//===-- xray-graph.cpp: XRay Function Call Graph Renderer -----------------===// // // 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 // //===----------------------------------------------------------------------===// // // Generate a DOT file to represent the function call graph encountered in // the trace. // //===----------------------------------------------------------------------===// #include "xray-graph.h" #include "xray-registry.h" #include "llvm/Support/ErrorHandling.h" #include "llvm/XRay/InstrumentationMap.h" #include "llvm/XRay/Trace.h" using namespace llvm; using namespace llvm::xray; // Setup llvm-xray graph subcommand and its options. static cl::SubCommand GraphC("graph", "Generate function-call graph"); static cl::opt GraphInput(cl::Positional, cl::desc(""), cl::Required, cl::sub(GraphC)); static cl::opt GraphKeepGoing("keep-going", cl::desc("Keep going on errors encountered"), cl::sub(GraphC), cl::init(false)); static cl::alias GraphKeepGoing2("k", cl::aliasopt(GraphKeepGoing), cl::desc("Alias for -keep-going")); static cl::opt GraphOutput("output", cl::value_desc("Output file"), cl::init("-"), cl::desc("output file; use '-' for stdout"), cl::sub(GraphC)); static cl::alias GraphOutput2("o", cl::aliasopt(GraphOutput), cl::desc("Alias for -output")); static cl::opt GraphInstrMap("instr_map", cl::desc("binary with the instrumrntation map, or " "a separate instrumentation map"), cl::value_desc("binary with xray_instr_map"), cl::sub(GraphC), cl::init("")); static cl::alias GraphInstrMap2("m", cl::aliasopt(GraphInstrMap), cl::desc("alias for -instr_map")); static cl::opt GraphDeduceSiblingCalls( "deduce-sibling-calls", cl::desc("Deduce sibling calls when unrolling function call stacks"), cl::sub(GraphC), cl::init(false)); static cl::alias GraphDeduceSiblingCalls2("d", cl::aliasopt(GraphDeduceSiblingCalls), cl::desc("Alias for -deduce-sibling-calls")); static cl::opt GraphEdgeLabel("edge-label", cl::desc("Output graphs with edges labeled with this field"), cl::value_desc("field"), cl::sub(GraphC), cl::init(GraphRenderer::StatType::NONE), cl::values(clEnumValN(GraphRenderer::StatType::NONE, "none", "Do not label Edges"), clEnumValN(GraphRenderer::StatType::COUNT, "count", "function call counts"), clEnumValN(GraphRenderer::StatType::MIN, "min", "minimum function durations"), clEnumValN(GraphRenderer::StatType::MED, "med", "median function durations"), clEnumValN(GraphRenderer::StatType::PCT90, "90p", "90th percentile durations"), clEnumValN(GraphRenderer::StatType::PCT99, "99p", "99th percentile durations"), clEnumValN(GraphRenderer::StatType::MAX, "max", "maximum function durations"), clEnumValN(GraphRenderer::StatType::SUM, "sum", "sum of call durations"))); static cl::alias GraphEdgeLabel2("e", cl::aliasopt(GraphEdgeLabel), cl::desc("Alias for -edge-label")); static cl::opt GraphVertexLabel( "vertex-label", cl::desc("Output graphs with vertices labeled with this field"), cl::value_desc("field"), cl::sub(GraphC), cl::init(GraphRenderer::StatType::NONE), cl::values(clEnumValN(GraphRenderer::StatType::NONE, "none", "Do not label Vertices"), clEnumValN(GraphRenderer::StatType::COUNT, "count", "function call counts"), clEnumValN(GraphRenderer::StatType::MIN, "min", "minimum function durations"), clEnumValN(GraphRenderer::StatType::MED, "med", "median function durations"), clEnumValN(GraphRenderer::StatType::PCT90, "90p", "90th percentile durations"), clEnumValN(GraphRenderer::StatType::PCT99, "99p", "99th percentile durations"), clEnumValN(GraphRenderer::StatType::MAX, "max", "maximum function durations"), clEnumValN(GraphRenderer::StatType::SUM, "sum", "sum of call durations"))); static cl::alias GraphVertexLabel2("v", cl::aliasopt(GraphVertexLabel), cl::desc("Alias for -edge-label")); static cl::opt GraphEdgeColorType( "color-edges", cl::desc("Output graphs with edge colors determined by this field"), cl::value_desc("field"), cl::sub(GraphC), cl::init(GraphRenderer::StatType::NONE), cl::values(clEnumValN(GraphRenderer::StatType::NONE, "none", "Do not color Edges"), clEnumValN(GraphRenderer::StatType::COUNT, "count", "function call counts"), clEnumValN(GraphRenderer::StatType::MIN, "min", "minimum function