llvm-project/llvm/lib/ProfileData/SampleProf.cpp
wlei 339b8a0019 [AutoFDO] Use flattened profiles for profile staleness metrics
For profile staleness report, before it only counts for the top-level function samples in the nested profile, the samples in the inlinees are ignored. This could affect the quality of the metrics when there are heavily inlined functions. This change adds a feature to flatten the nested profile and we're changing to use flatten profile as the input for stale profile detection and matching.
Example for profile flattening:

```
Original profile:
_Z3bazi:20301:1000
 1: 1000
 3: 2000
 5: inline1:1600
   1: 600
   3: inline2:500
     1: 500

Flattened profile:
_Z3bazi:18701:1000
 1: 1000
 3: 2000
 5: 600 inline1:600
inline1:1100:600
 1: 600
 3: 500 inline2: 500
inline2:500:500
 1: 500
```
This feature could be useful for offline analysis, like understanding the hotness of each individual function. So I'm adding the support to `llvm-profdata merge` under `--gen-flattened-profile`.

Reviewed By: hoy, wenlei

Differential Revision: https://reviews.llvm.org/D146452
2023-03-30 11:05:10 -07:00

548 lines
20 KiB
C++

//=-- SampleProf.cpp - Sample profiling format support --------------------===//
//
// 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 contains common definitions used in the reading and writing of
// sample profile data.
//
//===----------------------------------------------------------------------===//
#include "llvm/ProfileData/SampleProf.h"
#include "llvm/Config/llvm-config.h"
#include "llvm/IR/DebugInfoMetadata.h"
#include "llvm/IR/PseudoProbe.h"
#include "llvm/ProfileData/SampleProfReader.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Compiler.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/ErrorHandling.h"
#include "llvm/Support/raw_ostream.h"
#include <string>
#include <system_error>
using namespace llvm;
using namespace sampleprof;
static cl::opt<uint64_t> ProfileSymbolListCutOff(
"profile-symbol-list-cutoff", cl::Hidden, cl::init(-1),
cl::desc("Cutoff value about how many symbols in profile symbol list "
"will be used. This is very useful for performance debugging"));
static cl::opt<bool> GenerateMergedBaseProfiles(
"generate-merged-base-profiles",
cl::desc("When generating nested context-sensitive profiles, always "
"generate extra base profile for function with all its context "
"profiles merged into it."));
namespace llvm {
namespace sampleprof {
bool FunctionSamples::ProfileIsProbeBased = false;
bool FunctionSamples::ProfileIsCS = false;
bool FunctionSamples::ProfileIsPreInlined = false;
bool FunctionSamples::UseMD5 = false;
bool FunctionSamples::HasUniqSuffix = true;
bool FunctionSamples::ProfileIsFS = false;
} // namespace sampleprof
} // namespace llvm
namespace {
// FIXME: This class is only here to support the transition to llvm::Error. It
// will be removed once this transition is complete. Clients should prefer to
// deal with the Error value directly, rather than converting to error_code.
class SampleProfErrorCategoryType : public std::error_category {
const char *name() const noexcept override { return "llvm.sampleprof"; }
std::string message(int IE) const override {
sampleprof_error E = static_cast<sampleprof_error>(IE);
switch (E) {
case sampleprof_error::success:
return "Success";
case sampleprof_error::bad_magic:
return "Invalid sample profile data (bad magic)";
case sampleprof_error::unsupported_version:
return "Unsupported sample profile format version";
case sampleprof_error::too_large:
return "Too much profile data";
case sampleprof_error::truncated:
return "Truncated profile data";
case sampleprof_error::malformed:
return "Malformed sample profile data";
case sampleprof_error::unrecognized_format:
return "Unrecognized sample profile encoding format";
case sampleprof_error::unsupported_writing_format:
return "Profile encoding format unsupported for writing operations";
case sampleprof_error::truncated_name_table:
return "Truncated function name table";
case sampleprof_error::not_implemented:
return "Unimplemented feature";
case sampleprof_error::counter_overflow:
return "Counter overflow";
case sampleprof_error::ostream_seek_unsupported:
return "Ostream does not support seek";
case sampleprof_error::uncompress_failed:
return "Uncompress failure";
case sampleprof_error::zlib_unavailable:
return "Zlib is unavailable";
case sampleprof_error::hash_mismatch:
return "Function hash mismatch";
}
llvm_unreachable("A value of sampleprof_error has no message.");
}
};
} // end anonymous namespace
const std::error_category &llvm::sampleprof_category() {
static SampleProfErrorCategoryType ErrorCategory;
return ErrorCategory;
}
void LineLocation::print(raw_ostream &OS) const {
OS << LineOffset;
if (Discriminator > 0)
OS << "." << Discriminator;
}
raw_ostream &llvm::sampleprof::operator<<(raw_ostream &OS,
const LineLocation &Loc) {
Loc.print(OS);
return OS;
}
/// Merge the samples in \p Other into this record.
