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- //===- xray-account.h - XRay Function Call Accounting ---------------------===//
- //
- // 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 implements basic function call accounting from an XRay trace.
- //
- //===----------------------------------------------------------------------===//
- #include <algorithm>
- #include <cassert>
- #include <numeric>
- #include <system_error>
- #include <utility>
- #include "xray-account.h"
- #include "xray-registry.h"
- #include "llvm/Support/ErrorHandling.h"
- #include "llvm/Support/FormatVariadic.h"
- #include "llvm/XRay/InstrumentationMap.h"
- #include "llvm/XRay/Trace.h"
- using namespace llvm;
- using namespace llvm::xray;
- static cl::SubCommand Account("account", "Function call accounting");
- static cl::opt<std::string> AccountInput(cl::Positional,
- cl::desc("<xray log file>"),
- cl::Required, cl::sub(Account));
- static cl::opt<bool>
- AccountKeepGoing("keep-going", cl::desc("Keep going on errors encountered"),
- cl::sub(Account), cl::init(false));
- static cl::alias AccountKeepGoing2("k", cl::aliasopt(AccountKeepGoing),
- cl::desc("Alias for -keep_going"));
- static cl::opt<bool> AccountRecursiveCallsOnly(
- "recursive-calls-only", cl::desc("Only count the calls that are recursive"),
- cl::sub(Account), cl::init(false));
- static cl::opt<bool> AccountDeduceSiblingCalls(
- "deduce-sibling-calls",
- cl::desc("Deduce sibling calls when unrolling function call stacks"),
- cl::sub(Account), cl::init(false));
- static cl::alias
- AccountDeduceSiblingCalls2("d", cl::aliasopt(AccountDeduceSiblingCalls),
- cl::desc("Alias for -deduce_sibling_calls"));
- static cl::opt<std::string>
- AccountOutput("output", cl::value_desc("output file"), cl::init("-"),
- cl::desc("output file; use '-' for stdout"),
- cl::sub(Account));
- static cl::alias AccountOutput2("o", cl::aliasopt(AccountOutput),
- cl::desc("Alias for -output"));
- enum class AccountOutputFormats { TEXT, CSV };
- static cl::opt<AccountOutputFormats>
- AccountOutputFormat("format", cl::desc("output format"),
- cl::values(clEnumValN(AccountOutputFormats::TEXT,
- "text", "report stats in text"),
- clEnumValN(AccountOutputFormats::CSV, "csv",
- "report stats in csv")),
- cl::sub(Account));
- static cl::alias AccountOutputFormat2("f", cl::desc("Alias of -format"),
- cl::aliasopt(AccountOutputFormat));
- enum class SortField {
- FUNCID,
- COUNT,
- MIN,
- MED,
- PCT90,
- PCT99,
- MAX,
- SUM,
- FUNC,
- };
- static cl::opt<SortField> AccountSortOutput(
- "sort", cl::desc("sort output by this field"), cl::value_desc("field"),
- cl::sub(Account), cl::init(SortField::FUNCID),
- cl::values(clEnumValN(SortField::FUNCID, "funcid", "function id"),
- clEnumValN(SortField::COUNT, "count", "funciton call counts"),
- clEnumValN(SortField::MIN, "min", "minimum function durations"),
- clEnumValN(SortField::MED, "med", "median function durations"),
- clEnumValN(SortField::PCT90, "90p", "90th percentile durations"),
- clEnumValN(SortField::PCT99, "99p", "99th percentile durations"),
- clEnumValN(SortField::MAX, "max", "maximum function durations"),
- clEnumValN(SortField::SUM, "sum", "sum of call durations"),
- clEnumValN(SortField::FUNC, "func", "function names")));
- static cl::alias AccountSortOutput2("s", cl::aliasopt(AccountSortOutput),
- cl::desc("Alias for -sort"));
- enum class SortDirection {
- ASCENDING,
- DESCENDING,
- };
- static cl::opt<SortDirection> AccountSortOrder(
- "sortorder", cl::desc("sort ordering"), cl::init(SortDirection::ASCENDING),
- cl::values(clEnumValN(SortDirection::ASCENDING, "asc", "ascending"),
- clEnumValN(SortDirection::DESCENDING, "dsc", "descending")),
- cl::sub(Account));
- static cl::alias AccountSortOrder2("r", cl::aliasopt(AccountSortOrder),
- cl::desc("Alias for -sortorder"));
- static cl::opt<int> AccountTop("top", cl::desc("only show the top N results"),
- cl::value_desc("N"), cl::sub(Account),
- cl::init(-1));
- static cl::alias AccountTop2("p", cl::desc("Alias for -top"),
- cl::aliasopt(AccountTop));
- static cl::opt<std::string>
- AccountInstrMap("instr_map",
- cl::desc("binary with the instrumentation map, or "
- "a separate instrumentation map"),
- cl::value_desc("binary with xray_instr_map"),
- cl::sub(Account), cl::init(""));
- static cl::alias AccountInstrMap2("m", cl::aliasopt(AccountInstrMap),
- cl::desc("Alias for -instr_map"));
- namespace {
- template <class T, class U> void setMinMax(std::pair<T, T> &MM, U &&V) {
- if (MM.first == 0 || MM.second == 0)
- MM = std::make_pair(std::forward<U>(V), std::forward<U>(V));
- else
- MM = std::make_pair(std::min(MM.first, V), std::max(MM.second, V));
- }
- template <class T> T diff(T L, T R) { return std::max(L, R) - std::min(L, R); }
- } // namespace
- using RecursionStatus = LatencyAccountant::FunctionStack::RecursionStatus;
- RecursionStatus &RecursionStatus::operator++() {
- auto Depth = Bitfield::get<RecursionStatus::Depth>(Storage);
- assert(Depth >= 0 && Depth < std::numeric_limits<decltype(Depth)>::max());
- ++Depth;
- Bitfield::set<RecursionStatus::Depth>(Storage, Depth); // ++Storage
- // Did this function just (maybe indirectly) call itself the first time?
