHashToAllocInfo.end() &&
              CallSitesIter == LocHashToCallSites.end())
            break;
          LeafFound = true;
        }
        InlinedCallStack.push_back(StackId);
      }
      // If leaf not in either of the maps, skip inst.
      if (!LeafFound)
        continue;
 
      // First add !memprof metadata from allocation info, if we found the
      // instruction's leaf location in that map, and if the rest of the
      // instruction's locations match the prefix Frame locations on an
      // allocation context with the same leaf.
      if (AllocInfoIter != LocHashToAllocInfo.end()) {
        // Only consider allocations via new, to reduce unnecessary metadata,
        // since those are the only allocations that will be targeted initially.
        if (!isNewLikeFn(CI, &FuncInfo.TLI))
          continue;
        // We may match this instruction's location list to multiple MIB
        // contexts. Add them to a Trie specialized for trimming the contexts to
        // the minimal needed to disambiguate contexts with unique behavior.
        CallStackTrie AllocTrie;
        for (auto *AllocInfo : AllocInfoIter->second) {
          // Check the full inlined call stack against this one.
          // If we found and thus matched all frames on the call, include
          // this MIB.
          if (stackFrameIncludesInlinedCallStack(AllocInfo->CallStack,
                                                 InlinedCallStack))
            addCallStack(AllocTrie, AllocInfo);
        }
        // We might not have matched any to the full inlined call stack.
        // But if we did, create and attach metadata, or a function attribute if
        // all contexts have identical profiled behavior.
        if (!AllocTrie.empty()) {
          // MemprofMDAttached will be false if a function attribute was
          // attached.
          bool MemprofMDAttached = AllocTrie.buildAndAttachMIBMetadata(CI);
          assert(MemprofMDAttached == I.hasMetadata(LLVMContext::MD_memprof));
          if (MemprofMDAttached) {
            // Add callsite metadata for the instruction's location list so that
            // it simpler later on to identify which part of the MIB contexts
            // are from this particular instruction (including during inlining,
            // when the callsite metdata will be updated appropriately).
            // FIXME: can this be changed to strip out the matching stack
            // context ids from the MIB contexts and not add any callsite
            // metadata here to save space?
            addCallsiteMetadata(I, InlinedCallStack, Ctx);
          }
        }
        continue;
      }
 
      // Otherwise, add callsite metadata. If we reach here then we found the
      // instruction's leaf location in the callsites map and not the allocation
      // map.
      assert(CallSitesIter != LocHashToCallSites.end());
      for (auto CallStackIdx : CallSitesIter->second) {
        // If we found and thus matched all frames on the call, create and
        // attach call stack metadata.
        if (stackFrameIncludesInlinedCallStack(
                *CallStackIdx.first, InlinedCallStack, CallStackIdx.second)) {
          addCallsiteMetadata(I, InlinedCallStack, Ctx);
          // Only need to find one with a matching call stack and add a single
          // callsite metadata.
          break;
        }
      }
    }
  }
 
  return true;
}
 
// Read the profile from ProfileFileName and assign the value to the
// instrumented BB and the edges. This function also updates ProgramMaxCount.
// Return true if the profile are successfully read, and false on errors.
bool PGOUseFunc::readCounters(IndexedInstrProfReader *PGOReader, bool &AllZeros,
                              InstrProfRecord::CountPseudoKind &PseudoKind) {
  auto &Ctx = M->getContext();
  uint64_t MismatchedFuncSum = 0;
  Expected<InstrProfRecord> Result = PGOReader->getInstrProfRecord(
      FuncInfo.FuncName, FuncInfo.FunctionHash, &MismatchedFuncSum);
  if (Error E = Result.takeError()) {
    handleAllErrors(std::move(E), [&](const InstrProfError &IPE) {
      auto Err = IPE.get();
      bool SkipWarning = false;
      LLVM_DEBUG(dbgs() << "Error in reading profile for Func "
                        << FuncInfo.FuncName << ": ");
      if (Err == instrprof_error::unknown_function) {
        IsCS ? NumOfCSPGOMissing++ : NumOfPGOMissing++;
        SkipWarning = !PGOWarnMissing;
        LLVM_DEBUG(dbgs() << "unknown function");
      } else if (Err == instrprof_error::hash_mismatch ||
                 Err == instrprof_error::malformed) {
        IsCS ? NumOfCSPGOMismatch++ : NumOfPGOMismatch++;
        SkipWarning =
            NoPGOWarnMismatch ||
            (NoPGOWarnMismatchComdatWeak &&
             (F.hasComdat() || F.getLinkage() == GlobalValue::WeakAnyLinkage ||
              F.getLinkage() == GlobalValue::AvailableExternallyLinkage));
        LLVM_DEBUG(dbgs() << "hash mismatch (hash= " << FuncInfo.FunctionHash
                          << " skip=" << SkipWarning << ")");
        // Emit function metadata indicating PGO profile mismatch.
        annotateFunctionWithHashMismatch(F, M->getContext());
      }
 
      LLVM_DEBUG(dbgs() << " IsCS=" << IsCS << "\n");
      if (SkipWarning)
        return;
 
      std::string Msg =
          IPE.message() + std::string(" ") + F.getName().str() +
          std::string(" Hash = ") + std::to_string(FuncInfo.FunctionHash) +
          std::string(" up to ") + std::to_string(MismatchedFuncSum) +
          std::string(" count discarded");
 
