#ifndef LLVM_PROFILEDATA_MEMPROF_H_ #define LLVM_PROFILEDATA_MEMPROF_H_ #include "llvm/ADT/MapVector.h" #include "llvm/ADT/STLForwardCompat.h" #include "llvm/ADT/STLFunctionalExtras.h" #include "llvm/ADT/SmallVector.h" #include "llvm/IR/GlobalValue.h" #include "llvm/ProfileData/MemProfData.inc" #include "llvm/Support/Endian.h" #include "llvm/Support/EndianStream.h" #include "llvm/Support/raw_ostream.h" #include #include #include namespace llvm { namespace memprof { struct MemProfRecord; // The versions of the indexed MemProf format enum IndexedVersion : uint64_t { // Version 0: This version didn't have a version field. Version0 = 0, // Version 1: Added a version field to the header. Version1 = 1, // Version 2: Added a call stack table. Version2 = 2, // Version 3: Added a radix tree for call stacks. Switched to linear IDs for // frames and call stacks. Version3 = 3, }; constexpr uint64_t MinimumSupportedVersion = Version0; constexpr uint64_t MaximumSupportedVersion = Version3; // Verify that the minimum and maximum satisfy the obvious constraint. static_assert(MinimumSupportedVersion <= MaximumSupportedVersion); enum class Meta : uint64_t { Start = 0, #define MIBEntryDef(NameTag, Name, Type) NameTag, #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef Size }; using MemProfSchema = llvm::SmallVector(Meta::Size)>; // Returns the full schema currently in use. MemProfSchema getFullSchema(); // Returns the schema consisting of the fields used for hot cold memory hinting. MemProfSchema getHotColdSchema(); // Holds the actual MemInfoBlock data with all fields. Contents may be read or // written partially by providing an appropriate schema to the serialize and // deserialize methods. struct PortableMemInfoBlock { PortableMemInfoBlock() = default; explicit PortableMemInfoBlock(const MemInfoBlock &Block, const MemProfSchema &IncomingSchema) { for (const Meta Id : IncomingSchema) Schema.set(llvm::to_underlying(Id)); #define MIBEntryDef(NameTag, Name, Type) Name = Block.Name; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef } PortableMemInfoBlock(const MemProfSchema &Schema, const unsigned char *Ptr) { deserialize(Schema, Ptr); } // Read the contents of \p Ptr based on the \p Schema to populate the // MemInfoBlock member. void deserialize(const MemProfSchema &IncomingSchema, const unsigned char *Ptr) { using namespace support; Schema.reset(); for (const Meta Id : IncomingSchema) { switch (Id) { #define MIBEntryDef(NameTag, Name, Type) \ case Meta::Name: { \ Name = endian::readNext(Ptr); \ } break; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef default: llvm_unreachable("Unknown meta type id, is the profile collected from " "a newer version of the runtime?"); } Schema.set(llvm::to_underlying(Id)); } } // Write the contents of the MemInfoBlock based on the \p Schema provided to // the raw_ostream \p OS. void serialize(const MemProfSchema &Schema, raw_ostream &OS) const { using namespace support; endian::Writer LE(OS, llvm::endianness::little); for (const Meta Id : Schema) { switch (Id) { #define MIBEntryDef(NameTag, Name, Type) \ case Meta::Name: { \ LE.write(Name); \ } break; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef default: llvm_unreachable("Unknown meta type id, invalid input?"); } } } // Print out the contents of the MemInfoBlock in YAML format. void printYAML(raw_ostream &OS) const { OS << " MemInfoBlock:\n"; #define MIBEntryDef(NameTag, Name, Type) \ OS << " " << #Name << ": " << Name << "\n"; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef if (AccessHistogramSize > 0) { OS << " " << "AccessHistogramValues" << ":"; for (uint32_t I = 0; I < AccessHistogramSize; ++I) { OS << " " << ((uint64_t *)AccessHistogram)[I]; } OS << "\n"; } } // Return the schema, only for unit tests. std::bitset getSchema() const { return Schema; } // Define getters for each type which can be called by analyses. #define MIBEntryDef(NameTag, Name, Type) \ Type get##Name() const { \ assert(Schema[llvm::to_underlying(Meta::Name)]); \ return Name; \ } #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef void clear() { *this = PortableMemInfoBlock(); } bool operator==(const PortableMemInfoBlock &Other) const { if (Other.Schema != Schema) return false; #define MIBEntryDef(NameTag, Name, Type) \ if (Schema[llvm::to_underlying(Meta::Name)] && \ Other.get##Name() != get##Name()) \ return false; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef return true; } bool operator!