/// Optionally scale sample counts by \p Weight.
sampleprof_error SampleRecord::merge(const SampleRecord &Other,
uint64_t Weight) {
sampleprof_error Result;
Result = addSamples(Other.getSamples(), Weight);
for (const auto &I : Other.getCallTargets()) {
MergeResult(Result, addCalledTarget(I.first(), I.second, Weight));
}
return Result;
}
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
LLVM_DUMP_METHOD void LineLocation::dump() const { print(dbgs()); }
#endif
/// Print the sample record to the stream \p OS indented by \p Indent.
void SampleRecord::print(raw_ostream &OS, unsigned Indent) const {
OS << NumSamples;
if (hasCalls()) {
OS << ", calls:";
for (const auto &I : getSortedCallTargets())
OS << " " << I.first << ":" << I.second;
}
OS << "\n";
}
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
LLVM_DUMP_METHOD void SampleRecord::dump() const { print(dbgs(), 0); }
#endif
raw_ostream &llvm::sampleprof::operator<<(raw_ostream &OS,
const SampleRecord &Sample) {
Sample.print(OS, 0);
return OS;
}
/// Print the samples collected for a function on stream \p OS.
void FunctionSamples::print(raw_ostream &OS, unsigned Indent) const {
if (getFunctionHash())
OS << "CFG checksum " << getFunctionHash() << "\n";
OS << TotalSamples << ", " << TotalHeadSamples << ", " << BodySamples.size()
<< " sampled lines\n";
OS.indent(Indent);
if (!BodySamples.empty()) {
OS << "Samples collected in the function's body {\n";
SampleSorter<LineLocation, SampleRecord> SortedBodySamples(BodySamples);
for (const auto &SI : SortedBodySamples.get()) {
OS.indent(Indent + 2);
OS << SI->first << ": " << SI->second;
}
OS.indent(Indent);
OS << "}\n";
} else {
OS << "No samples collected in the function's body\n";
}
OS.indent(Indent);
if (!CallsiteSamples.empty()) {
OS << "Samples collected in inlined callsites {\n";
SampleSorter<LineLocation, FunctionSamplesMap> SortedCallsiteSamples(
CallsiteSamples);
for (const auto &CS : SortedCallsiteSamples.get()) {
for (const auto &FS : CS->second) {
OS.indent(Indent + 2);
OS << CS->first << ": inlined callee: " << FS.second.getName() << ": ";
FS.second.print(OS, Indent + 4);
}
}
OS.indent(Indent);
OS << "}\n";
} else {
OS << "No inlined callsites in this function\n";
}
}
raw_ostream &llvm::sampleprof::operator<<(raw_ostream &OS,
const FunctionSamples &FS) {
FS.print(OS);
return OS;
}
void sampleprof::sortFuncProfiles(
const SampleProfileMap &ProfileMap,
std::vector<NameFunctionSamples> &SortedProfiles) {
for (const auto &I : ProfileMap) {
assert(I.first == I.second.getContext() && "Inconsistent profile map");
SortedProfiles.push_back(std::make_pair(I.second.getContext(), &I.second));
}
llvm::stable_sort(SortedProfiles, [](const NameFunctionSamples &A,
const NameFunctionSamples &B) {
if (A.second->getTotalSamples() == B.second->getTotalSamples())
return A.first < B.first;
return A.second->getTotalSamples() > B.second->getTotalSamples();
});
}
unsigned FunctionSamples::getOffset(const DILocation *DIL) {
return (DIL->getLine() - DIL->getScope()->getSubprogram()->getLine()) &
0xffff;
}
LineLocation FunctionSamples::getCallSiteIdentifier(const DILocation *DIL,
bool ProfileIsFS) {
if (FunctionSamples::ProfileIsProbeBased) {
// In a pseudo-probe based profile, a callsite is simply represented by the
// ID of the probe associated with the call instruction. The probe ID is
// encoded in the Discriminator field of the call instruction's debug
// metadata.