      Ctx.diagnose(
          DiagnosticInfoPGOProfile(M->getName().data(), Msg, DS_Warning));
    });
    return false;
  }
  ProfileRecord = std::move(Result.get());
  PseudoKind = ProfileRecord.getCountPseudoKind();
  if (PseudoKind != InstrProfRecord::NotPseudo) {
    return true;
  }
  std::vector<uint64_t> &CountFromProfile = ProfileRecord.Counts;
 
  IsCS ? NumOfCSPGOFunc++ : NumOfPGOFunc++;
  LLVM_DEBUG(dbgs() << CountFromProfile.size() << " counts\n");
 
  uint64_t ValueSum = 0;
  for (unsigned I = 0, S = CountFromProfile.size(); I < S; I++) {
    LLVM_DEBUG(dbgs() << "  " << I << ": " << CountFromProfile[I] << "\n");
    ValueSum += CountFromProfile[I];
  }
  AllZeros = (ValueSum == 0);
 
  LLVM_DEBUG(dbgs() << "SUM =  " << ValueSum << "\n");
 
  getBBInfo(nullptr).UnknownCountOutEdge = 2;
  getBBInfo(nullptr).UnknownCountInEdge = 2;
 
  if (!setInstrumentedCounts(CountFromProfile)) {
    LLVM_DEBUG(
        dbgs() << "Inconsistent number of counts, skipping this function");
    Ctx.diagnose(DiagnosticInfoPGOProfile(
        M->getName().data(),
        Twine("Inconsistent number of counts in ") + F.getName().str()
        + Twine(": the profile may be stale or there is a function name collision."),
        DS_Warning));
    return false;
  }
  ProgramMaxCount = PGOReader->getMaximumFunctionCount(IsCS);
  return true;
}
 
// Populate the counters from instrumented BBs to all BBs.
// In the end of this operation, all BBs should have a valid count value.
void PGOUseFunc::populateCounters() {
  bool Changes = true;
  unsigned NumPasses = 0;
  while (Changes) {
    NumPasses++;
    Changes = false;
 
    // For efficient traversal, it's better to start from the end as most
    // of the instrumented edges are at the end.
    for (auto &BB : reverse(F)) {
      UseBBInfo *Count = findBBInfo(&BB);
      if (Count == nullptr)
        continue;
      if (!Count->CountValid) {
        if (Count->UnknownCountOutEdge == 0) {
          Count->CountValue = sumEdgeCount(Count->OutEdges);
          Count->CountValid = true;
          Changes = true;
        } else if (Count->UnknownCountInEdge == 0) {
          Count->CountValue = sumEdgeCount(Count->InEdges);
          Count->CountValid = true;
          Changes = true;
        }
      }
      if (Count->CountValid) {
        if (Count->UnknownCountOutEdge == 1) {
          uint64_t Total = 0;
          uint64_t OutSum = sumEdgeCount(Count->OutEdges);
          // If the one of the successor block can early terminate (no-return),
          // we can end up with situation where out edge sum count is larger as
          // the source BB's count is collected by a post-dominated block.
          if (Count->CountValue > OutSum)
            Total = Count->CountValue - OutSum;
          setEdgeCount(Count->OutEdges, Total);
          Changes = true;
        }
        if (Count->UnknownCountInEdge == 1) {
          uint64_t Total = 0;
          uint64_t InSum = sumEdgeCount(Count->InEdges);
          if (Count->CountValue > InSum)
            Total = Count->CountValue - InSum;
          setEdgeCount(Count->InEdges, Total);
          Changes = true;
        }
      }
    }
  }
 
  LLVM_DEBUG(dbgs() << "Populate counts in " << NumPasses << " passes.\n");
  (void) NumPasses;
#ifndef NDEBUG
  // Assert every BB has a valid counter.
  for (auto &BB : F) {
    auto BI = findBBInfo(&BB);
    if (BI == nullptr)
      continue;
    assert(BI->CountValid && "BB count is not valid");
  }
#endif
  uint64_t FuncEntryCount = getBBInfo(&*F.begin()).CountValue;
  uint64_t FuncMaxCount = FuncEntryCount;
  for (auto &BB : F) {
    auto BI = findBBInfo(&BB);
    if (BI == nullptr)
      continue;
    FuncMaxCount = std::max(FuncMaxCount, BI->CountValue);
  }
 
  // Fix the obviously inconsistent entry count.
  if (FuncMaxCount > 0 && FuncEntryCount == 0)
    FuncEntryCount = 1;
  F.setEntryCount(ProfileCount(FuncEntryCount, Function::PCT_Real));
  markFunctionAttributes(FuncEntryCount, FuncMaxCount);
 
  // Now annotate select instructions
  FuncInfo.SIVisitor.annotateSelects(F, this, &CountPosition);
  assert(CountPosition == ProfileCountSize);
 
  LLVM_DEBUG(FuncInfo.dumpInfo("after reading profile."));
}
 
// Assign the scaled count values to the BB with multiple out edges.
void PGOUseFunc::setBranchWeights() {
  // Generate MD_prof metadata for every branch instruction.
  LLVM_DEBUG(dbgs() << "\nSetting branch weights for func " << F.getName()
                    << " IsCS=" << IsCS << "\n");
  for (auto &BB : F) {
    Instruction *TI = BB.getTerminator();
    if (TI->getNumSuccessors() < 2)
      continue;
    if (!(isa<BranchInst>(TI) || isa<SwitchInst>(TI) ||
          isa<IndirectBrInst>(TI) || isa<InvokeInst>(TI) ||
          isa<CallBrInst>(TI)))
      continue;
 
    if (getBBInfo(&BB).CountValue == 0)
      continue;
 