=(const PortableMemInfoBlock &Other) const { return !operator==(Other); } static size_t serializedSize(const MemProfSchema &Schema) { size_t Result = 0; for (const Meta Id : Schema) { switch (Id) { #define MIBEntryDef(NameTag, Name, Type) \ case Meta::Name: { \ Result += sizeof(Type); \ } break; #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef default: llvm_unreachable("Unknown meta type id, invalid input?"); } } return Result; } private: // The set of available fields, indexed by Meta::Name. std::bitset Schema; #define MIBEntryDef(NameTag, Name, Type) Type Name = Type(); #include "llvm/ProfileData/MIBEntryDef.inc" #undef MIBEntryDef }; // A type representing the id generated by hashing the contents of the Frame. using FrameId = uint64_t; // A type representing the id to index into the frame array. using LinearFrameId = uint32_t; // Describes a call frame for a dynamic allocation context. The contents of // the frame are populated by symbolizing the stack depot call frame from the // compiler runtime. struct Frame { // A uuid (uint64_t) identifying the function. It is obtained by // llvm::md5(FunctionName) which returns the lower 64 bits. GlobalValue::GUID Function; // The symbol name for the function. Only populated in the Frame by the reader // if requested during initialization. This field should not be serialized. std::unique_ptr SymbolName; // The source line offset of the call from the beginning of parent function. uint32_t LineOffset; // The source column number of the call to help distinguish multiple calls // on the same line. uint32_t Column; // Whether the current frame is inlined. bool IsInlineFrame; Frame(const Frame &Other) { Function = Other.Function; SymbolName = Other.SymbolName ? std::make_unique(*Other.SymbolName) : nullptr; LineOffset = Other.LineOffset; Column = Other.Column; IsInlineFrame = Other.IsInlineFrame; } Frame(GlobalValue::GUID Hash, uint32_t Off, uint32_t Col, bool Inline) : Function(Hash), LineOffset(Off), Column(Col), IsInlineFrame(Inline) {} bool operator==(const Frame &Other) const { // Ignore the SymbolName field to avoid a string compare. Comparing the // function hash serves the same purpose. return Other.Function == Function && Other.LineOffset == LineOffset && Other.Column == Column && Other.IsInlineFrame == IsInlineFrame; } Frame &operator=(const Frame &Other) { Function = Other.Function; SymbolName = Other.SymbolName ? std::make_unique(*Other.SymbolName) : nullptr; LineOffset = Other.LineOffset; Column = Other.Column; IsInlineFrame = Other.IsInlineFrame; return *this; } bool operator!=(const Frame &Other) const { return !operator==(Other); } bool hasSymbolName() const { return !!SymbolName; } StringRef getSymbolName() const { assert(hasSymbolName()); return *SymbolName; } std::string getSymbolNameOr(StringRef Alt) const { return std::string(hasSymbolName() ? getSymbolName() : Alt); } // Write the contents of the frame to the ostream \p OS. void serialize(raw_ostream &OS) const { using namespace support; endian::Writer LE(OS, llvm::endianness::little); // If the type of the GlobalValue::GUID changes, then we need to update // the reader and the writer. static_assert(std::is_same::value, "Expect GUID to be uint64_t."); LE.write(Function); LE.write(LineOffset); LE.write(Column); LE.write(IsInlineFrame); } // Read a frame from char data which has been serialized as little endian. static Frame deserialize(const unsigned char *Ptr) { using namespace support; const uint64_t F = endian::readNext(Ptr); const uint32_t L = endian::readNext(Ptr); const uint32_t C = endian::readNext(Ptr); const bool I = endian::readNext(Ptr); return