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//===- bolt/Profile/Heatmap.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
//
//===----------------------------------------------------------------------===//
#include "bolt/Profile/Heatmap.h"
#include "bolt/Utils/CommandLineOpts.h"
#include "llvm/ADT/StringMap.h"
#include "llvm/ADT/Twine.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/FileSystem.h"
#include "llvm/Support/Format.h"
#include "llvm/Support/MathExtras.h"
#include "llvm/Support/raw_ostream.h"
#include <algorithm>
#include <cctype>
#include <cmath>
#include <vector>
#define DEBUG_TYPE "bolt-heatmap"
using namespace llvm;
namespace llvm {
namespace bolt {
void Heatmap::registerAddressRange(uint64_t StartAddress, uint64_t EndAddress,
uint64_t Count) {
if (ignoreAddress(StartAddress)) {
++NumSkippedRanges;
return;
}
if (StartAddress > EndAddress || EndAddress - StartAddress > 64 * 1024) {
LLVM_DEBUG(dbgs() << "invalid range : 0x" << Twine::utohexstr(StartAddress)
<< " -> 0x" << Twine::utohexstr(EndAddress) << '\n');
++NumSkippedRanges;
return;
}
for (uint64_t Bucket = StartAddress / BucketSize;
Bucket <= EndAddress / BucketSize; ++Bucket)
Map[Bucket] += Count;
}
void Heatmap::print(StringRef FileName) const {
std::error_code EC;
raw_fd_ostream OS(FileName, EC, sys::fs::OpenFlags::OF_None);
if (EC) {
errs() << "error opening output file: " << EC.message() << '\n';
exit(1);
}
print(OS);
}
void Heatmap::print(raw_ostream &OS) const {
const char FillChar = '.';
const auto DefaultColor = raw_ostream::WHITE;
auto changeColor = [&](raw_ostream::Colors Color) -> void {
static auto CurrentColor = raw_ostream::BLACK;
if (CurrentColor == Color)
return;
OS.changeColor(Color);
CurrentColor = Color;
};
const uint64_t BytesPerLine = opts::BucketsPerLine * BucketSize;
// Calculate the max value for scaling.
uint64_t MaxValue = 0;
for (const std::pair<const uint64_t, uint64_t> &Entry : Map)
MaxValue = std::max<uint64_t>(MaxValue, Entry.second);
// Print start of the line and fill it with an empty space right before
// the Address.
auto startLine = [&](uint64_t Address, bool Empty = false) {
changeColor(DefaultColor);
const uint64_t LineAddress = Address / BytesPerLine * BytesPerLine;
if (MaxAddress > 0xffffffff)
OS << format("0x%016" PRIx64 ": ", LineAddress);
else
OS << format("0x%08" PRIx64 ": ", LineAddress);
if (Empty)
Address = LineAddress + BytesPerLine;
for (uint64_t Fill = LineAddress; Fill < Address; Fill += BucketSize)
OS << FillChar;
};
// Finish line after \p Address was printed.
auto finishLine = [&](uint64_t Address) {
const uint64_t End = alignTo(Address + 1, BytesPerLine);
for (uint64_t Fill = Address + BucketSize; Fill < End; Fill += BucketSize)
OS << FillChar;
OS << '\n';
};
// Fill empty space in (Start, End) range.
auto fillRange = [&](uint64_t Start, uint64_t End) {
if ((Start / BytesPerLine) == (End / BytesPerLine)) {
for (uint64_t Fill = Start + BucketSize; Fill < End; Fill += BucketSize) {
changeColor(DefaultColor);
OS << FillChar;
}
return;
}
changeColor(DefaultColor);
finishLine(Start);
Start = alignTo(Start, BytesPerLine);
uint64_t NumEmptyLines = (End - Start) / BytesPerLine;
if (NumEmptyLines > 32) {
OS << '\n';
} else {
while (NumEmptyLines--) {
startLine(Start, /*Empty=*/true);
OS << '\n';
Start += BytesPerLine;
}
}
startLine(End);
};
static raw_ostream::Colors Colors[] = {
raw_ostream::WHITE, raw_ostream::WHITE, raw_ostream::CYAN,
raw_ostream::GREEN, raw_ostream::YELLOW, raw_ostream::RED};
constexpr size_t NumRanges = sizeof(Colors) / sizeof(Colors[0]);
uint64_t Range[NumRanges];
for (uint64_t I = 0; I < NumRanges; ++I)
Range[I] = std::max(I + 1, (uint64_t)std::pow((double)MaxValue,
(double)(I + 1) / NumRanges));
Range[NumRanges - 1] = std::max((uint64_t)NumRanges, MaxValue);
// Print scaled value
auto printValue = [&](uint64_t Value, char Character, bool ResetColor) {
assert(Value && "should only print positive values");
for (unsigned I = 0; I < sizeof(Range) / sizeof(Range[0]); ++I) {
if (Value <= Range[I]) {
changeColor(Colors[I]);
break;
}
}
if (Value <= Range[0])
OS << static_cast<char>(std::tolower(Character));
else
OS << static_cast<char>(std::toupper(Character));
if (ResetColor)
changeColor(DefaultColor);
};
// Print against black background
OS.changeColor(raw_ostream::BLACK, /*Bold=*/false, /*Background=*/true);
changeColor(DefaultColor);
// Print map legend
OS << "Legend:\n";
uint64_t PrevValue = 0;
for (unsigned I = 0; I < sizeof(Range) / sizeof(Range[0]); ++I) {
const uint64_t Value = Range[I];
OS << " ";
printValue(Value, 'o', /*ResetColor=*/true);
OS << " : (" << PrevValue << ", " << Value << "]\n";
PrevValue = Value;
}
// Pos - character position from right in hex form.