    // We have a non-zero Branch BB.
    const UseBBInfo &BBCountInfo = getBBInfo(&BB);
    unsigned Size = BBCountInfo.OutEdges.size();
    SmallVector<uint64_t, 2> EdgeCounts(Size, 0);
    uint64_t MaxCount = 0;
    for (unsigned s = 0; s < Size; s++) {
      const PGOUseEdge *E = BBCountInfo.OutEdges[s];
      const BasicBlock *SrcBB = E->SrcBB;
      const BasicBlock *DestBB = E->DestBB;
      if (DestBB == nullptr)
        continue;
      unsigned SuccNum = GetSuccessorNumber(SrcBB, DestBB);
      uint64_t EdgeCount = E->CountValue;
      if (EdgeCount > MaxCount)
        MaxCount = EdgeCount;
      EdgeCounts[SuccNum] = EdgeCount;
    }
 
    if (MaxCount)
      setProfMetadata(M, TI, EdgeCounts, MaxCount);
    else {
      // A zero MaxCount can come about when we have a BB with a positive
      // count, and whose successor blocks all have 0 count. This can happen
      // when there is no exit block and the code exits via a noreturn function.
      auto &Ctx = M->getContext();
      Ctx.diagnose(DiagnosticInfoPGOProfile(
        M->getName().data(),
        Twine("Profile in ") + F.getName().str() +
            Twine(" partially ignored") +
            Twine(", possibly due to the lack of a return path."),
        DS_Warning));
    }
  }
}
 
static bool isIndirectBrTarget(BasicBlock *BB) {
  for (BasicBlock *Pred : predecessors(BB)) {
    if (isa<IndirectBrInst>(Pred->getTerminator()))
      return true;
  }
  return false;
}
 
void PGOUseFunc::annotateIrrLoopHeaderWeights() {
  LLVM_DEBUG(dbgs() << "\nAnnotating irreducible loop header weights.\n");
  // Find irr loop headers
  for (auto &BB : F) {
    // As a heuristic also annotate indrectbr targets as they have a high chance
    // to become an irreducible loop header after the indirectbr tail
    // duplication.
    if (BFI->isIrrLoopHeader(&BB) || isIndirectBrTarget(&BB)) {
      Instruction *TI = BB.getTerminator();
      const UseBBInfo &BBCountInfo = getBBInfo(&BB);
      setIrrLoopHeaderMetadata(M, TI, BBCountInfo.CountValue);
    }
  }
}
 
void SelectInstVisitor::instrumentOneSelectInst(SelectInst &SI) {
  if (PGOFunctionEntryCoverage)
    return;
  Module *M = F.getParent();
  IRBuilder<> Builder(&SI);
  Type *Int64Ty = Builder.getInt64Ty();
  Type *I8PtrTy = Builder.getInt8PtrTy();
  auto *Step = Builder.CreateZExt(SI.getCondition(), Int64Ty);
  Builder.CreateCall(
      Intrinsic::getDeclaration(M, Intrinsic::instrprof_increment_step),
      {ConstantExpr::getBitCast(FuncNameVar, I8PtrTy),
       Builder.getInt64(FuncHash), Builder.getInt32(TotalNumCtrs),
       Builder.getInt32(*CurCtrIdx), Step});
  ++(*CurCtrIdx);
}
 
void SelectInstVisitor::annotateOneSelectInst(SelectInst &SI) {
  std::vector<uint64_t> &CountFromProfile = UseFunc->getProfileRecord().Counts;
  assert(*CurCtrIdx < CountFromProfile.size() &&
         "Out of bound access of counters");
  uint64_t SCounts[2];
  SCounts[0] = CountFromProfile[*CurCtrIdx]; // True count
  ++(*CurCtrIdx);
  uint64_t TotalCount = 0;
  auto BI = UseFunc->findBBInfo(SI.getParent());
  if (BI != nullptr)
    TotalCount = BI->CountValue;
  // False Count
  SCounts[1] = (TotalCount > SCounts[0] ? TotalCount - SCounts[0] : 0);
  uint64_t MaxCount = std::max(SCounts[0], SCounts[1]);
  if (MaxCount)
    setProfMetadata(F.getParent(), &SI, SCounts, MaxCount);
}
 
void SelectInstVisitor::visitSelectInst(SelectInst &SI) {
  if (!PGOInstrSelect)
    return;
  // FIXME: do not handle this yet.
  if (SI.getCondition()->getType()->isVectorTy())
    return;
 
  switch (Mode) {
  case VM_counting:
    NSIs++;
    return;
  case VM_instrument:
    instrumentOneSelectInst(SI);
    return;
  case VM_annotate:
    annotateOneSelectInst(SI);
    return;
  }
 
  llvm_unreachable("Unknown visiting mode");
}
 
// Traverse all valuesites and annotate the instructions for all value kind.
void PGOUseFunc::annotateValueSites() {
  if (DisableValueProfiling)
    return;
 
  // Create the PGOFuncName meta data.
  createPGOFuncNameMetadata(F, FuncInfo.FuncName);
 
  for (uint32_t Kind = IPVK_First; Kind <= IPVK_Last; ++Kind)
    annotateValueSites(Kind);
}
 