Frame(/*Function=*/F, /*LineOffset=*/L, /*Column=*/C, /*IsInlineFrame=*/I); } // Returns the size of the frame information. static constexpr size_t serializedSize() { return sizeof(Frame::Function) + sizeof(Frame::LineOffset) + sizeof(Frame::Column) + sizeof(Frame::IsInlineFrame); } // Print the frame information in YAML format. void printYAML(raw_ostream &OS) const { OS << " -\n" << " Function: " << Function << "\n" << " SymbolName: " << getSymbolNameOr("") << "\n" << " LineOffset: " << LineOffset << "\n" << " Column: " << Column << "\n" << " Inline: " << IsInlineFrame << "\n"; } // Return a hash value based on the contents of the frame. Here we don't use // hashing from llvm ADT since we are going to persist the hash id, the hash // combine algorithm in ADT uses a new randomized seed each time. inline FrameId hash() const { auto HashCombine = [](auto Value, size_t Seed) { std::hash Hasher; // The constant used below is the 64 bit representation of the fractional // part of the golden ratio. Used here for the randomness in their bit // pattern. return Hasher(Value) + 0x9e3779b97f4a7c15 + (Seed << 6) + (Seed >> 2); }; size_t Result = 0; Result ^= HashCombine(Function, Result); Result ^= HashCombine(LineOffset, Result); Result ^= HashCombine(Column, Result); Result ^= HashCombine(IsInlineFrame, Result); return static_cast(Result); } }; // A type representing the index into the table of call stacks. using CallStackId = uint64_t; // A type representing the index into the call stack array. using LinearCallStackId = uint32_t; // Holds allocation information in a space efficient format where frames are // represented using unique identifiers. struct IndexedAllocationInfo { // The dynamic calling context for the allocation in bottom-up (leaf-to-root) // order. Frame contents are stored out-of-line. // TODO: Remove once we fully transition to CSId. llvm::SmallVector CallStack; // Conceptually the same as above. We are going to keep both CallStack and // CallStackId while we are transitioning from CallStack to CallStackId. CallStackId CSId = 0; // The statistics obtained from the runtime for the allocation. PortableMemInfoBlock Info; IndexedAllocationInfo() = default; IndexedAllocationInfo(ArrayRef CS, CallStackId CSId, const MemInfoBlock &MB, const MemProfSchema &Schema = getFullSchema()) : CallStack(CS), CSId(CSId), Info(MB, Schema) {} // Returns the size in bytes when this allocation info struct is serialized. size_t serializedSize(const MemProfSchema &Schema, IndexedVersion Version) const; bool operator==(const IndexedAllocationInfo &Other) const { if (Other.Info != Info) return false; if (Other.CSId != CSId) return false; return true; } bool operator!=(const IndexedAllocationInfo &Other) const { return !operator==(Other); } }; // Holds allocation information with frame contents inline. The type should // be used for temporary in-memory instances. struct AllocationInfo { // Same as IndexedAllocationInfo::CallStack with the frame contents inline. std::vector CallStack; // Same as IndexedAllocationInfo::Info; PortableMemInfoBlock Info; AllocationInfo() = default; AllocationInfo( const IndexedAllocationInfo &IndexedAI, llvm::function_ref IdToFrameCallback) { for (const FrameId &Id : IndexedAI.CallStack) { CallStack.push_back(IdToFrameCallback(Id)); } Info = IndexedAI.Info; } void printYAML(raw_ostream &OS) const { OS << " -\n"; OS << " Callstack:\n"; // TODO: Print out the frame on one line with to make it easier for deep // callstacks once we have a test to check valid YAML is generated. for (const Frame &F : CallStack) { F.printYAML(OS); } Info.printYAML(OS); } }; // Holds the memprof profile information for a function. The internal // representation stores frame ids for efficiency. This representation should // be used in the profile conversion and manipulation tools. struct IndexedMemProfRecord { // Memory allocation sites in this function for which we have memory // profiling data. llvm::SmallVector AllocSites; // Holds call sites in this function which are part of some