[SampleFDO] Stale profile call-graph matching

llvm/include/llvm/ProfileData/SampleProf.h

@@ -919,12 +919,14 @@ class FunctionSamples {
   /// Returns a pointer to FunctionSamples at the given callsite location
   /// \p Loc with callee \p CalleeName. If no callsite can be found, relax
   /// the restriction to return the FunctionSamples at callsite location
-  /// \p Loc with the maximum total sample count. If \p Remapper is not
-  /// nullptr, use \p Remapper to find FunctionSamples with equivalent name
-  /// as \p CalleeName.
-  const FunctionSamples *
-  findFunctionSamplesAt(const LineLocation &Loc, StringRef CalleeName,
-                        SampleProfileReaderItaniumRemapper *Remapper) const;
+  /// \p Loc with the maximum total sample count. If \p Remapper or \p
+  /// FuncNameToProfNameMap is not nullptr, use them to find FunctionSamples
+  /// with equivalent name as \p CalleeName.
+  const FunctionSamples *findFunctionSamplesAt(
+      const LineLocation &Loc, StringRef CalleeName,
+      SampleProfileReaderItaniumRemapper *Remapper,
+      const HashKeyMap<std::unordered_map, FunctionId, FunctionId>
+          *FuncNameToProfNameMap = nullptr) const;
 
   bool empty() const { return TotalSamples == 0; }
 
@@ -1170,11 +1172,14 @@ class FunctionSamples {
   /// tree nodes in the profile.
   ///
   /// \returns the FunctionSamples pointer to the inlined instance.
-  /// If \p Remapper is not nullptr, it will be used to find matching
-  /// FunctionSamples with not exactly the same but equivalent name.
+  /// If \p Remapper or \p FuncNameToProfNameMap is not nullptr, it will be used
+  /// to find matching FunctionSamples with not exactly the same but equivalent
+  /// name.
   const FunctionSamples *findFunctionSamples(
       const DILocation *DIL,
-      SampleProfileReaderItaniumRemapper *Remapper = nullptr) const;
+      SampleProfileReaderItaniumRemapper *Remapper = nullptr,
+      const HashKeyMap<std::unordered_map, FunctionId, FunctionId>
+          *FuncNameToProfNameMap = nullptr) const;
 
   static bool ProfileIsProbeBased;
 

llvm/include/llvm/Transforms/IPO/SampleProfileMatcher.h

@@ -26,6 +26,7 @@ using AnchorMap = std::map<LineLocation, FunctionId>;
 class SampleProfileMatcher {
   Module &M;
   SampleProfileReader &Reader;
+  LazyCallGraph &CG;
   const PseudoProbeManager *ProbeManager;
   const ThinOrFullLTOPhase LTOPhase;
   SampleProfileMap FlattenedProfiles;
@@ -58,6 +59,40 @@ class SampleProfileMatcher {
   StringMap<std::unordered_map<LineLocation, MatchState, LineLocationHash>>
       FuncCallsiteMatchStates;
 
+  struct FuncToProfileNameMapHash {
+    uint64_t
+    operator()(const std::pair<const Function *, FunctionId> &P) const {
+      return hash_combine(P.first, P.second);
+    }
+  };
+  // A map from a pair of function and profile name to a boolean value
+  // indicating whether they are matched. This is used as a cache for the
+  // matching result.
+  std::unordered_map<std::pair<const Function *, FunctionId>, bool,
+                     FuncToProfileNameMapHash>
+      FuncProfileMatchCache;
+  // The new functions found by the call graph matching. The map's key is the
+  // the new(renamed) function pointer and the value is old(unused) profile
+  // name.
+  std::unordered_map<Function *, FunctionId> FuncToProfileNameMap;
+
+  // A map pointer to the FuncNameToProfNameMap in SampleProfileLoader,
+  // which maps the function name to the matched profile name. This is used
+  // for sample loader to look up profile using the new name.
+  HashKeyMap<std::unordered_map, FunctionId, FunctionId> *FuncNameToProfNameMap;
+
+  // A map pointer to the SymbolMap in SampleProfileLoader, which stores all
+  // the original matched symbols before the matching. this is to determine if
+  // the profile is unused(to be matched) or not.
+  HashKeyMap<std::unordered_map, FunctionId, Function *> *SymbolMap;
+
+  // The new functions from IR.
+  HashKeyMap<std::unordered_map, FunctionId, Function *>
+      FunctionsWithoutProfile;
+
+  // Pointer to the Profile Symbol List in the reader.
+  std::shared_ptr<ProfileSymbolList> PSL;
+
   // Profile mismatch statstics:
   uint64_t TotalProfiledFunc = 0;
   // Num of checksum-mismatched function.
@@ -72,34 +107,60 @@ class SampleProfileMatcher {
   uint64_t MismatchedCallsiteSamples = 0;
   uint64_t RecoveredCallsiteSamples = 0;
 