// Annotate the instructions for a specific value kind.
void PGOUseFunc::annotateValueSites(uint32_t Kind) {
  assert(Kind <= IPVK_Last);
  unsigned ValueSiteIndex = 0;
  auto &ValueSites = FuncInfo.ValueSites[Kind];
  unsigned NumValueSites = ProfileRecord.getNumValueSites(Kind);
  if (NumValueSites != ValueSites.size()) {
    auto &Ctx = M->getContext();
    Ctx.diagnose(DiagnosticInfoPGOProfile(
        M->getName().data(),
        Twine("Inconsistent number of value sites for ") +
            Twine(ValueProfKindDescr[Kind]) +
            Twine(" profiling in \"") + F.getName().str() +
            Twine("\", possibly due to the use of a stale profile."),
        DS_Warning));
    return;
  }
 
  for (VPCandidateInfo &I : ValueSites) {
    LLVM_DEBUG(dbgs() << "Read one value site profile (kind = " << Kind
                      << "): Index = " << ValueSiteIndex << " out of "
                      << NumValueSites << "\n");
    annotateValueSite(*M, *I.AnnotatedInst, ProfileRecord,
                      static_cast<InstrProfValueKind>(Kind), ValueSiteIndex,
                      Kind == IPVK_MemOPSize ? MaxNumMemOPAnnotations
                                             : MaxNumAnnotations);
    ValueSiteIndex++;
  }
}
 
// Collect the set of members for each Comdat in module M and store
// in ComdatMembers.
static void collectComdatMembers(
    Module &M,
    std::unordered_multimap<Comdat *, GlobalValue *> &ComdatMembers) {
  if (!DoComdatRenaming)
    return;
  for (Function &F : M)
    if (Comdat *C = F.getComdat())
      ComdatMembers.insert(std::make_pair(C, &F));
  for (GlobalVariable &GV : M.globals())
    if (Comdat *C = GV.getComdat())
      ComdatMembers.insert(std::make_pair(C, &GV));
  for (GlobalAlias &GA : M.aliases())
    if (Comdat *C = GA.getComdat())
      ComdatMembers.insert(std::make_pair(C, &GA));
}
 
// Don't perform PGO instrumeatnion / profile-use.
static bool skipPGO(const Function &F) {
  if (F.isDeclaration())
    return true;
  if (F.hasFnAttribute(llvm::Attribute::NoProfile))
    return true;
  if (F.hasFnAttribute(llvm::Attribute::SkipProfile))
    return true;
  if (F.getInstructionCount() < PGOFunctionSizeThreshold)
    return true;
 
  // If there are too many critical edges, PGO might cause
  // compiler time problem. Skip PGO if the number of
  // critical edges execeed the threshold.
  unsigned NumCriticalEdges = 0;
  for (auto &BB : F) {
    const Instruction *TI = BB.getTerminator();
    for (unsigned I = 0, E = TI->getNumSuccessors(); I != E; ++I) {
      if (isCriticalEdge(TI, I))
        NumCriticalEdges++;
    }
  }
  if (NumCriticalEdges > PGOFunctionCriticalEdgeThreshold) {
    LLVM_DEBUG(dbgs() << "In func " << F.getName()
                      << ", NumCriticalEdges=" << NumCriticalEdges
                      << " exceed the threshold. Skip PGO.\n");
    return true;
  }
 
  return false;
}
 
static bool InstrumentAllFunctions(
    Module &M, function_ref<TargetLibraryInfo &(Function &)> LookupTLI,
    function_ref<BranchProbabilityInfo *(Function &)> LookupBPI,
    function_ref<BlockFrequencyInfo *(Function &)> LookupBFI, bool IsCS) {
  // For the context-sensitve instrumentation, we should have a separated pass
  // (before LTO/ThinLTO linking) to create these variables.
  if (!IsCS)
    createIRLevelProfileFlagVar(M, /*IsCS=*/false);
  std::unordered_multimap<Comdat *, GlobalValue *> ComdatMembers;
  collectComdatMembers(M, ComdatMembers);
 
  for (auto &F : M) {
    if (skipPGO(F))
      continue;
    auto &TLI = LookupTLI(F);
    auto *BPI = LookupBPI(F);
    auto *BFI = LookupBFI(F);
    instrumentOneFunc(F, &M, TLI, BPI, BFI, ComdatMembers, IsCS);
  }
  return true;
}
 
PreservedAnalyses
PGOInstrumentationGenCreateVar::run(Module &M, ModuleAnalysisManager &AM) {
  createProfileFileNameVar(M, CSInstrName);
  // The variable in a comdat may be discarded by LTO. Ensure the declaration
  // will be retained.
  appendToCompilerUsed(M, createIRLevelProfileFlagVar(M, /*IsCS=*/true));
  return PreservedAnalyses::all();
}
 