memory // allocation context. We store this as a list of locations, each with its // list of inline locations in bottom-up order i.e. from leaf to root. The // inline location list may include additional entries, users should pick // the last entry in the list with the same function GUID. llvm::SmallVector> CallSites; // Conceptually the same as above. We are going to keep both CallSites and // CallSiteIds while we are transitioning from CallSites to CallSiteIds. llvm::SmallVector CallSiteIds; void clear() { AllocSites.clear(); CallSites.clear(); } void merge(const IndexedMemProfRecord &Other) { // TODO: Filter out duplicates which may occur if multiple memprof // profiles are merged together using llvm-profdata. AllocSites.append(Other.AllocSites); CallSites.append(Other.CallSites); } size_t serializedSize(const MemProfSchema &Schema, IndexedVersion Version) const; bool operator==(const IndexedMemProfRecord &Other) const { if (Other.AllocSites != AllocSites) return false; if (Other.CallSiteIds != CallSiteIds) return false; return true; } // Serializes the memprof records in \p Records to the ostream \p OS based // on the schema provided in \p Schema. void serialize(const MemProfSchema &Schema, raw_ostream &OS, IndexedVersion Version, llvm::DenseMap *MemProfCallStackIndexes = nullptr) const; // Deserializes memprof records from the Buffer. static IndexedMemProfRecord deserialize(const MemProfSchema &Schema, const unsigned char *Buffer, IndexedVersion Version); // Convert IndexedMemProfRecord to MemProfRecord. Callback is used to // translate CallStackId to call stacks with frames inline. MemProfRecord toMemProfRecord( llvm::function_ref(const CallStackId)> Callback) const; // Returns the GUID for the function name after canonicalization. For // memprof, we remove any .llvm suffix added by LTO. MemProfRecords are // mapped to functions using this GUID. static GlobalValue::GUID getGUID(const StringRef FunctionName); }; // Holds the memprof profile information for a function. The internal // representation stores frame contents inline. This representation should // be used for small amount of temporary, in memory instances. struct MemProfRecord { // Same as IndexedMemProfRecord::AllocSites with frame contents inline. llvm::SmallVector AllocSites; // Same as IndexedMemProfRecord::CallSites with frame contents inline. llvm::SmallVector> CallSites; MemProfRecord() = default; MemProfRecord( const IndexedMemProfRecord &Record, llvm::function_ref IdToFrameCallback) { for (const IndexedAllocationInfo &IndexedAI : Record.AllocSites) { AllocSites.emplace_back(IndexedAI, IdToFrameCallback); } for (const ArrayRef Site : Record.CallSites) { std::vector Frames; for (const FrameId Id : Site) { Frames.push_back(IdToFrameCallback(Id)); } CallSites.push_back(Frames); } } // Prints out the contents of the memprof record in YAML. void print(llvm::raw_ostream &OS) const { if (!AllocSites.empty()) { OS << " AllocSites:\n"; for (const AllocationInfo &N : AllocSites) N.printYAML(OS); } if (!CallSites.empty()) { OS << " CallSites:\n"; for (const std::vector &Frames : CallSites) { for (const Frame &F : Frames) { OS << " -\n"; F.printYAML(OS); } } } } }; // Reads a memprof schema from a buffer. All entries in the buffer are // interpreted as uint64_t. The first entry in the buffer denotes the number of // ids in the schema. Subsequent entries are integers which map to memprof::Meta // enum class entries. After successfully reading the schema, the pointer is one // byte past the schema contents. Expected readMemProfSchema(const unsigned char *&Buffer); // Trait for reading IndexedMemProfRecord data from the on-disk hash table. class RecordLookupTrait { public: using data_type = const IndexedMemProfRecord &; using internal_key_type = uint64_t; using external_key_type = uint64_t; using hash_value_type = uint64_t; using offset_type = uint64_t; RecordLookupTrait() = delete; RecordLookupTrait(IndexedVersion V, const MemProfSchema &S) : Version(V), Schema(S) {} static bool EqualKey(uint64_t A, uint64_t