return LineLocation(PseudoProbeDwarfDiscriminator::extractProbeIndex(
DIL->getDiscriminator()),
0);
} else {
unsigned Discriminator =
ProfileIsFS ? DIL->getDiscriminator() : DIL->getBaseDiscriminator();
return LineLocation(FunctionSamples::getOffset(DIL), Discriminator);
}
}
uint64_t FunctionSamples::getCallSiteHash(StringRef CalleeName,
const LineLocation &Callsite) {
uint64_t NameHash = std::hash<std::string>{}(CalleeName.str());
uint64_t LocId =
(((uint64_t)Callsite.LineOffset) << 32) | Callsite.Discriminator;
return NameHash + (LocId << 5) + LocId;
}
const FunctionSamples *FunctionSamples::findFunctionSamples(
const DILocation *DIL, SampleProfileReaderItaniumRemapper *Remapper) const {
assert(DIL);
SmallVector<std::pair<LineLocation, StringRef>, 10> S;
const DILocation *PrevDIL = DIL;
for (DIL = DIL->getInlinedAt(); DIL; DIL = DIL->getInlinedAt()) {
// Use C++ linkage name if possible.
StringRef Name = PrevDIL->getScope()->getSubprogram()->getLinkageName();
if (Name.empty())
Name = PrevDIL->getScope()->getSubprogram()->getName();
S.emplace_back(FunctionSamples::getCallSiteIdentifier(
DIL, FunctionSamples::ProfileIsFS),
Name);
PrevDIL = DIL;
}
if (S.size() == 0)
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);
}
return FS;
}
void FunctionSamples::findAllNames(DenseSet<StringRef> &NameSet) const {
NameSet.insert(getName());
for (const auto &BS : BodySamples)
for (const auto &TS : BS.second.getCallTargets())
NameSet.insert(TS.getKey());
for (const auto &CS : CallsiteSamples) {
for (const auto &NameFS : CS.second) {
NameSet.insert(NameFS.first);
NameFS.second.findAllNames(NameSet);
}
}
}
const FunctionSamples *FunctionSamples::findFunctionSamplesAt(
const LineLocation &Loc, StringRef CalleeName,
SampleProfileReaderItaniumRemapper *Remapper) const {
CalleeName = getCanonicalFnName(CalleeName);
std::string CalleeGUID;
CalleeName = getRepInFormat(CalleeName, UseMD5, CalleeGUID);
auto iter = CallsiteSamples.find(Loc);
if (iter == CallsiteSamples.end())
return nullptr;
auto FS = iter->second.find(CalleeName);
if (FS != iter->second.end())
return &FS->second;
if (Remapper) {
if (auto NameInProfile = Remapper->lookUpNameInProfile(CalleeName)) {
auto FS = iter->second.find(*NameInProfile);
if (FS != iter->second.end())
return &FS->second;
}
}
// If we cannot find exact match of the callee name, return the FS with
// the max total count. Only do this when CalleeName is not provided,
// i.e., only for indirect calls.
if (!CalleeName.empty())
return nullptr;
uint64_t MaxTotalSamples = 0;
const FunctionSamples *R = nullptr;
for (const auto &NameFS : iter->second)
if (NameFS.second.getTotalSamples() >= MaxTotalSamples) {
MaxTotalSamples = NameFS.second.getTotalSamples();
R = &NameFS.second;
}
return R;
}
#if !defined(NDEBUG) || defined(LLVM_ENABLE_DUMP)
LLVM_DUMP_METHOD void FunctionSamples::dump() const { print(dbgs(), 0); }
#endif
std::error_code ProfileSymbolList::read(const uint8_t *Data,
uint64_t ListSize) {
const char *ListStart = reinterpret_cast<const char *>(Data);
uint64_t Size = 0;
uint64_t StrNum = 0;
while (Size < ListSize && StrNum < ProfileSymbolListCutOff) {
StringRef Str(ListStart + Size);
add(Str);
Size += Str.size() + 1;
StrNum++;
}
if (Size != ListSize && StrNum != ProfileSymbolListCutOff)
return sampleprof_error::malformed;
return sampleprof_error::success;
}
void SampleContextTrimmer::trimAndMergeColdContextProfiles(
uint64_t ColdCountThreshold, bool TrimColdContext, bool MergeColdContext,
uint32_t ColdContextFrameLength, bool TrimBaseProfileOnly) {
if (!TrimColdContext && !MergeColdContext)
return;
// Nothing to merge if sample threshold is zero
if (ColdCountThreshold == 0)
return;
// Trimming base profiles only is mainly to honor the preinliner decsion. When
// MergeColdContext is true preinliner decsion is not honored anyway so turn
// off TrimBaseProfileOnly.