PreservedAnalyses PGOInstrumentationGen::run(Module &M,
                                             ModuleAnalysisManager &AM) {
  auto &FAM = AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
  auto LookupTLI = [&FAM](Function &F) -> TargetLibraryInfo & {
    return FAM.getResult<TargetLibraryAnalysis>(F);
  };
  auto LookupBPI = [&FAM](Function &F) {
    return &FAM.getResult<BranchProbabilityAnalysis>(F);
  };
  auto LookupBFI = [&FAM](Function &F) {
    return &FAM.getResult<BlockFrequencyAnalysis>(F);
  };
 
  if (!InstrumentAllFunctions(M, LookupTLI, LookupBPI, LookupBFI, IsCS))
    return PreservedAnalyses::all();
 
  return PreservedAnalyses::none();
}
 
// Using the ratio b/w sums of profile count values and BFI count values to
// adjust the func entry count.
static void fixFuncEntryCount(PGOUseFunc &Func, LoopInfo &LI,
                              BranchProbabilityInfo &NBPI) {
  Function &F = Func.getFunc();
  BlockFrequencyInfo NBFI(F, NBPI, LI);
#ifndef NDEBUG
  auto BFIEntryCount = F.getEntryCount();
  assert(BFIEntryCount && (BFIEntryCount->getCount() > 0) &&
         "Invalid BFI Entrycount");
#endif
  auto SumCount = APFloat::getZero(APFloat::IEEEdouble());
  auto SumBFICount = APFloat::getZero(APFloat::IEEEdouble());
  for (auto &BBI : F) {
    uint64_t CountValue = 0;
    uint64_t BFICountValue = 0;
    if (!Func.findBBInfo(&BBI))
      continue;
    auto BFICount = NBFI.getBlockProfileCount(&BBI);
    CountValue = Func.getBBInfo(&BBI).CountValue;
    BFICountValue = *BFICount;
    SumCount.add(APFloat(CountValue * 1.0), APFloat::rmNearestTiesToEven);
    SumBFICount.add(APFloat(BFICountValue * 1.0), APFloat::rmNearestTiesToEven);
  }
  if (SumCount.isZero())
    return;
 
  assert(SumBFICount.compare(APFloat(0.0)) == APFloat::cmpGreaterThan &&
         "Incorrect sum of BFI counts");
  if (SumBFICount.compare(SumCount) == APFloat::cmpEqual)
    return;
  double Scale = (SumCount / SumBFICount).convertToDouble();
  if (Scale < 1.001 && Scale > 0.999)
    return;
 
  uint64_t FuncEntryCount = Func.getBBInfo(&*F.begin()).CountValue;
  uint64_t NewEntryCount = 0.5 + FuncEntryCount * Scale;
  if (NewEntryCount == 0)
    NewEntryCount = 1;
  if (NewEntryCount != FuncEntryCount) {
    F.setEntryCount(ProfileCount(NewEntryCount, Function::PCT_Real));
    LLVM_DEBUG(dbgs() << "FixFuncEntryCount: in " << F.getName()
                      << ", entry_count " << FuncEntryCount << " --> "
                      << NewEntryCount << "\n");
  }
}
 
// Compare the profile count values with BFI count values, and print out
// the non-matching ones.
static void verifyFuncBFI(PGOUseFunc &Func, LoopInfo &LI,
                          BranchProbabilityInfo &NBPI,
                          uint64_t HotCountThreshold,
                          uint64_t ColdCountThreshold) {
  Function &F = Func.getFunc();
  BlockFrequencyInfo NBFI(F, NBPI, LI);
  //  bool PrintFunc = false;
  bool HotBBOnly = PGOVerifyHotBFI;
  std::string Msg;
  OptimizationRemarkEmitter ORE(&F);
 
  unsigned BBNum = 0, BBMisMatchNum = 0, NonZeroBBNum = 0;
  for (auto &BBI : F) {
    uint64_t CountValue = 0;
    uint64_t BFICountValue = 0;
 
    if (Func.getBBInfo(&BBI).CountValid)
      CountValue = Func.getBBInfo(&BBI).CountValue;
 
    BBNum++;
    if (CountValue)
      NonZeroBBNum++;
    auto BFICount = NBFI.getBlockProfileCount(&BBI);
    if (BFICount)
      BFICountValue = *BFICount;
 
    if (HotBBOnly) {
      bool rawIsHot = CountValue >= HotCountThreshold;
      bool BFIIsHot = BFICountValue >= HotCountThreshold;
      bool rawIsCold = CountValue <= ColdCountThreshold;
      bool ShowCount = false;
      if (rawIsHot && !BFIIsHot) {
        Msg = "raw-Hot to BFI-nonHot";
        ShowCount = true;
      } else if (rawIsCold && BFIIsHot) {
        Msg = "raw-Cold to BFI-Hot";
        ShowCount = true;
      }
      if (!ShowCount)
        continue;
    } else {
      if ((CountValue < PGOVerifyBFICutoff) &&
          (BFICountValue < PGOVerifyBFICutoff))
        continue;
      uint64_t Diff = (BFICountValue >= CountValue)
                          ? BFICountValue - CountValue
                          : CountValue - BFICountValue;
      if (Diff <= CountValue / 100 * PGOVerifyBFIRatio)
        continue;
    }
    BBMisMatchNum++;
 