- if (!isRecursive() && Depth == 2) // Storage == 2 / Storage s> 1
- Bitfield::set<RecursionStatus::IsRecursive>(Storage,
- true); // Storage |= INT_MIN
- return *this;
- }
- RecursionStatus &RecursionStatus::operator--() {
- auto Depth = Bitfield::get<RecursionStatus::Depth>(Storage);
- assert(Depth > 0);
- --Depth;
- Bitfield::set<RecursionStatus::Depth>(Storage, Depth); // --Storage
- // Did we leave a function that previouly (maybe indirectly) called itself?
- if (isRecursive() && Depth == 0) // Storage == INT_MIN
- Bitfield::set<RecursionStatus::IsRecursive>(Storage, false); // Storage = 0
- return *this;
- }
- bool RecursionStatus::isRecursive() const {
- return Bitfield::get<RecursionStatus::IsRecursive>(Storage); // Storage s< 0
- }
- bool LatencyAccountant::accountRecord(const XRayRecord &Record) {
- setMinMax(PerThreadMinMaxTSC[Record.TId], Record.TSC);
- setMinMax(PerCPUMinMaxTSC[Record.CPU], Record.TSC);
- if (CurrentMaxTSC == 0)
- CurrentMaxTSC = Record.TSC;
- if (Record.TSC < CurrentMaxTSC)
- return false;
- auto &ThreadStack = PerThreadFunctionStack[Record.TId];
- if (RecursiveCallsOnly && !ThreadStack.RecursionDepth)
- ThreadStack.RecursionDepth.emplace();
- switch (Record.Type) {
- case RecordTypes::CUSTOM_EVENT:
- case RecordTypes::TYPED_EVENT:
- // TODO: Support custom and typed event accounting in the future.
- return true;
- case RecordTypes::ENTER:
- case RecordTypes::ENTER_ARG: {
- ThreadStack.Stack.emplace_back(Record.FuncId, Record.TSC);
- if (ThreadStack.RecursionDepth)
- ++(*ThreadStack.RecursionDepth)[Record.FuncId];
- break;
- }
- case RecordTypes::EXIT:
- case RecordTypes::TAIL_EXIT: {
- if (ThreadStack.Stack.empty())
- return false;
- if (ThreadStack.Stack.back().first == Record.FuncId) {
- const auto &Top = ThreadStack.Stack.back();
- if (!ThreadStack.RecursionDepth ||
- (*ThreadStack.RecursionDepth)[Top.first].isRecursive())
- recordLatency(Top.first, diff(Top.second, Record.TSC));
- if (ThreadStack.RecursionDepth)
- --(*ThreadStack.RecursionDepth)[Top.first];
- ThreadStack.Stack.pop_back();
- break;
- }
- if (!DeduceSiblingCalls)
- return false;
- // Look for the parent up the stack.
- auto Parent =
- std::find_if(ThreadStack.Stack.rbegin(), ThreadStack.Stack.rend(),
- [&](const std::pair<const int32_t, uint64_t> &E) {
- return E.first == Record.FuncId;
- });
- if (Parent == ThreadStack.Stack.rend())
- return false;
- // Account time for this apparently sibling call exit up the stack.
- // Considering the following case:
- //
- // f()
- // g()
- // h()
- //
- // We might only ever see the following entries:
- //
- // -> f()
- // -> g()
- // -> h()
- // <- h()
- // <- f()
- //
- // Now we don't see the exit to g() because some older version of the XRay
- // runtime wasn't instrumenting tail exits. If we don't deduce tail calls,
- // we may potentially never account time for g() -- and this code would have
- // already bailed out, because `<- f()` doesn't match the current "top" of
- // stack where we're waiting for the exit to `g()` instead. This is not
- // ideal and brittle -- so instead we provide a potentially inaccurate
- // accounting of g() instead, computing it from the exit of f().