if (MergeColdContext)
TrimBaseProfileOnly = false;
// Filter the cold profiles from ProfileMap and move them into a tmp
// container
std::vector<std::pair<SampleContext, const FunctionSamples *>> ColdProfiles;
for (const auto &I : ProfileMap) {
const SampleContext &Context = I.first;
const FunctionSamples &FunctionProfile = I.second;
if (FunctionProfile.getTotalSamples() < ColdCountThreshold &&
(!TrimBaseProfileOnly || Context.isBaseContext()))
ColdProfiles.emplace_back(Context, &I.second);
}
// Remove the cold profile from ProfileMap and merge them into
// MergedProfileMap by the last K frames of context
SampleProfileMap MergedProfileMap;
for (const auto &I : ColdProfiles) {
if (MergeColdContext) {
auto MergedContext = I.second->getContext().getContextFrames();
if (ColdContextFrameLength < MergedContext.size())
MergedContext = MergedContext.take_back(ColdContextFrameLength);
auto Ret = MergedProfileMap.emplace(MergedContext, FunctionSamples());
FunctionSamples &MergedProfile = Ret.first->second;
MergedProfile.merge(*I.second);
}
ProfileMap.erase(I.first);
}
// Move the merged profiles into ProfileMap;
for (const auto &I : MergedProfileMap) {
// Filter the cold merged profile
if (TrimColdContext && I.second.getTotalSamples() < ColdCountThreshold &&
ProfileMap.find(I.first) == ProfileMap.end())
continue;
// Merge the profile if the original profile exists, otherwise just insert
// as a new profile
auto Ret = ProfileMap.emplace(I.first, FunctionSamples());
if (Ret.second) {
SampleContext FContext(Ret.first->first, RawContext);
FunctionSamples &FProfile = Ret.first->second;
FProfile.setContext(FContext);
}
FunctionSamples &OrigProfile = Ret.first->second;
OrigProfile.merge(I.second);
}
}
void SampleContextTrimmer::canonicalizeContextProfiles() {
std::vector<SampleContext> ProfilesToBeRemoved;
SampleProfileMap ProfilesToBeAdded;
for (auto &I : ProfileMap) {
FunctionSamples &FProfile = I.second;
SampleContext &Context = FProfile.getContext();
if (I.first == Context)
continue;
// Use the context string from FunctionSamples to update the keys of
// ProfileMap. They can get out of sync after context profile promotion
// through pre-inliner.
// Duplicate the function profile for later insertion to avoid a conflict
// caused by a context both to be add and to be removed. This could happen
// when a context is promoted to another context which is also promoted to
// the third context. For example, given an original context A @ B @ C that
// is promoted to B @ C and the original context B @ C which is promoted to
// just C, adding B @ C to the profile map while removing same context (but
// with different profiles) from the map can cause a conflict if they are
// not handled in a right order. This can be solved by just caching the
// profiles to be added.
auto Ret = ProfilesToBeAdded.emplace(Context, FProfile);
(void)Ret;
assert(Ret.second && "Context conflict during canonicalization");
ProfilesToBeRemoved.push_back(I.first);
}
for (auto &I : ProfilesToBeRemoved) {
ProfileMap.erase(I);
}
for (auto &I : ProfilesToBeAdded) {
ProfileMap.emplace(I.first, I.second);
}
}
std::error_code ProfileSymbolList::write(raw_ostream &OS) {
// Sort the symbols before output. If doing compression.