+  // Profile call-graph matching statstics:
+  uint64_t NumCallGraphRecoveredProfiledFunc = 0;
+  uint64_t NumCallGraphRecoveredFuncSamples = 0;
+
   // A dummy name for unknown indirect callee, used to differentiate from a
   // non-call instruction that also has an empty callee name.
   static constexpr const char *UnknownIndirectCallee =
       "unknown.indirect.callee";
 
 public:
-  SampleProfileMatcher(Module &M, SampleProfileReader &Reader,
-                       const PseudoProbeManager *ProbeManager,
-                       ThinOrFullLTOPhase LTOPhase)
-      : M(M), Reader(Reader), ProbeManager(ProbeManager), LTOPhase(LTOPhase){};
+  SampleProfileMatcher(
+      Module &M, SampleProfileReader &Reader, LazyCallGraph &CG,
+      const PseudoProbeManager *ProbeManager, ThinOrFullLTOPhase LTOPhase,
+      HashKeyMap<std::unordered_map, FunctionId, Function *> &SymMap,
+      std::shared_ptr<ProfileSymbolList> PSL,
+      HashKeyMap<std::unordered_map, FunctionId, FunctionId>
+          &FuncNameToProfNameMap)
+      : M(M), Reader(Reader), CG(CG), ProbeManager(ProbeManager),
+        LTOPhase(LTOPhase), FuncNameToProfNameMap(&FuncNameToProfNameMap),
+        SymbolMap(&SymMap), PSL(PSL) {};
   void runOnModule();
   void clearMatchingData() {
     // Do not clear FuncMappings, it stores IRLoc to ProfLoc remappings which
     // will be used for sample loader.
-    FuncCallsiteMatchStates.clear();
+    freeContainer(FuncCallsiteMatchStates);
+    freeContainer(FlattenedProfiles);
+
+    freeContainer(FunctionsWithoutProfile);
+    freeContainer(FuncToProfileNameMap);
   }
 
 private:
-  FunctionSamples *getFlattenedSamplesFor(const Function &F) {
-    StringRef CanonFName = FunctionSamples::getCanonicalFnName(F);
-    auto It = FlattenedProfiles.find(FunctionId(CanonFName));
+  FunctionSamples *getFlattenedSamplesFor(const FunctionId &Fname) {
+    auto It = FlattenedProfiles.find(Fname);
     if (It != FlattenedProfiles.end())
       return &It->second;
     return nullptr;
   }
+  FunctionSamples *getFlattenedSamplesFor(const Function &F) {
+    StringRef CanonFName = FunctionSamples::getCanonicalFnName(F);
+    return getFlattenedSamplesFor(FunctionId(CanonFName));
+  }
+  template <typename T> inline void freeContainer(T &C) {
+    T Empty;
+    std::swap(C, Empty);
+  }
+  void getFilteredAnchorList(const AnchorMap &IRAnchors,
+                             const AnchorMap &ProfileAnchors,
+                             AnchorList &FilteredIRAnchorsList,
+                             AnchorList &FilteredProfileAnchorList);
   void runOnFunction(Function &F);
-  void findIRAnchors(const Function &F, AnchorMap &IRAnchors);
-  void findProfileAnchors(const FunctionSamples &FS, AnchorMap &ProfileAnchors);
+  void findIRAnchors(const Function &F, AnchorMap &IRAnchors) const;
+  void findProfileAnchors(const FunctionSamples &FS,
+                          AnchorMap &ProfileAnchors) const;
   // Record the callsite match states for profile staleness report, the result
   // is saved in FuncCallsiteMatchStates.
   void recordCallsiteMatchStates(const Function &F, const AnchorMap &IRAnchors,
@@ -124,6 +185,9 @@ class SampleProfileMatcher {
            State == MatchState::RemovedMatch;
   };
 