durations"), clEnumValN(GraphRenderer::StatType::MED, "med", "median function durations"), clEnumValN(GraphRenderer::StatType::PCT90, "90p", "90th percentile durations"), clEnumValN(GraphRenderer::StatType::PCT99, "99p", "99th percentile durations"), clEnumValN(GraphRenderer::StatType::MAX, "max", "maximum function durations"), clEnumValN(GraphRenderer::StatType::SUM, "sum", "sum of call durations"))); static cl::alias GraphEdgeColorType2("c", cl::aliasopt(GraphEdgeColorType), cl::desc("Alias for -color-edges")); static cl::opt GraphVertexColorType( "color-vertices", cl::desc("Output graphs with vertex colors determined by this field"), cl::value_desc("field"), cl::sub(GraphC), cl::init(GraphRenderer::StatType::NONE), cl::values(clEnumValN(GraphRenderer::StatType::NONE, "none", "Do not color vertices"), clEnumValN(GraphRenderer::StatType::COUNT, "count", "function call counts"), clEnumValN(GraphRenderer::StatType::MIN, "min", "minimum function durations"), clEnumValN(GraphRenderer::StatType::MED, "med", "median function durations"), clEnumValN(GraphRenderer::StatType::PCT90, "90p", "90th percentile durations"), clEnumValN(GraphRenderer::StatType::PCT99, "99p", "99th percentile durations"), clEnumValN(GraphRenderer::StatType::MAX, "max", "maximum function durations"), clEnumValN(GraphRenderer::StatType::SUM, "sum", "sum of call durations"))); static cl::alias GraphVertexColorType2("b", cl::aliasopt(GraphVertexColorType), cl::desc("Alias for -edge-label")); template T diff(T L, T R) { return std::max(L, R) - std::min(L, R); } // Updates the statistics for a GraphRenderer::TimeStat static void updateStat(GraphRenderer::TimeStat &S, int64_t L) { S.Count++; if (S.Min > L || S.Min == 0) S.Min = L; if (S.Max < L) S.Max = L; S.Sum += L; } // Labels in a DOT graph must be legal XML strings so it's necessary to escape // certain characters. static std::string escapeString(StringRef Label) { std::string Str; Str.reserve(Label.size()); for (const auto C : Label) { switch (C) { case '&': Str.append("&"); break; case '<': Str.append("<"); break; case '>': Str.append(">"); break; default: Str.push_back(C); break; } } return Str; } // Evaluates an XRay record and performs accounting on it. // // If the record is an ENTER record it pushes the FuncID and TSC onto a // structure representing the call stack for that function. // If the record is an EXIT record it checks computes computes the ammount of // time the function took to complete and then stores that information in an // edge of the graph. If there is no matching ENTER record the function tries // to recover by assuming that there were EXIT records which were missed, for // example caused by tail call elimination and if the option is enabled then // then tries to recover from this. // // This funciton will also error if the records are out of order, as the trace // is expected to be sorted. // // The graph generated has an immaginary root for functions called by no-one at // FuncId 0. // // FIXME: Refactor this and account subcommand to reduce code duplication. Error GraphRenderer::accountRecord(const XRayRecord &Record) { using std::make_error_code; using std::errc; if (CurrentMaxTSC == 0) CurrentMaxTSC = Record.TSC; if (Record.TSC < CurrentMaxTSC) return make_error("Records not in order", make_error_code(errc::invalid_argument)); auto &ThreadStack = PerThreadFunctionStack[Record.TId]; switch (Record.Type) { case RecordTypes::ENTER: case RecordTypes::ENTER_ARG: { if (Record.FuncId != 0 && G.count(Record.FuncId) == 0) G[Record.FuncId].SymbolName = FuncIdHelper.SymbolOrNumber(Record.FuncId); ThreadStack.push_back({Record.FuncId, Record.TSC}); break; } case RecordTypes::EXIT: case RecordTypes::TAIL_EXIT: { // FIXME: Refactor this and the account subcommand to reduce code // duplication if (ThreadStack.size() == 0 || ThreadStack.back().FuncId != Record.FuncId) { if (!DeduceSiblingCalls) return make_error("No matching ENTRY record", make_error_code(errc::invalid_argument)); auto Parent = std::find_if( ThreadStack.rbegin(), ThreadStack.rend(), [&](const FunctionAttr &A) { return A.FuncId == Record.FuncId; }); if (Parent == ThreadStack.rend()) return make_error( "No matching Entry record in stack", make_error_code(errc::invalid_argument)); // There is no matching // Function for this exit. while (ThreadStack.back().FuncId != Record.FuncId) { TimestampT D = diff(ThreadStack.back().TSC, Record.TSC); VertexIdentifier TopFuncId = ThreadStack.back().FuncId; ThreadStack.pop_back(); assert(ThreadStack.size() != 0); EdgeIdentifier EI(ThreadStack.back().FuncId, TopFuncId); auto &EA = G[EI]; EA.Timings.push_back(D); updateStat(EA.S, D); updateStat(G[TopFuncId].S, D); } } uint64_t D = diff(ThreadStack.back().TSC, Record.TSC); ThreadStack.pop_back(); VertexIdentifier VI = ThreadStack.empty() ? 