    ORE.emit([&]() {
      OptimizationRemarkAnalysis Remark(DEBUG_TYPE, "bfi-verify",
                                        F.getSubprogram(), &BBI);
      Remark << "BB " << ore::NV("Block", BBI.getName())
             << " Count=" << ore::NV("Count", CountValue)
             << " BFI_Count=" << ore::NV("Count", BFICountValue);
      if (!Msg.empty())
        Remark << " (" << Msg << ")";
      return Remark;
    });
  }
  if (BBMisMatchNum)
    ORE.emit([&]() {
      return OptimizationRemarkAnalysis(DEBUG_TYPE, "bfi-verify",
                                        F.getSubprogram(), &F.getEntryBlock())
             << "In Func " << ore::NV("Function", F.getName())
             << ": Num_of_BB=" << ore::NV("Count", BBNum)
             << ", Num_of_non_zerovalue_BB=" << ore::NV("Count", NonZeroBBNum)
             << ", Num_of_mis_matching_BB=" << ore::NV("Count", BBMisMatchNum);
    });
}
 
static bool annotateAllFunctions(
    Module &M, StringRef ProfileFileName, StringRef ProfileRemappingFileName,
    vfs::FileSystem &FS,
    function_ref<TargetLibraryInfo &(Function &)> LookupTLI,
    function_ref<BranchProbabilityInfo *(Function &)> LookupBPI,
    function_ref<BlockFrequencyInfo *(Function &)> LookupBFI,
    ProfileSummaryInfo *PSI, bool IsCS) {
  LLVM_DEBUG(dbgs() << "Read in profile counters: ");
  auto &Ctx = M.getContext();
  // Read the counter array from file.
  auto ReaderOrErr = IndexedInstrProfReader::create(ProfileFileName, FS,
                                                    ProfileRemappingFileName);
  if (Error E = ReaderOrErr.takeError()) {
    handleAllErrors(std::move(E), [&](const ErrorInfoBase &EI) {
      Ctx.diagnose(
          DiagnosticInfoPGOProfile(ProfileFileName.data(), EI.message()));
    });
    return false;
  }
 
  std::unique_ptr<IndexedInstrProfReader> PGOReader =
      std::move(ReaderOrErr.get());
  if (!PGOReader) {
    Ctx.diagnose(DiagnosticInfoPGOProfile(ProfileFileName.data(),
                                          StringRef("Cannot get PGOReader")));
    return false;
  }
  if (!PGOReader->hasCSIRLevelProfile() && IsCS)
    return false;
 
  // TODO: might need to change the warning once the clang option is finalized.
  if (!PGOReader->isIRLevelProfile() && !PGOReader->hasMemoryProfile()) {
    Ctx.diagnose(DiagnosticInfoPGOProfile(
        ProfileFileName.data(), "Not an IR level instrumentation profile"));
    return false;
  }
  if (PGOReader->hasSingleByteCoverage()) {
    Ctx.diagnose(DiagnosticInfoPGOProfile(
        ProfileFileName.data(),
        "Cannot use coverage profiles for optimization"));
    return false;
  }
  if (PGOReader->functionEntryOnly()) {
    Ctx.diagnose(DiagnosticInfoPGOProfile(
        ProfileFileName.data(),
        "Function entry profiles are not yet supported for optimization"));
    return false;
  }
 
  // Add the profile summary (read from the header of the indexed summary) here
  // so that we can use it below when reading counters (which checks if the
  // function should be marked with a cold or inlinehint attribute).
  M.setProfileSummary(PGOReader->getSummary(IsCS).getMD(M.getContext()),
                      IsCS ? ProfileSummary::PSK_CSInstr
                           : ProfileSummary::PSK_Instr);
  PSI->refresh();
 
  std::unordered_multimap<Comdat *, GlobalValue *> ComdatMembers;
  collectComdatMembers(M, ComdatMembers);
  std::vector<Function *> HotFunctions;
  std::vector<Function *> ColdFunctions;
 
  // If the profile marked as always instrument the entry BB, do the
  // same. Note this can be overwritten by the internal option in CFGMST.h
  bool InstrumentFuncEntry = PGOReader->instrEntryBBEnabled();
  if (PGOInstrumentEntry.getNumOccurrences() > 0)
    InstrumentFuncEntry = PGOInstrumentEntry;
  for (auto &F : M) {
    if (skipPGO(F))
      continue;
    auto &TLI = LookupTLI(F);
    auto *BPI = LookupBPI(F);
    auto *BFI = LookupBFI(F);
    // Split indirectbr critical edges here before computing the MST rather than
    // later in getInstrBB() to avoid invalidating it.
    SplitIndirectBrCriticalEdges(F, /*IgnoreBlocksWithoutPHI=*/false, BPI, BFI);
    PGOUseFunc Func(F, &M, TLI, ComdatMembers, BPI, BFI, PSI, IsCS,
                    InstrumentFuncEntry);
    // Read and match memprof first since we do this via debug info and can
    // match even if there is an IR mismatch detected for regular PGO below.
    if (PGOReader->hasMemoryProfile())
      Func.readMemprof(PGOReader.get());
 
    if (!PGOReader->isIRLevelProfile())
      continue;
 
