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//===- bolt/tools/merge-fdata/merge-fdata.cpp -----------------------------===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// Tool for merging profile in fdata format:
//
// $ merge-fdata 1.fdata 2.fdata 3.fdata > merged.fdata
//
//===----------------------------------------------------------------------===//
#include "bolt/Profile/ProfileYAMLMapping.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/StringMap.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/FileSystem.h"
#include "llvm/Support/ManagedStatic.h"
#include "llvm/Support/PrettyStackTrace.h"
#include "llvm/Support/Signals.h"
#include "llvm/Support/ThreadPool.h"
#include <algorithm>
#include <mutex>
#include <unordered_map>
using namespace llvm;
using namespace llvm::yaml::bolt;
namespace opts {
cl::OptionCategory MergeFdataCategory("merge-fdata options");
enum SortType : char {
ST_NONE,
ST_EXEC_COUNT, /// Sort based on function execution count.
ST_TOTAL_BRANCHES, /// Sort based on all branches in the function.
};
static cl::list<std::string>
InputDataFilenames(
cl::Positional,
cl::CommaSeparated,
cl::desc("<fdata1> [<fdata2>]..."),
cl::OneOrMore,
cl::cat(MergeFdataCategory));
static cl::opt<SortType>
PrintFunctionList("print",
cl::desc("print the list of objects with count to stderr"),
cl::init(ST_NONE),
cl::values(clEnumValN(ST_NONE,
"none",
"do not print objects/functions"),
clEnumValN(ST_EXEC_COUNT,
"exec",
"print functions sorted by execution count"),
clEnumValN(ST_TOTAL_BRANCHES,
"branches",
"print functions sorted by total branch count")),
cl::cat(MergeFdataCategory));
static cl::opt<bool>
SuppressMergedDataOutput("q",
cl::desc("do not print merged data to stdout"),
cl::init(false),
cl::Optional,
cl::cat(MergeFdataCategory));
static cl::opt<std::string>
OutputFilePath("o",
cl::value_desc("file"),
cl::desc("Write output to <file>"),
cl::cat(MergeFdataCategory));
} // namespace opts
namespace {
static StringRef ToolName;
static void report_error(StringRef Message, std::error_code EC) {
assert(EC);
errs() << ToolName << ": '" << Message << "': " << EC.message() << ".\n";
exit(1);
}
static void report_error(Twine Message, StringRef CustomError) {
errs() << ToolName << ": '" << Message << "': " << CustomError << ".\n";
exit(1);
}
static raw_fd_ostream &output() {
if (opts::OutputFilePath.empty() || opts::OutputFilePath == "-")
return outs();
else {
std::error_code EC;
static raw_fd_ostream Output(opts::OutputFilePath, EC);
if (EC)
report_error(opts::OutputFilePath, EC);
return Output;
}
}
void mergeProfileHeaders(BinaryProfileHeader &MergedHeader,
const BinaryProfileHeader &Header) {
if (MergedHeader.FileName.empty())
MergedHeader.FileName = Header.FileName;
if (!MergedHeader.FileName.empty() &&
MergedHeader.FileName != Header.FileName)
errs() << "WARNING: merging profile from a binary for " << Header.FileName
<< " into a profile for binary " << MergedHeader.FileName << '\n';
if (MergedHeader.Id.empty())
MergedHeader.Id = Header.Id;
if (!MergedHeader.Id.empty() && (MergedHeader.Id != Header.Id))
errs() << "WARNING: build-ids in merged profiles do not match\n";
// Cannot merge samples profile with LBR profile.
if (!MergedHeader.Flags)
MergedHeader.Flags = Header.Flags;
constexpr auto Mask = llvm::bolt::BinaryFunction::PF_LBR |
llvm::bolt::BinaryFunction::PF_SAMPLE;
if ((MergedHeader.Flags & Mask) != (Header.Flags & Mask)) {
errs() << "ERROR: cannot merge LBR profile with non-LBR profile\n";
exit(1);
}
MergedHeader.Flags = MergedHeader.Flags | Header.Flags;
if (!Header.Origin.empty()) {
if (MergedHeader.Origin.empty())
MergedHeader.Origin = Header.Origin;
else if (MergedHeader.Origin != Header.Origin)
MergedHeader.Origin += "; " + Header.Origin;
}
if (MergedHeader.EventNames.empty())
MergedHeader.EventNames = Header.EventNames;
if (MergedHeader.EventNames != Header.EventNames) {
errs() << "WARNING: merging profiles with different sampling events\n";
MergedHeader.EventNames += "," + Header.EventNames;
}
}
void mergeBasicBlockProfile(BinaryBasicBlockProfile &MergedBB,
BinaryBasicBlockProfile &&BB,
const BinaryFunctionProfile &BF) {
// Verify that the blocks match.