0 : ThreadStack.back().FuncId; EdgeIdentifier EI(VI, Record.FuncId); auto &EA = G[EI]; EA.Timings.push_back(D); updateStat(EA.S, D); updateStat(G[Record.FuncId].S, D); break; } case RecordTypes::CUSTOM_EVENT: case RecordTypes::TYPED_EVENT: // TODO: Support custom and typed events in the graph processing? break; } return Error::success(); } template void GraphRenderer::getStats(U begin, U end, GraphRenderer::TimeStat &S) { if (begin == end) return; std::ptrdiff_t MedianOff = S.Count / 2; std::nth_element(begin, begin + MedianOff, end); S.Median = *(begin + MedianOff); std::ptrdiff_t Pct90Off = (S.Count * 9) / 10; std::nth_element(begin, begin + Pct90Off, end); S.Pct90 = *(begin + Pct90Off); std::ptrdiff_t Pct99Off = (S.Count * 99) / 100; std::nth_element(begin, begin + Pct99Off, end); S.Pct99 = *(begin + Pct99Off); } void GraphRenderer::updateMaxStats(const GraphRenderer::TimeStat &S, GraphRenderer::TimeStat &M) { M.Count = std::max(M.Count, S.Count); M.Min = std::max(M.Min, S.Min); M.Median = std::max(M.Median, S.Median); M.Pct90 = std::max(M.Pct90, S.Pct90); M.Pct99 = std::max(M.Pct99, S.Pct99); M.Max = std::max(M.Max, S.Max); M.Sum = std::max(M.Sum, S.Sum); } void GraphRenderer::calculateEdgeStatistics() { assert(!G.edges().empty()); for (auto &E : G.edges()) { auto &A = E.second; assert(!A.Timings.empty()); getStats(A.Timings.begin(), A.Timings.end(), A.S); updateMaxStats(A.S, G.GraphEdgeMax); } } void GraphRenderer::calculateVertexStatistics() { std::vector TempTimings; for (auto &V : G.vertices()) { if (V.first != 0) { for (auto &E : G.inEdges(V.first)) { auto &A = E.second; TempTimings.insert(TempTimings.end(), A.Timings.begin(), A.Timings.end()); } getStats(TempTimings.begin(), TempTimings.end(), G[V.first].S); updateMaxStats(G[V.first].S, G.GraphVertexMax); TempTimings.clear(); } } } // A Helper function for normalizeStatistics which normalises a single // TimeStat element. static void normalizeTimeStat(GraphRenderer::TimeStat &S, double CycleFrequency) { int64_t OldCount = S.Count; S = S / CycleFrequency; S.Count = OldCount; } // Normalises the statistics in the graph for a given TSC frequency. void GraphRenderer::normalizeStatistics(double CycleFrequency) { for (auto &E : G.edges()) { auto &S = E.second.S; normalizeTimeStat(S, CycleFrequency); } for (auto &V : G.vertices()) { auto &S = V.second.S; normalizeTimeStat(S, CycleFrequency); } normalizeTimeStat(G.GraphEdgeMax, CycleFrequency); normalizeTimeStat(G.GraphVertexMax, CycleFrequency); } // Returns a string containing the value of statistic field T std::string GraphRenderer::TimeStat::getString(GraphRenderer::StatType T) const { std::string St; raw_string_ostream S{St}; double TimeStat::*DoubleStatPtrs[] = {&TimeStat::Min, &TimeStat::Median, &TimeStat::Pct90, &TimeStat::Pct99, &TimeStat::Max, &TimeStat::Sum}; switch (T) { case GraphRenderer::StatType::NONE: break; case GraphRenderer::StatType::COUNT: S << Count; break; default: S << (*this).* DoubleStatPtrs[static_cast(T) - static_cast(GraphRenderer::StatType::MIN)]; break; } return S.str(); } // Returns the quotient between the property T of this and another TimeStat as // a double double GraphRenderer::TimeStat::getDouble(StatType T) const { double retval = 0; double TimeStat::*DoubleStatPtrs[] = {&TimeStat::Min, &TimeStat::Median, &TimeStat::Pct90, &TimeStat::Pct99, &TimeStat::Max, &TimeStat::Sum}; switch (T) { case GraphRenderer::StatType::NONE: retval = 0.0; break; case GraphRenderer::StatType::COUNT: retval = static_cast(Count); break; default: retval = (*this).