    // When PseudoKind is set to a vaule other than InstrProfRecord::NotPseudo,
    // it means the profile for the function is unrepresentative and this
    // function is actually hot / warm. We will reset the function hot / cold
    // attribute and drop all the profile counters.
    InstrProfRecord::CountPseudoKind PseudoKind = InstrProfRecord::NotPseudo;
    bool AllZeros = false;
    if (!Func.readCounters(PGOReader.get(), AllZeros, PseudoKind))
      continue;
    if (AllZeros) {
      F.setEntryCount(ProfileCount(0, Function::PCT_Real));
      if (Func.getProgramMaxCount() != 0)
        ColdFunctions.push_back(&F);
      continue;
    }
    if (PseudoKind != InstrProfRecord::NotPseudo) {
      // Clear function attribute cold.
      if (F.hasFnAttribute(Attribute::Cold))
        F.removeFnAttr(Attribute::Cold);
      // Set function attribute as hot.
      if (PseudoKind == InstrProfRecord::PseudoHot)
        F.addFnAttr(Attribute::Hot);
      continue;
    }
    Func.populateCounters();
    Func.setBranchWeights();
    Func.annotateValueSites();
    Func.annotateIrrLoopHeaderWeights();
    PGOUseFunc::FuncFreqAttr FreqAttr = Func.getFuncFreqAttr();
    if (FreqAttr == PGOUseFunc::FFA_Cold)
      ColdFunctions.push_back(&F);
    else if (FreqAttr == PGOUseFunc::FFA_Hot)
      HotFunctions.push_back(&F);
    if (PGOViewCounts != PGOVCT_None &&
        (ViewBlockFreqFuncName.empty() ||
         F.getName().equals(ViewBlockFreqFuncName))) {
      LoopInfo LI{DominatorTree(F)};
      std::unique_ptr<BranchProbabilityInfo> NewBPI =
          std::make_unique<BranchProbabilityInfo>(F, LI);
      std::unique_ptr<BlockFrequencyInfo> NewBFI =
          std::make_unique<BlockFrequencyInfo>(F, *NewBPI, LI);
      if (PGOViewCounts == PGOVCT_Graph)
        NewBFI->view();
      else if (PGOViewCounts == PGOVCT_Text) {
        dbgs() << "pgo-view-counts: " << Func.getFunc().getName() << "\n";
        NewBFI->print(dbgs());
      }
    }
    if (PGOViewRawCounts != PGOVCT_None &&
        (ViewBlockFreqFuncName.empty() ||
         F.getName().equals(ViewBlockFreqFuncName))) {
      if (PGOViewRawCounts == PGOVCT_Graph)
        if (ViewBlockFreqFuncName.empty())
          WriteGraph(&Func, Twine("PGORawCounts_") + Func.getFunc().getName());
        else
          ViewGraph(&Func, Twine("PGORawCounts_") + Func.getFunc().getName());
      else if (PGOViewRawCounts == PGOVCT_Text) {
        dbgs() << "pgo-view-raw-counts: " << Func.getFunc().getName() << "\n";
        Func.dumpInfo();
      }
    }
 
    if (PGOVerifyBFI || PGOVerifyHotBFI || PGOFixEntryCount) {
      LoopInfo LI{DominatorTree(F)};
      BranchProbabilityInfo NBPI(F, LI);
 
      // Fix func entry count.
      if (PGOFixEntryCount)
        fixFuncEntryCount(Func, LI, NBPI);
 
      // Verify BlockFrequency information.
      uint64_t HotCountThreshold = 0, ColdCountThreshold = 0;
      if (PGOVerifyHotBFI) {
        HotCountThreshold = PSI->getOrCompHotCountThreshold();
        ColdCountThreshold = PSI->getOrCompColdCountThreshold();
      }
      verifyFuncBFI(Func, LI, NBPI, HotCountThreshold, ColdCountThreshold);
    }
  }
 
  // Set function hotness attribute from the profile.
  // We have to apply these attributes at the end because their presence
  // can affect the BranchProbabilityInfo of any callers, resulting in an
  // inconsistent MST between prof-gen and prof-use.
  for (auto &F : HotFunctions) {
    F->addFnAttr(Attribute::InlineHint);
    LLVM_DEBUG(dbgs() << "Set inline attribute to function: " << F->getName()
                      << "\n");
  }
  for (auto &F : ColdFunctions) {
    // Only set when there is no Attribute::Hot set by the user. For Hot
    // attribute, user's annotation has the precedence over the profile.
    if (F->hasFnAttribute(Attribute::Hot)) {
      auto &Ctx = M.getContext();
      std::string Msg = std::string("Function ") + F->getName().str() +
                        std::string(" is annotated as a hot function but"
                                    " the profile is cold");
      Ctx.diagnose(
          DiagnosticInfoPGOProfile(M.getName().data(), Msg, DS_Warning));
      continue;
    }
    F->addFnAttr(Attribute::Cold);
    LLVM_DEBUG(dbgs() << "Set cold attribute to function: " << F->getName()
                      << "\n");
  }
  return true;
}
 
PGOInstrumentationUse::PGOInstrumentationUse(
    std::string Filename, std::string RemappingFilename, bool IsCS,
    IntrusiveRefCntPtr<vfs::FileSystem> VFS)
    : ProfileFileName(std::move(Filename)),
      ProfileRemappingFileName(std::move(RemappingFilename)), IsCS(IsCS),
      FS(std::move(VFS)) {
  if (!PGOTestProfileFile.empty())
    ProfileFileName = PGOTestProfileFile;
  if (!PGOTestProfileRemappingFile.empty())
    ProfileRemappingFileName = PGOTestProfileRemappingFile;
  if (!FS)
    FS = vfs::getRealFileSystem();
}
 