B) { return A == B; } static uint64_t GetInternalKey(uint64_t K) { return K; } static uint64_t GetExternalKey(uint64_t K) { return K; } hash_value_type ComputeHash(uint64_t K) { return K; } static std::pair ReadKeyDataLength(const unsigned char *&D) { using namespace support; offset_type KeyLen = endian::readNext(D); offset_type DataLen = endian::readNext(D); return std::make_pair(KeyLen, DataLen); } uint64_t ReadKey(const unsigned char *D, offset_type /*Unused*/) { using namespace support; return endian::readNext(D); } data_type ReadData(uint64_t K, const unsigned char *D, offset_type /*Unused*/) { Record = IndexedMemProfRecord::deserialize(Schema, D, Version); return Record; } private: // Holds the MemProf version. IndexedVersion Version; // Holds the memprof schema used to deserialize records. MemProfSchema Schema; // Holds the records from one function deserialized from the indexed format. IndexedMemProfRecord Record; }; // Trait for writing IndexedMemProfRecord data to the on-disk hash table. class RecordWriterTrait { public: using key_type = uint64_t; using key_type_ref = uint64_t; using data_type = IndexedMemProfRecord; using data_type_ref = IndexedMemProfRecord &; using hash_value_type = uint64_t; using offset_type = uint64_t; private: // Pointer to the memprof schema to use for the generator. const MemProfSchema *Schema; // The MemProf version to use for the serialization. IndexedVersion Version; // Mappings from CallStackId to the indexes into the call stack array. llvm::DenseMap *MemProfCallStackIndexes; public: // We do not support the default constructor, which does not set Version. RecordWriterTrait() = delete; RecordWriterTrait( const MemProfSchema *Schema, IndexedVersion V, llvm::DenseMap *MemProfCallStackIndexes) : Schema(Schema), Version(V), MemProfCallStackIndexes(MemProfCallStackIndexes) {} static hash_value_type ComputeHash(key_type_ref K) { return K; } std::pair EmitKeyDataLength(raw_ostream &Out, key_type_ref K, data_type_ref V) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); offset_type N = sizeof(K); LE.write(N); offset_type M = V.serializedSize(*Schema, Version); LE.write(M); return std::make_pair(N, M); } void EmitKey(raw_ostream &Out, key_type_ref K, offset_type /*Unused*/) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); LE.write(K); } void EmitData(raw_ostream &Out, key_type_ref /*Unused*/, data_type_ref V, offset_type /*Unused*/) { assert(Schema != nullptr && "MemProf schema is not initialized!"); V.serialize(*Schema, Out, Version, MemProfCallStackIndexes); // Clear the IndexedMemProfRecord which results in clearing/freeing its // vectors of allocs and callsites. This is owned by the associated on-disk // hash table, but unused after this point. See also the comment added to // the client which constructs the on-disk hash table for this trait. V.clear(); } }; // Trait for writing frame mappings to the on-disk hash table. class FrameWriterTrait { public: using key_type = FrameId; using key_type_ref = FrameId; using data_type = Frame; using data_type_ref = Frame &; using hash_value_type = FrameId; using offset_type = uint64_t; static hash_value_type ComputeHash(key_type_ref K) { return K; } static std::pair EmitKeyDataLength(raw_ostream &Out, key_type_ref K, data_type_ref V) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); offset_type N = sizeof(K); LE.write(N); offset_type M = V.serializedSize(); LE.write(M); return std::make_pair(N, M); } void EmitKey(raw_ostream &Out, key_type_ref K, offset_type /*Unused*/) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); LE.write(K); } void EmitData(raw_ostream &Out, key_type_ref /*Unused*/, data_type_ref V, offset_type /*Unused*/) { V.serialize(Out); } }; // Trait for reading frame mappings from the on-disk hash table. class FrameLookupTrait { public: using data_type = const Frame; using internal_key_type = FrameId; using external_key_type = FrameId; using hash_value_type = FrameId; using offset_type = uint64_t; static bool EqualKey(internal_key_type A, internal_key_type B) { return