// It will make the compression much more effective.
std::vector<StringRef> SortedList(Syms.begin(), Syms.end());
llvm::sort(SortedList);
std::string OutputString;
for (auto &Sym : SortedList) {
OutputString.append(Sym.str());
OutputString.append(1, '\0');
}
OS << OutputString;
return sampleprof_error::success;
}
void ProfileSymbolList::dump(raw_ostream &OS) const {
OS << "======== Dump profile symbol list ========\n";
std::vector<StringRef> SortedList(Syms.begin(), Syms.end());
llvm::sort(SortedList);
for (auto &Sym : SortedList)
OS << Sym << "\n";
}
ProfileConverter::FrameNode *
ProfileConverter::FrameNode::getOrCreateChildFrame(const LineLocation &CallSite,
StringRef CalleeName) {
uint64_t Hash = FunctionSamples::getCallSiteHash(CalleeName, CallSite);
auto It = AllChildFrames.find(Hash);
if (It != AllChildFrames.end()) {
assert(It->second.FuncName == CalleeName &&
"Hash collision for child context node");
return &It->second;
}
AllChildFrames[Hash] = FrameNode(CalleeName, nullptr, CallSite);
return &AllChildFrames[Hash];
}
ProfileConverter::ProfileConverter(SampleProfileMap &Profiles)
: ProfileMap(Profiles) {
for (auto &FuncSample : Profiles) {
FunctionSamples *FSamples = &FuncSample.second;
auto *NewNode = getOrCreateContextPath(FSamples->getContext());
assert(!NewNode->FuncSamples && "New node cannot have sample profile");
NewNode->FuncSamples = FSamples;
}
}
ProfileConverter::FrameNode *
ProfileConverter::getOrCreateContextPath(const SampleContext &Context) {
auto Node = &RootFrame;
LineLocation CallSiteLoc(0, 0);
for (auto &Callsite : Context.getContextFrames()) {
Node = Node->getOrCreateChildFrame(CallSiteLoc, Callsite.FuncName);
CallSiteLoc = Callsite.Location;
}
return Node;
}
void ProfileConverter::convertCSProfiles(ProfileConverter::FrameNode &Node) {
// Process each child profile. Add each child profile to callsite profile map
// of the current node `Node` if `Node` comes with a profile. Otherwise
// promote the child profile to a standalone profile.
auto *NodeProfile = Node.FuncSamples;
for (auto &It : Node.AllChildFrames) {
auto &ChildNode = It.second;
convertCSProfiles(ChildNode);
auto *ChildProfile = ChildNode.FuncSamples;
if (!ChildProfile)
continue;
SampleContext OrigChildContext = ChildProfile->getContext();
// Reset the child context to be contextless.
ChildProfile->getContext().setName(OrigChildContext.getName());
if (NodeProfile) {
// Add child profile to the callsite profile map.
auto &SamplesMap = NodeProfile->functionSamplesAt(ChildNode.CallSiteLoc);
SamplesMap.emplace(OrigChildContext.getName().str(), *ChildProfile);
NodeProfile->addTotalSamples(ChildProfile->getTotalSamples());
// Remove the corresponding body sample for the callsite and update the
// total weight.
auto Count = NodeProfile->removeCalledTargetAndBodySample(
ChildNode.CallSiteLoc.LineOffset, ChildNode.CallSiteLoc.Discriminator,
OrigChildContext.getName());
NodeProfile->removeTotalSamples(Count);
}
// Separate child profile to be a standalone profile, if the current parent
// profile doesn't exist. This is a duplicating operation when the child
// profile is already incorporated into the parent which is still useful and
// thus done optionally. It is seen that duplicating context profiles into
// base profiles improves the code quality for thinlto build by allowing a
// profile in the prelink phase for to-be-fully-inlined functions.
if (!NodeProfile) {
ProfileMap[ChildProfile->getContext()].merge(*ChildProfile);
} else if (GenerateMergedBaseProfiles) {
ProfileMap[ChildProfile->getContext()].merge(*ChildProfile);
auto &SamplesMap = NodeProfile->functionSamplesAt(ChildNode.CallSiteLoc);
SamplesMap[ChildProfile->getName().str()].getContext().setAttribute(
ContextDuplicatedIntoBase);
}
// Remove the original child profile.
ProfileMap.erase(OrigChildContext);
}
}
void ProfileConverter::convertCSProfiles() { convertCSProfiles(RootFrame); }