PreservedAnalyses PGOInstrumentationUse::run(Module &M,
                                             ModuleAnalysisManager &AM) {
 
  auto &FAM = AM.getResult<FunctionAnalysisManagerModuleProxy>(M).getManager();
  auto LookupTLI = [&FAM](Function &F) -> TargetLibraryInfo & {
    return FAM.getResult<TargetLibraryAnalysis>(F);
  };
  auto LookupBPI = [&FAM](Function &F) {
    return &FAM.getResult<BranchProbabilityAnalysis>(F);
  };
  auto LookupBFI = [&FAM](Function &F) {
    return &FAM.getResult<BlockFrequencyAnalysis>(F);
  };
 
  auto *PSI = &AM.getResult<ProfileSummaryAnalysis>(M);
 
  if (!annotateAllFunctions(M, ProfileFileName, ProfileRemappingFileName, *FS,
                            LookupTLI, LookupBPI, LookupBFI, PSI, IsCS))
    return PreservedAnalyses::all();
 
  return PreservedAnalyses::none();
}
 
static std::string getSimpleNodeName(const BasicBlock *Node) {
  if (!Node->getName().empty())
    return std::string(Node->getName());
 
  std::string SimpleNodeName;
  raw_string_ostream OS(SimpleNodeName);
  Node->printAsOperand(OS, false);
  return OS.str();
}
 
void llvm::setProfMetadata(Module *M, Instruction *TI,
                           ArrayRef<uint64_t> EdgeCounts,
                           uint64_t MaxCount) {
  MDBuilder MDB(M->getContext());
  assert(MaxCount > 0 && "Bad max count");
  uint64_t Scale = calculateCountScale(MaxCount);
  SmallVector<unsigned, 4> Weights;
  for (const auto &ECI : EdgeCounts)
    Weights.push_back(scaleBranchCount(ECI, Scale));
 
  LLVM_DEBUG(dbgs() << "Weight is: "; for (const auto &W
                                           : Weights) {
    dbgs() << W << " ";
  } dbgs() << "\n";);
 
  misexpect::checkExpectAnnotations(*TI, Weights, /*IsFrontend=*/false);
 
  TI->setMetadata(LLVMContext::MD_prof, MDB.createBranchWeights(Weights));
  if (EmitBranchProbability) {
    std::string BrCondStr = getBranchCondString(TI);
    if (BrCondStr.empty())
      return;
 
    uint64_t WSum =
        std::accumulate(Weights.begin(), Weights.end(), (uint64_t)0,
                        [](uint64_t w1, uint64_t w2) { return w1 + w2; });
    uint64_t TotalCount =
        std::accumulate(EdgeCounts.begin(), EdgeCounts.end(), (uint64_t)0,
                        [](uint64_t c1, uint64_t c2) { return c1 + c2; });
    Scale = calculateCountScale(WSum);
    BranchProbability BP(scaleBranchCount(Weights[0], Scale),
                         scaleBranchCount(WSum, Scale));
    std::string BranchProbStr;
    raw_string_ostream OS(BranchProbStr);
    OS << BP;
    OS << " (total count : " << TotalCount << ")";
    OS.flush();
    Function *F = TI->getParent()->getParent();
    OptimizationRemarkEmitter ORE(F);
    ORE.emit([&]() {
      return OptimizationRemark(DEBUG_TYPE, "pgo-instrumentation", TI)
             << BrCondStr << " is true with probability : " << BranchProbStr;
    });
  }
}
 
namespace llvm {
 
void setIrrLoopHeaderMetadata(Module *M, Instruction *TI, uint64_t Count) {
  MDBuilder MDB(M->getContext());
  TI->setMetadata(llvm::LLVMContext::MD_irr_loop,
                  MDB.createIrrLoopHeaderWeight(Count));
}
 
template <> struct GraphTraits<PGOUseFunc *> {
  using NodeRef = const BasicBlock *;
  using ChildIteratorType = const_succ_iterator;
  using nodes_iterator = pointer_iterator<Function::const_iterator>;
 
  static NodeRef getEntryNode(const PGOUseFunc *G) {
    return &G->getFunc().front();
  }
 
  static ChildIteratorType child_begin(const NodeRef N) {
    return succ_begin(N);
  }
 
  static ChildIteratorType child_end(const NodeRef N) { return succ_end(N); }
 
  static nodes_iterator nodes_begin(const PGOUseFunc *G) {
    return nodes_iterator(G->getFunc().begin());
  }
 
  static nodes_iterator nodes_end(const PGOUseFunc *G) {
    return nodes_iterator(G->getFunc().end());
  }
};
 
template <> struct DOTGraphTraits<PGOUseFunc *> : DefaultDOTGraphTraits {
  explicit DOTGraphTraits(bool isSimple = false)
      : DefaultDOTGraphTraits(isSimple) {}
 
  static std::string getGraphName(const PGOUseFunc *G) {
    return std::string(G->getFunc().getName());
  }
 
  std::string getNodeLabel(const BasicBlock *Node, const PGOUseFunc *Graph) {
    std::string Result;
    raw_string_ostream OS(Result);
 
    OS << getSimpleNodeName(Node) << ":\\l";
    UseBBInfo *BI = Graph->findBBInfo(Node);
    OS << "Count : ";
    if (BI && BI->CountValid)
      OS << BI->CountValue << "\\l";
    else
      OS << "Unknown\\l";
 
    if (!PGOInstrSelect)
      return Result;
 
    for (const Instruction &I : *Node) {
      if (!isa<SelectInst>(&I))
        continue;
      // Display scaled counts for SELECT instruction:
      OS << "SELECT : { T = ";
      uint64_t TC, FC;
      bool HasProf = extractBranchWeights(I, TC, FC);
      if (!HasProf)
        OS << "Unknown, F = Unknown }\\l";
      else
        OS << TC << ", F = " << FC << " }\\l";
    }
    return Result;
  }
};
 
} // end namespace llvm