if (BB.NumInstructions != MergedBB.NumInstructions)
report_error(BF.Name + " : BB #" + Twine(BB.Index),
"number of instructions in block mismatch");
if (BB.Hash != MergedBB.Hash)
report_error(BF.Name + " : BB #" + Twine(BB.Index),
"basic block hash mismatch");
// Update the execution count.
MergedBB.ExecCount += BB.ExecCount;
// Update the event count.
MergedBB.EventCount += BB.EventCount;
// Merge calls sites.
std::unordered_map<uint32_t, CallSiteInfo *> CSByOffset;
for (CallSiteInfo &CS : BB.CallSites)
CSByOffset.emplace(std::make_pair(CS.Offset, &CS));
for (CallSiteInfo &MergedCS : MergedBB.CallSites) {
auto CSI = CSByOffset.find(MergedCS.Offset);
if (CSI == CSByOffset.end())
continue;
yaml::bolt::CallSiteInfo &CS = *CSI->second;
if (CS != MergedCS)
continue;
MergedCS.Count += CS.Count;
MergedCS.Mispreds += CS.Mispreds;
CSByOffset.erase(CSI);
}
// Append the rest of call sites.
for (std::pair<const uint32_t, CallSiteInfo *> CSI : CSByOffset)
MergedBB.CallSites.emplace_back(std::move(*CSI.second));
// Merge successor info.
std::vector<SuccessorInfo *> SIByIndex(BF.NumBasicBlocks);
for (SuccessorInfo &SI : BB.Successors) {
if (SI.Index >= BF.NumBasicBlocks)
report_error(BF.Name, "bad successor index");
SIByIndex[SI.Index] = &SI;
}
for (SuccessorInfo &MergedSI : MergedBB.Successors) {
if (!SIByIndex[MergedSI.Index])
continue;
SuccessorInfo &SI = *SIByIndex[MergedSI.Index];
MergedSI.Count += SI.Count;
MergedSI.Mispreds += SI.Mispreds;
SIByIndex[MergedSI.Index] = nullptr;
}
for (SuccessorInfo *SI : SIByIndex)
if (SI)
MergedBB.Successors.emplace_back(std::move(*SI));
}
void mergeFunctionProfile(BinaryFunctionProfile &MergedBF,
BinaryFunctionProfile &&BF) {
// Validate that we are merging the correct function.
if (BF.NumBasicBlocks != MergedBF.NumBasicBlocks)
report_error(BF.Name, "number of basic blocks mismatch");
if (BF.Id != MergedBF.Id)
report_error(BF.Name, "ID mismatch");
if (BF.Hash != MergedBF.Hash)
report_error(BF.Name, "hash mismatch");
// Update the execution count.
MergedBF.ExecCount += BF.ExecCount;
// Merge basic blocks profile.
std::vector<BinaryBasicBlockProfile *> BlockByIndex(BF.NumBasicBlocks);
for (BinaryBasicBlockProfile &BB : BF.Blocks) {
if (BB.Index >= BF.NumBasicBlocks)
report_error(BF.Name + " : BB #" + Twine(BB.Index),
"bad basic block index");
BlockByIndex[BB.Index] = &BB;
}
for (BinaryBasicBlockProfile &MergedBB : MergedBF.Blocks) {
if (!BlockByIndex[MergedBB.Index])
continue;
BinaryBasicBlockProfile &BB = *BlockByIndex[MergedBB.Index];
mergeBasicBlockProfile(MergedBB, std::move(BB), MergedBF);
// Ignore this block in the future.