A == B; } static uint64_t GetInternalKey(internal_key_type K) { return K; } static uint64_t GetExternalKey(external_key_type K) { return K; } hash_value_type ComputeHash(internal_key_type K) { return K; } static std::pair ReadKeyDataLength(const unsigned char *&D) { using namespace support; offset_type KeyLen = endian::readNext(D); offset_type DataLen = endian::readNext(D); return std::make_pair(KeyLen, DataLen); } uint64_t ReadKey(const unsigned char *D, offset_type /*Unused*/) { using namespace support; return endian::readNext(D); } data_type ReadData(uint64_t K, const unsigned char *D, offset_type /*Unused*/) { return Frame::deserialize(D); } }; // Trait for writing call stacks to the on-disk hash table. class CallStackWriterTrait { public: using key_type = CallStackId; using key_type_ref = CallStackId; using data_type = llvm::SmallVector; using data_type_ref = llvm::SmallVector &; using hash_value_type = CallStackId; using offset_type = uint64_t; static hash_value_type ComputeHash(key_type_ref K) { return K; } static std::pair EmitKeyDataLength(raw_ostream &Out, key_type_ref K, data_type_ref V) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); // We do not explicitly emit the key length because it is a constant. offset_type N = sizeof(K); offset_type M = sizeof(FrameId) * V.size(); LE.write(M); return std::make_pair(N, M); } void EmitKey(raw_ostream &Out, key_type_ref K, offset_type /*Unused*/) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); LE.write(K); } void EmitData(raw_ostream &Out, key_type_ref /*Unused*/, data_type_ref V, offset_type /*Unused*/) { using namespace support; endian::Writer LE(Out, llvm::endianness::little); // Emit the frames. We do not explicitly emit the length of the vector // because it can be inferred from the data length. for (FrameId F : V) LE.write(F); } }; // Trait for reading call stack mappings from the on-disk hash table. class CallStackLookupTrait { public: using data_type = const llvm::SmallVector; using internal_key_type = CallStackId; using external_key_type = CallStackId; using hash_value_type = CallStackId; using offset_type = uint64_t; static bool EqualKey(internal_key_type A, internal_key_type B) { return A == B; } static uint64_t GetInternalKey(internal_key_type K) { return K; } static uint64_t GetExternalKey(external_key_type K) { return K; } hash_value_type ComputeHash(internal_key_type K) { return K; } static std::pair ReadKeyDataLength(const unsigned char *&D) { using namespace support; // We do not explicitly read the key length because it is a constant. offset_type KeyLen = sizeof(external_key_type); offset_type DataLen = endian::readNext(D); return std::make_pair(KeyLen, DataLen); } uint64_t ReadKey(const unsigned char *D, offset_type /*Unused*/) { using namespace support; return endian::readNext(D); } data_type ReadData(uint64_t K, const unsigned char *D, offset_type Length) { using namespace support; llvm::SmallVector CS; // Derive the number of frames from the data length. uint64_t NumFrames = Length / sizeof(FrameId); assert(Length % sizeof(FrameId) == 0); CS.reserve(NumFrames); for (size_t I = 0; I != NumFrames; ++I) { FrameId F = endian::readNext(D); CS.push_back(F); } return CS; } }; // Compute a CallStackId for a given call stack. CallStackId hashCallStack(ArrayRef CS); namespace detail { // "Dereference" the iterator from DenseMap or OnDiskChainedHashTable. We have // to do so in one of two different ways depending on the type of the hash // table. template value_type DerefIterator(IterTy Iter) { using deref_type = llvm::remove_cvref_t; if constexpr (std::is_same_v) return *Iter; else return Iter->second; } } // namespace detail // A function object that returns a frame for a given FrameId. template struct FrameIdConverter { std::optional LastUnmappedId; MapTy ⤅ FrameIdConverter() = delete; FrameIdConverter(MapTy &Map) : Map(Map) {} // Delete the copy constructor and copy assignment operator to avoid a // situation where a copy of FrameIdConverter gets an error in LastUnmappedId // while the original