+  void countCallGraphRecoveredSamples(
+      const FunctionSamples &FS,
+      std::unordered_set<FunctionId> &MatchedUnusedProfile);
   // Count the samples of checksum mismatched function for the top-level
   // function and all inlinees.
   void countMismatchedFuncSamples(const FunctionSamples &FS, bool IsTopLevel);
@@ -151,15 +215,36 @@ class SampleProfileMatcher {
   // parts from the resulting SES are used to remap the IR locations to the
   // profile locations. As the number of function callsite is usually not big,
   // we currently just implements the basic greedy version(page 6 of the paper).
-  LocToLocMap
-  longestCommonSequence(const AnchorList &IRCallsiteAnchors,
-                        const AnchorList &ProfileCallsiteAnchors) const;
+  LocToLocMap longestCommonSequence(const AnchorList &IRCallsiteAnchors,
+                                    const AnchorList &ProfileCallsiteAnchors,
+                                    bool MatchUnusedFunction);
   void matchNonCallsiteLocs(const LocToLocMap &AnchorMatchings,
                             const AnchorMap &IRAnchors,
                             LocToLocMap &IRToProfileLocationMap);
   void runStaleProfileMatching(const Function &F, const AnchorMap &IRAnchors,
                                const AnchorMap &ProfileAnchors,
-                               LocToLocMap &IRToProfileLocationMap);
+                               LocToLocMap &IRToProfileLocationMap,
+                               bool RunCFGMatching, bool RunCGMatching);
+  // Return the function if it doesn't have profile, otherwise return nullptr.
+  Function *functionHasProfile(const FunctionId &IRFuncName);
+  bool isProfileUnused(const FunctionId &ProfileFuncName);
+  bool functionMatchesProfileHelper(const Function &IRFunc,
+                                    const FunctionId &ProfFunc);
+  // Determine if the function matches profile. If FindMatchedProfileOnly is
+  // set, only search the existing matched function. Otherwise, try matching the
+  // two functions.
+  bool functionMatchesProfile(const FunctionId &IRFuncName,
+                              const FunctionId &ProfileFuncName,
+                              bool FindMatchedProfileOnly);
+  // Determine if the function matches profile by computing a similarity ratio
+  // between two sequences of callsite anchors extracted from function and
+  // profile. If it's above the threshold, the function matches the profile.
+  bool functionMatchesProfile(Function &IRFunc, const FunctionId &ProfFunc,
+                              bool FindMatchedProfileOnly);
+  // Find functions that don't show in the profile or profile symbol list,
+  // which are supposed to be new functions. We use them as the targets for
+  // call graph matching.
+  void findFunctionsWithoutProfile();
   void reportOrPersistProfileStats();
 };
 } // end namespace llvm

llvm/include/llvm/Transforms/Utils/SampleProfileLoaderBaseImpl.h

@@ -22,6 +22,7 @@
 #include "llvm/ADT/SmallPtrSet.h"
 #include "llvm/ADT/SmallSet.h"
 #include "llvm/ADT/SmallVector.h"
+#include "llvm/Analysis/LazyCallGraph.h"
 #include "llvm/Analysis/LoopInfo.h"
 #include "llvm/Analysis/OptimizationRemarkEmitter.h"
 #include "llvm/Analysis/PostDominators.h"
@@ -155,6 +156,22 @@ static inline bool skipProfileForFunction(const Function &F) {
   return F.isDeclaration() || !F.hasFnAttribute("use-sample-profile");
 }
 