*DoubleStatPtrs[static_cast(T) - static_cast(GraphRenderer::StatType::MIN)]; break; } return retval; } // Outputs a DOT format version of the Graph embedded in the GraphRenderer // object on OS. It does this in the expected way by itterating // through all edges then vertices and then outputting them and their // annotations. // // FIXME: output more information, better presented. void GraphRenderer::exportGraphAsDOT(raw_ostream &OS, StatType ET, StatType EC, StatType VT, StatType VC) { OS << "digraph xray {\n"; if (VT != StatType::NONE) OS << "node [shape=record];\n"; for (const auto &E : G.edges()) { const auto &S = E.second.S; OS << "F" << E.first.first << " -> " << "F" << E.first.second << " [label=\"" << S.getString(ET) << "\""; if (EC != StatType::NONE) OS << " color=\"" << CHelper.getColorString( std::sqrt(S.getDouble(EC) / G.GraphEdgeMax.getDouble(EC))) << "\""; OS << "];\n"; } for (const auto &V : G.vertices()) { const auto &VA = V.second; if (V.first == 0) continue; OS << "F" << V.first << " [label=\"" << (VT != StatType::NONE ? "{" : "") << escapeString(VA.SymbolName.size() > 40 ? VA.SymbolName.substr(0, 40) + "..." : VA.SymbolName); if (VT != StatType::NONE) OS << "|" << VA.S.getString(VT) << "}\""; else OS << "\""; if (VC != StatType::NONE) OS << " color=\"" << CHelper.getColorString( std::sqrt(VA.S.getDouble(VC) / G.GraphVertexMax.getDouble(VC))) << "\""; OS << "];\n"; } OS << "}\n"; } Expected GraphRenderer::Factory::getGraphRenderer() { InstrumentationMap Map; if (!GraphInstrMap.empty()) { auto InstrumentationMapOrError = loadInstrumentationMap(GraphInstrMap); if (!InstrumentationMapOrError) return joinErrors( make_error( Twine("Cannot open instrumentation map '") + GraphInstrMap + "'", std::make_error_code(std::errc::invalid_argument)), InstrumentationMapOrError.takeError()); Map = std::move(*InstrumentationMapOrError); } const auto &FunctionAddresses = Map.getFunctionAddresses(); symbolize::LLVMSymbolizer Symbolizer; const auto &Header = Trace.getFileHeader(); llvm::xray::FuncIdConversionHelper FuncIdHelper(InstrMap, Symbolizer, FunctionAddresses); xray::GraphRenderer GR(FuncIdHelper, DeduceSiblingCalls); for (const auto &Record : Trace) { auto E = GR.accountRecord(Record); if (!E) continue; for (const auto &ThreadStack : GR.getPerThreadFunctionStack()) { errs() << "Thread ID: " << ThreadStack.first << "\n"; auto Level = ThreadStack.second.size(); for (const auto &Entry : llvm::reverse(ThreadStack.second)) errs() << "#" << Level-- << "\t" << FuncIdHelper.SymbolOrNumber(Entry.FuncId) << '\n'; } if (!GraphKeepGoing) return joinErrors(make_error( "Error encountered generating the call graph.", std::make_error_code(std::errc::invalid_argument)), std::move(E)); handleAllErrors(std::move(E), [&](const ErrorInfoBase &E) { E.log(errs()); }); } GR.G.GraphEdgeMax = {}; GR.G.GraphVertexMax = {}; GR.calculateEdgeStatistics(); GR.calculateVertexStatistics(); if (Header.CycleFrequency) GR.normalizeStatistics(Header.CycleFrequency); return GR; } // Here we register and implement the llvm-xray graph subcommand. // The bulk of this code reads in the options, opens the required files, uses // those files to create a context for analysing the xray trace, then there is a // short loop which actually analyses the trace, generates the graph and then // outputs it as a DOT. // // FIXME: include additional filtering and annalysis passes to provide more // specific useful information. static CommandRegistration Unused(&GraphC, []() -> Error { GraphRenderer::Factory F; F.KeepGoing = GraphKeepGoing; F.DeduceSiblingCalls = GraphDeduceSiblingCalls; F.InstrMap = GraphInstrMap; auto TraceOrErr = loadTraceFile(GraphInput, true); if (!TraceOrErr) return make_error( Twine("Failed loading input file '") + GraphInput + "'", make_error_code(llvm::errc::invalid_argument)); F.Trace = std::move(*TraceOrErr); auto GROrError = F.getGraphRenderer(); if (!GROrError) return GROrError.takeError(); auto &GR = *GROrError; std::error_code EC; raw_fd_ostream OS(GraphOutput, EC, sys::fs::OpenFlags::OF_Text); if (EC) return make_error( Twine("Cannot open file '") + GraphOutput + "' for writing.", EC); GR.exportGraphAsDOT(OS, GraphEdgeLabel, GraphEdgeColorType, GraphVertexLabel, GraphVertexColorType); return Error::success(); });