instance doesn't. FrameIdConverter(const FrameIdConverter &) = delete; FrameIdConverter &operator=(const FrameIdConverter &) = delete; Frame operator()(FrameId Id) { auto Iter = Map.find(Id); if (Iter == Map.end()) { LastUnmappedId = Id; return Frame(0, 0, 0, false); } return detail::DerefIterator(Iter); } }; // A function object that returns a call stack for a given CallStackId. template struct CallStackIdConverter { std::optional LastUnmappedId; MapTy ⤅ llvm::function_ref FrameIdToFrame; CallStackIdConverter() = delete; CallStackIdConverter(MapTy &Map, llvm::function_ref FrameIdToFrame) : Map(Map), FrameIdToFrame(FrameIdToFrame) {} // Delete the copy constructor and copy assignment operator to avoid a // situation where a copy of CallStackIdConverter gets an error in // LastUnmappedId while the original instance doesn't. CallStackIdConverter(const CallStackIdConverter &) = delete; CallStackIdConverter &operator=(const CallStackIdConverter &) = delete; std::vector operator()(CallStackId CSId) { std::vector Frames; auto CSIter = Map.find(CSId); if (CSIter == Map.end()) { LastUnmappedId = CSId; } else { llvm::SmallVector CS = detail::DerefIterator>(CSIter); Frames.reserve(CS.size()); for (FrameId Id : CS) Frames.push_back(FrameIdToFrame(Id)); } return Frames; } }; // A function object that returns a Frame stored at a given index into the Frame // array in the profile. struct LinearFrameIdConverter { const unsigned char *FrameBase; LinearFrameIdConverter() = delete; LinearFrameIdConverter(const unsigned char *FrameBase) : FrameBase(FrameBase) {} Frame operator()(LinearFrameId LinearId) { uint64_t Offset = static_cast(LinearId) * Frame::serializedSize(); return Frame::deserialize(FrameBase + Offset); } }; // A function object that returns a call stack stored at a given index into the // call stack array in the profile. struct LinearCallStackIdConverter { const unsigned char *CallStackBase; std::function FrameIdToFrame; LinearCallStackIdConverter() = delete; LinearCallStackIdConverter(const unsigned char *CallStackBase, std::function FrameIdToFrame) : CallStackBase(CallStackBase), FrameIdToFrame(FrameIdToFrame) {} std::vector operator()(LinearCallStackId LinearCSId) { std::vector Frames; const unsigned char *Ptr = CallStackBase + static_cast(LinearCSId) * sizeof(LinearFrameId); uint32_t NumFrames = support::endian::readNext(Ptr); Frames.reserve(NumFrames); for (; NumFrames; --NumFrames) { LinearFrameId Elem = support::endian::read(Ptr); // Follow a pointer to the parent, if any. See comments below on // CallStackRadixTreeBuilder for the description of the radix tree format. if (static_cast>(Elem) < 0) { Ptr += (-Elem) * sizeof(LinearFrameId); Elem = support::endian::read(Ptr); } // We shouldn't encounter another pointer. assert(static_cast>(Elem) >= 0); Frames.push_back(FrameIdToFrame(Elem)); Ptr += sizeof(LinearFrameId); } return Frames; } }; struct IndexedMemProfData { // A map to hold memprof data per function. The lower 64 bits obtained from // the md5 hash of the function name is used to index into the map. llvm::MapVector Records; // A map to hold frame id to frame mappings. The mappings are used to // convert IndexedMemProfRecord to MemProfRecords with frame information // inline. llvm::MapVector Frames; // A map to hold call stack id to call stacks. llvm::MapVector> CallStacks; }; struct FrameStat { // The number of occurrences of a given FrameId. uint64_t Count = 0; // The sum of indexes where a given FrameId shows up. uint64_t PositionSum = 0; }; // Compute a histogram of Frames in call stacks. llvm::DenseMap computeFrameHistogram(llvm::MapVector> &MemProfCallStackData); // Construct a radix tree of call stacks. // // A set of call stacks might look like: // // CallStackId 1: f1 -> f2 -> f3 // CallStackId 2: f1 -> f2 -> f4 -> f5 // CallStackId 3: f1 -> f2 -> f4 -> f6 // CallStackId 4: f7 -> f8 -> f9 // // where each fn refers to a stack frame. // // Since we expect a lot of common prefixes, we can compress the call stacks // into a radix tree like: // // CallStackId 