+static inline void
+buildTopDownFuncOrder(LazyCallGraph &CG,
+                      std::vector<Function *> &FunctionOrderList) {
+  CG.buildRefSCCs();
+  for (LazyCallGraph::RefSCC &RC : CG.postorder_ref_sccs()) {
+    for (LazyCallGraph::SCC &C : RC) {
+      for (LazyCallGraph::Node &N : C) {
+        Function &F = N.getFunction();
+        if (!skipProfileForFunction(F))
+          FunctionOrderList.push_back(&F);
+      }
+    }
+  }
+  std::reverse(FunctionOrderList.begin(), FunctionOrderList.end());
+}
+
 template <typename FT> class SampleProfileLoaderBaseImpl {
 public:
   SampleProfileLoaderBaseImpl(std::string Name, std::string RemapName,

llvm/lib/ProfileData/SampleProf.cpp

@@ -236,7 +236,9 @@ LineLocation FunctionSamples::getCallSiteIdentifier(const DILocation *DIL,
 }
 
 const FunctionSamples *FunctionSamples::findFunctionSamples(
-    const DILocation *DIL, SampleProfileReaderItaniumRemapper *Remapper) const {
+    const DILocation *DIL, SampleProfileReaderItaniumRemapper *Remapper,
+    const HashKeyMap<std::unordered_map, FunctionId, FunctionId>
+        *FuncNameToProfNameMap) const {
   assert(DIL);
   SmallVector<std::pair<LineLocation, StringRef>, 10> S;
 
@@ -256,7 +258,8 @@ const FunctionSamples *FunctionSamples::findFunctionSamples(
     return this;
   const FunctionSamples *FS = this;
   for (int i = S.size() - 1; i >= 0 && FS != nullptr; i--) {
-    FS = FS->findFunctionSamplesAt(S[i].first, S[i].second, Remapper);
+    FS = FS->findFunctionSamplesAt(S[i].first, S[i].second, Remapper,
+                                   FuncNameToProfNameMap);
   }
   return FS;
 }
@@ -277,19 +280,32 @@ void FunctionSamples::findAllNames(DenseSet<FunctionId> &NameSet) const {
 
 const FunctionSamples *FunctionSamples::findFunctionSamplesAt(
     const LineLocation &Loc, StringRef CalleeName,
-    SampleProfileReaderItaniumRemapper *Remapper) const {
+    SampleProfileReaderItaniumRemapper *Remapper,
+    const HashKeyMap<std::unordered_map, FunctionId, FunctionId>
+        *FuncNameToProfNameMap) const {
   CalleeName = getCanonicalFnName(CalleeName);
 
-  auto iter = CallsiteSamples.find(mapIRLocToProfileLoc(Loc));
-  if (iter == CallsiteSamples.end())
+  auto I = CallsiteSamples.find(mapIRLocToProfileLoc(Loc));
+  if (I == CallsiteSamples.end())
     return nullptr;
-  auto FS = iter->second.find(getRepInFormat(CalleeName));
-  if (FS != iter->second.end())
+  auto FS = I->second.find(getRepInFormat(CalleeName));
+  if (FS != I->second.end())
     return &FS->second;
+
+  if (FuncNameToProfNameMap && !FuncNameToProfNameMap->empty()) {
+    auto R = FuncNameToProfNameMap->find(FunctionId(CalleeName));
+    if (R != FuncNameToProfNameMap->end()) {
+      CalleeName = R->second.stringRef();
+      auto FS = I->second.find(getRepInFormat(CalleeName));
+      if (FS != I->second.end())
+        return &FS->second;
+    }
+  }
+
   if (Remapper) {
     if (auto NameInProfile = Remapper->lookUpNameInProfile(CalleeName)) {
-      auto FS = iter->second.find(getRepInFormat(*NameInProfile));
-      if (FS != iter->second.end())
+      auto FS = I->second.find(getRepInFormat(*NameInProfile));
+      if (FS != I->second.end())
         return &FS->second;
     }
   }
@@ -300,7 +316,7 @@ const FunctionSamples *FunctionSamples::findFunctionSamplesAt(
     return nullptr;
   uint64_t MaxTotalSamples = 0;
   const FunctionSamples *R = nullptr;
-  for (const auto &NameFS : iter->second)
+  for (const auto &NameFS : I->second)
     if (NameFS.second.getTotalSamples() >= MaxTotalSamples) {
       MaxTotalSamples = NameFS.second.getTotalSamples();
       R = &NameFS.second;