BlockByIndex[MergedBB.Index] = nullptr;
}
// Append blocks unique to BF (i.e. those that are not in MergedBF).
for (BinaryBasicBlockProfile *BB : BlockByIndex)
if (BB)
MergedBF.Blocks.emplace_back(std::move(*BB));
}
bool isYAML(const StringRef Filename) {
ErrorOr<std::unique_ptr<MemoryBuffer>> MB =
MemoryBuffer::getFileOrSTDIN(Filename);
if (std::error_code EC = MB.getError())
report_error(Filename, EC);
StringRef Buffer = MB.get()->getBuffer();
if (Buffer.startswith("---\n"))
return true;
return false;
}
void mergeLegacyProfiles(const SmallVectorImpl<std::string> &Filenames) {
errs() << "Using legacy profile format.\n";
std::optional<bool> BoltedCollection;
std::mutex BoltedCollectionMutex;
typedef StringMap<uint64_t> ProfileTy;
auto ParseProfile = [&](const std::string &Filename, auto &Profiles) {
const llvm::thread::id tid = llvm::this_thread::get_id();
if (isYAML(Filename))
report_error(Filename, "cannot mix YAML and legacy formats");
ErrorOr<std::unique_ptr<MemoryBuffer>> MB =
MemoryBuffer::getFileOrSTDIN(Filename);
if (std::error_code EC = MB.getError())
report_error(Filename, EC);
StringRef Buf = MB.get()->getBuffer();
ProfileTy *Profile;
{
std::lock_guard<std::mutex> Lock(BoltedCollectionMutex);
// Check if the string "boltedcollection" is in the first line
if (Buf.startswith("boltedcollection\n")) {
if (!BoltedCollection.value_or(true))
report_error(
Filename,
"cannot mix profile collected in BOLT and non-BOLT deployments");
BoltedCollection = true;
Buf = Buf.drop_front(17);
} else {
if (BoltedCollection.value_or(false))
report_error(
Filename,
"cannot mix profile collected in BOLT and non-BOLT deployments");
BoltedCollection = false;
}
Profile = &Profiles[tid];
}
SmallVector<StringRef> Lines;
SplitString(Buf, Lines, "\n");
for (StringRef Line : Lines) {
size_t Pos = Line.rfind(" ");
if (Pos == StringRef::npos)
report_error(Filename, "Malformed / corrupted profile");
StringRef Signature = Line.substr(0, Pos);
uint64_t Count;
if (Line.substr(Pos + 1, Line.size() - Pos).getAsInteger(10, Count))
report_error(Filename, "Malformed / corrupted profile counter");
Count += Profile->lookup(Signature);
Profile->insert_or_assign(Signature, Count);
}
};
// The final reduction has non-trivial cost, make sure each thread has at
// least 4 tasks.
ThreadPoolStrategy S = optimal_concurrency(
std::max(Filenames.size() / 4, static_cast<size_t>(1)));
ThreadPool Pool(S);
DenseMap<llvm::thread::id, ProfileTy> ParsedProfiles(Pool.getThreadCount());
for (const auto &Filename : Filenames)
Pool.async(ParseProfile, std::cref(Filename), std::ref(ParsedProfiles));
Pool.wait();
ProfileTy MergedProfile;
for (const auto &[Thread, Profile] : ParsedProfiles)
for (const auto &[Key, Value] : Profile) {
uint64_t Count = MergedProfile.lookup(Key) + Value;
MergedProfile.insert_or_assign(Key, Count);
}
if (BoltedCollection)
output() << "boltedcollection\n";
for (const auto &[Key, Value] : MergedProfile)
output() << Key << " " << Value << "\n";
errs() << "Profile from " << Filenames.size() << " files merged.\n";
}
} // anonymous namespace
int main(int argc, char **argv) {
// Print a stack trace if we signal out.
sys::PrintStackTraceOnErrorSignal(argv[0]);
PrettyStackTraceProgram X(argc, argv);
llvm_shutdown_obj Y; // Call llvm_shutdown() on exit.
cl::HideUnrelatedOptions(opts::MergeFdataCategory);
cl::ParseCommandLineOptions(argc, argv,
"merge multiple fdata into a single file");
ToolName = argv[0];
// Recursively expand input directories into input file lists.