1: f1 -> f2 -> f3 // | // CallStackId 2: +---> f4 -> f5 // | // CallStackId 3: +---> f6 // // CallStackId 4: f7 -> f8 -> f9 // // Now, we are interested in retrieving call stacks for a given CallStackId, so // we just need a pointer from a given call stack to its parent. For example, // CallStackId 2 would point to CallStackId 1 as a parent. // // We serialize the radix tree above into a single array along with the length // of each call stack and pointers to the parent call stacks. // // Index: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 // Array: L3 f9 f8 f7 L4 f6 J3 L4 f5 f4 J3 L3 f3 f2 f1 // ^ ^ ^ ^ // | | | | // CallStackId 4: 0 --+ | | | // CallStackId 3: 4 --------------+ | | // CallStackId 2: 7 -----------------------+ | // CallStackId 1: 11 -----------------------------------+ // // - LN indicates the length of a call stack, encoded as ordinary integer N. // // - JN indicates a pointer to the parent, encoded as -N. // // The radix tree allows us to reconstruct call stacks in the leaf-to-root // order as we scan the array from left ro right while following pointers to // parents along the way. // // For example, if we are decoding CallStackId 2, we start a forward traversal // at Index 7, noting the call stack length of 4 and obtaining f5 and f4. When // we see J3 at Index 10, we resume a forward traversal at Index 13 = 10 + 3, // picking up f2 and f1. We are done after collecting 4 frames as indicated at // the beginning of the traversal. // // On-disk IndexedMemProfRecord will refer to call stacks by their indexes into // the radix tree array, so we do not explicitly encode mappings like: // "CallStackId 1 -> 11". class CallStackRadixTreeBuilder { // The radix tree array. std::vector RadixArray; // Mapping from CallStackIds to indexes into RadixArray. llvm::DenseMap CallStackPos; // In build, we partition a given call stack into two parts -- the prefix // that's common with the previously encoded call stack and the frames beyond // the common prefix -- the unique portion. Then we want to find out where // the common prefix is stored in RadixArray so that we can link the unique // portion to the common prefix. Indexes, declared below, helps with our // needs. Intuitively, Indexes tells us where each of the previously encoded // call stack is stored in RadixArray. More formally, Indexes satisfies: // // RadixArray[Indexes[I]] == Prev[I] // // for every I, where Prev is the the call stack in the root-to-leaf order // previously encoded by build. (Note that Prev, as passed to // encodeCallStack, is in the leaf-to-root order.) // // For example, if the call stack being encoded shares 5 frames at the root of // the call stack with the previously encoded call stack, // RadixArray[Indexes[0]] is the root frame of the common prefix. // RadixArray[Indexes[5 - 1]] is the last frame of the common prefix. std::vector Indexes; using CSIdPair = std::pair>; // Encode a call stack into RadixArray. Return the starting index within // RadixArray. LinearCallStackId encodeCallStack( const llvm::SmallVector *CallStack, const llvm::SmallVector *Prev, const llvm::DenseMap &MemProfFrameIndexes); public: CallStackRadixTreeBuilder() = default; // Build a radix tree array. void build(llvm::MapVector> &&MemProfCallStackData, const llvm::DenseMap &MemProfFrameIndexes, llvm::DenseMap &FrameHistogram); const std::vector &getRadixArray() const { return RadixArray; } llvm::DenseMap takeCallStackPos() { return std::move(CallStackPos); } }; // Verify that each CallStackId is computed with hashCallStack. This function // is intended to help transition from CallStack to CSId in // IndexedAllocationInfo. void verifyIndexedMemProfRecord(const IndexedMemProfRecord &Record); // Verify that each CallStackId is computed with hashCallStack. This function // is intended to help transition from CallStack to CSId in // IndexedAllocationInfo. void verifyFunctionProfileData( const llvm::MapVector &FunctionProfileData); } // namespace memprof } // namespace llvm #endif // LLVM_PROFILEDATA_MEMPROF_H_