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- //===-- 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<std::string> GraphInput(cl::Positional,
- cl::desc("<xray log file>"),
- cl::Required, cl::sub(GraphC));
- static cl::opt<bool>
- 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<std::string>
- 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<std::string>
- 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<bool> 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<GraphRenderer::StatType>
- 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<GraphRenderer::StatType> 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<GraphRenderer::StatType> 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<GraphRenderer::StatType> 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 <class T> 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<StringError>("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<StringError>("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<StringError>(
- "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 <typename U>
- 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<uint64_t> TempTimings;
- for (auto &V : G.vertices()) {
- if (V.first != 0) {
- for (auto &E : G.inEdges(V.first)) {
- auto &A = E.second;
- llvm::append_range(TempTimings, A.Timings);
- }
- 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<int>(T) -
- static_cast<int>(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<double>(Count);
- break;
- default:
- retval =
- (*this).*DoubleStatPtrs[static_cast<int>(T) -
- static_cast<int>(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> GraphRenderer::Factory::getGraphRenderer() {
- InstrumentationMap Map;
- if (!GraphInstrMap.empty()) {
- auto InstrumentationMapOrError = loadInstrumentationMap(GraphInstrMap);
- if (!InstrumentationMapOrError)
- return joinErrors(
- make_error<StringError>(
- 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<StringError>(
- "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<StringError>(
- 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<StringError>(
- Twine("Cannot open file '") + GraphOutput + "' for writing.", EC);
- GR.exportGraphAsDOT(OS, GraphEdgeLabel, GraphEdgeColorType, GraphVertexLabel,
- GraphVertexColorType);
- return Error::success();
- });
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