SmallVector<std::string> Inputs;
for (std::string &InputDataFilename : opts::InputDataFilenames) {
if (!llvm::sys::fs::exists(InputDataFilename))
report_error(InputDataFilename,
std::make_error_code(std::errc::no_such_file_or_directory));
if (llvm::sys::fs::is_regular_file(InputDataFilename))
Inputs.emplace_back(InputDataFilename);
else if (llvm::sys::fs::is_directory(InputDataFilename)) {
std::error_code EC;
for (llvm::sys::fs::recursive_directory_iterator F(InputDataFilename, EC),
E;
F != E && !EC; F.increment(EC))
if (llvm::sys::fs::is_regular_file(F->path()))
Inputs.emplace_back(F->path());
if (EC)
report_error(InputDataFilename, EC);
}
}
if (!isYAML(Inputs.front())) {
mergeLegacyProfiles(Inputs);
return 0;
}
// Merged header.
BinaryProfileHeader MergedHeader;
MergedHeader.Version = 1;
// Merged information for all functions.
StringMap<BinaryFunctionProfile> MergedBFs;
for (std::string &InputDataFilename : Inputs) {
ErrorOr<std::unique_ptr<MemoryBuffer>> MB =
MemoryBuffer::getFileOrSTDIN(InputDataFilename);
if (std::error_code EC = MB.getError())
report_error(InputDataFilename, EC);
yaml::Input YamlInput(MB.get()->getBuffer());
errs() << "Merging data from " << InputDataFilename << "...\n";
BinaryProfile BP;
YamlInput >> BP;
if (YamlInput.error())
report_error(InputDataFilename, YamlInput.error());
// Sanity check.
if (BP.Header.Version != 1) {
errs() << "Unable to merge data from profile using version "
<< BP.Header.Version << '\n';
exit(1);
}
// Merge the header.
mergeProfileHeaders(MergedHeader, BP.Header);
// Do the function merge.
for (BinaryFunctionProfile &BF : BP.Functions) {
if (!MergedBFs.count(BF.Name)) {
MergedBFs.insert(std::make_pair(BF.Name, BF));
continue;
}
BinaryFunctionProfile &MergedBF = MergedBFs.find(BF.Name)->second;
mergeFunctionProfile(MergedBF, std::move(BF));
}
}
if (!opts::SuppressMergedDataOutput) {
yaml::Output YamlOut(output());
BinaryProfile MergedProfile;
MergedProfile.Header = MergedHeader;
MergedProfile.Functions.resize(MergedBFs.size());
llvm::copy(llvm::make_second_range(MergedBFs),
MergedProfile.Functions.begin());
// For consistency, sort functions by their IDs.
llvm::sort(MergedProfile.Functions,
[](const BinaryFunctionProfile &A,
const BinaryFunctionProfile &B) { return A.Id < B.Id; });
YamlOut << MergedProfile;
}
errs() << "Data for " << MergedBFs.size()
<< " unique objects successfully merged.\n";
if (opts::PrintFunctionList != opts::ST_NONE) {
// List of function names with execution count.
std::vector<std::pair<uint64_t, StringRef>> FunctionList(MergedBFs.size());
using CountFuncType = std::function<std::pair<uint64_t, StringRef>(
const StringMapEntry<BinaryFunctionProfile> &)>;
CountFuncType ExecCountFunc =
[](const StringMapEntry<BinaryFunctionProfile> &V) {
return std::make_pair(V.second.ExecCount, StringRef(V.second.Name));
};
CountFuncType BranchCountFunc =
[](const StringMapEntry<BinaryFunctionProfile> &V) {
// Return total branch count.
uint64_t BranchCount = 0;
for (const BinaryBasicBlockProfile &BI : V.second.Blocks)
for (const SuccessorInfo &SI : BI.Successors)
BranchCount += SI.Count;
return std::make_pair(BranchCount, StringRef(V.second.Name));
};
CountFuncType CountFunc = (opts::PrintFunctionList == opts::ST_EXEC_COUNT)
? ExecCountFunc
: BranchCountFunc;
llvm::transform(MergedBFs, FunctionList.begin(), CountFunc);
llvm::stable_sort(reverse(FunctionList));
errs() << "Functions sorted by "
<< (opts::PrintFunctionList == opts::ST_EXEC_COUNT ? "execution"
: "total branch")
<< " count:\n";
for (std::pair<uint64_t, StringRef> &FI : FunctionList)
errs() << FI.second << " : " << FI.first << '\n';
}
return 0;
}
|