auto printHeader = [&](unsigned Pos) {
OS << " ";
if (MaxAddress > 0xffffffff)
OS << " ";
unsigned PrevValue = unsigned(-1);
for (unsigned I = 0; I < BytesPerLine; I += BucketSize) {
const unsigned Value = (I & ((1 << Pos * 4) - 1)) >> (Pos - 1) * 4;
if (Value != PrevValue) {
OS << Twine::utohexstr(Value);
PrevValue = Value;
} else {
OS << ' ';
}
}
OS << '\n';
};
for (unsigned I = 5; I > 0; --I)
printHeader(I);
auto SectionStart = TextSections.begin();
uint64_t PrevAddress = 0;
for (auto MI = Map.begin(), ME = Map.end(); MI != ME; ++MI) {
const std::pair<const uint64_t, uint64_t> &Entry = *MI;
uint64_t Address = Entry.first * BucketSize;
char Character = 'o';
// Check if address is in the current or any later section.
auto Section = std::find_if(
SectionStart, TextSections.end(), [&](const SectionNameAndRange &S) {
return Address >= S.BeginAddress && Address < S.EndAddress;
});
if (Section != TextSections.end()) {
// Shift the section forward (if SectionStart is different from Section).
// This works, because TextSections is sorted by start address.
SectionStart = Section;
Character = 'a' + ((Section - TextSections.begin()) % 26);
}
if (PrevAddress)
fillRange(PrevAddress, Address);
else
startLine(Address);
printValue(Entry.second, Character, /*ResetColor=*/false);
PrevAddress = Address;
}
if (PrevAddress) {
changeColor(DefaultColor);
finishLine(PrevAddress);
}
}
void Heatmap::printCDF(StringRef FileName) const {
std::error_code EC;
raw_fd_ostream OS(FileName, EC, sys::fs::OpenFlags::OF_None);
if (EC) {
errs() << "error opening output file: " << EC.message() << '\n';
exit(1);
}
printCDF(OS);
}
void Heatmap::printCDF(raw_ostream &OS) const {
uint64_t NumTotalCounts = 0;
std::vector<uint64_t> Counts;
for (const std::pair<const uint64_t, uint64_t> &KV : Map) {
Counts.push_back(KV.second);
NumTotalCounts += KV.second;
}
llvm::sort(Counts, std::greater<uint64_t>());
double RatioLeftInKB = (1.0 * BucketSize) / 1024;
assert(NumTotalCounts > 0 &&
"total number of heatmap buckets should be greater than 0");
double RatioRightInPercent = 100.0 / NumTotalCounts;
uint64_t RunningCount = 0;
OS << "Bucket counts, Size (KB), CDF (%)\n";
for (uint64_t I = 0; I < Counts.size(); I++) {
RunningCount += Counts[I];
OS << format("%llu", (I + 1)) << ", "
<< format("%.4f", RatioLeftInKB * (I + 1)) << ", "
<< format("%.4f", RatioRightInPercent * (RunningCount)) << "\n";
}
Counts.clear();
}
void Heatmap::printSectionHotness(StringRef FileName) const {
std::error_code EC;
raw_fd_ostream OS(FileName, EC, sys::fs::OpenFlags::OF_None);
if (EC) {
errs() << "error opening output file: " << EC.message() << '\n';
exit(1);
}
printSectionHotness(OS);
}
void Heatmap::printSectionHotness(raw_ostream &OS) const {
uint64_t NumTotalCounts = 0;
StringMap<uint64_t> SectionHotness;
unsigned TextSectionIndex = 0;
if (TextSections.empty())
return;
uint64_t UnmappedHotness = 0;
auto RecordUnmappedBucket = [&](uint64_t Address, uint64_t Frequency) {
errs() << "Couldn't map the address bucket [0x" << Twine::utohexstr(Address)
<< ", 0x" << Twine::utohexstr(Address + BucketSize)
<< "] containing " << Frequency
<< " samples to a text section in the binary.";
UnmappedHotness += Frequency;
};
for (const std::pair<const uint64_t, uint64_t> &KV : Map) {
NumTotalCounts += KV.second;
// We map an address bucket to the first section (lowest address)
// overlapping with that bucket.
auto Address = KV.first * BucketSize;
while (TextSectionIndex < TextSections.size() &&
Address >= TextSections[TextSectionIndex].EndAddress)
TextSectionIndex++;
if (TextSectionIndex >= TextSections.size() ||
Address + BucketSize < TextSections[TextSectionIndex].BeginAddress) {
RecordUnmappedBucket(Address, KV.second);
continue;
}
SectionHotness[TextSections[TextSectionIndex].Name] += KV.second;
}
assert(NumTotalCounts > 0 &&
"total number of heatmap buckets should be greater than 0");
OS << "Section Name, Begin Address, End Address, Percentage Hotness\n";
for (auto &TextSection : TextSections) {
OS << TextSection.Name << ", 0x"
<< Twine::utohexstr(TextSection.BeginAddress) << ", 0x"
<< Twine::utohexstr(TextSection.EndAddress) << ", "
<< format("%.4f",
100.0 * SectionHotness[TextSection.Name] / NumTotalCounts)
<< "\n";
}
if (UnmappedHotness > 0)
OS << "[unmapped], 0x0, 0x0, "
<< format("%.4f", 100.0 * UnmappedHotness / NumTotalCounts) << "\n";
}
} // namespace bolt
} // namespace llvm
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