- //
- // While it might be better that we account the time between `-> g()` and
- // `-> h()` as the proper accounting of time for g() here, this introduces
- // complexity to do correctly (need to backtrack, etc.).
- //
- // FIXME: Potentially implement the more complex deduction algorithm?
- auto R = make_range(std::next(Parent).base(), ThreadStack.Stack.end());
- for (auto &E : R) {
- if (!ThreadStack.RecursionDepth ||
- (*ThreadStack.RecursionDepth)[E.first].isRecursive())
- recordLatency(E.first, diff(E.second, Record.TSC));
- }
- for (auto &Top : reverse(R)) {
- if (ThreadStack.RecursionDepth)
- --(*ThreadStack.RecursionDepth)[Top.first];
- ThreadStack.Stack.pop_back();
- }
- break;
- }
- }
- return true;
- }
- namespace {
- // We consolidate the data into a struct which we can output in various forms.
- struct ResultRow {
- uint64_t Count;
- double Min;
- double Median;
- double Pct90;
- double Pct99;
- double Max;
- double Sum;
- std::string DebugInfo;
- std::string Function;
- };
- ResultRow getStats(MutableArrayRef<uint64_t> Timings) {
- assert(!Timings.empty());
- ResultRow R;
- R.Sum = std::accumulate(Timings.begin(), Timings.end(), 0.0);
- auto MinMax = std::minmax_element(Timings.begin(), Timings.end());
- R.Min = *MinMax.first;
- R.Max = *MinMax.second;
- R.Count = Timings.size();
- auto MedianOff = Timings.size() / 2;
- std::nth_element(Timings.begin(), Timings.begin() + MedianOff, Timings.end());
- R.Median = Timings[MedianOff];
- size_t Pct90Off = std::floor(Timings.size() * 0.9);
- std::nth_element(Timings.begin(), Timings.begin() + (uint64_t)Pct90Off,
- Timings.end());
- R.Pct90 = Timings[Pct90Off];
- size_t Pct99Off = std::floor(Timings.size() * 0.99);
- std::nth_element(Timings.begin(), Timings.begin() + (uint64_t)Pct99Off,
- Timings.end());
- R.Pct99 = Timings[Pct99Off];
- return R;
- }
- } // namespace
- using TupleType = std::tuple<int32_t, uint64_t, ResultRow>;
- template <typename F>
- static void sortByKey(std::vector<TupleType> &Results, F Fn) {
- bool ASC = AccountSortOrder == SortDirection::ASCENDING;
- llvm::sort(Results, [=](const TupleType &L, const TupleType &R) {
- return ASC ? Fn(L) < Fn(R) : Fn(L) > Fn(R);
- });
- }
- template <class F>
- void LatencyAccountant::exportStats(const XRayFileHeader &Header, F Fn) const {
- std::vector<TupleType> Results;
- Results.reserve(FunctionLatencies.size());
- for (auto FT : FunctionLatencies) {
- const auto &FuncId = FT.first;
- auto &Timings = FT.second;
- Results.emplace_back(FuncId, Timings.size(), getStats(Timings));
- auto &Row = std::get<2>(Results.back());
- if (Header.CycleFrequency) {
- double CycleFrequency = Header.CycleFrequency;
- Row.Min /= CycleFrequency;
- Row.Median /= CycleFrequency;
- Row.Pct90 /= CycleFrequency;
- Row.Pct99 /= CycleFrequency;
- Row.Max /= CycleFrequency;
- Row.Sum /= CycleFrequency;
- }
- Row.Function = FuncIdHelper.SymbolOrNumber(FuncId);
- Row.DebugInfo = FuncIdHelper.FileLineAndColumn(FuncId);
- }
- // Sort the data according to user-provided flags.
- switch (AccountSortOutput) {
- case SortField::FUNCID:
- sortByKey(Results, [](const TupleType &X) { return std::get<0>(X); });
- break;
- case SortField::COUNT:
- sortByKey(Results, [](const TupleType &X) { return std::get<1>(X); });
- break;
- case SortField::MIN:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Min; });
- break;
- case SortField::MED:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Median; });
- break;
- case SortField::PCT90:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Pct90; });
- break;
- case SortField::PCT99:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Pct99; });
- break;
- case SortField::MAX:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Max; });
- break;
- case SortField::SUM:
- sortByKey(Results, [](const TupleType &X) { return std::get<2>(X).Sum; });
- break;
- case SortField::FUNC:
- llvm_unreachable("Not implemented");
- }
- if (AccountTop > 0) {
- auto MaxTop =
- std::min(AccountTop.getValue(), static_cast<int>(Results.size()));
- Results.erase(Results.begin() + MaxTop, Results.end());
- }
- for (const auto &R : Results)
- Fn(std::get<0>(R), std::get<1>(R), std::get<2>(R));
- }
- void LatencyAccountant::exportStatsAsText(raw_ostream &OS,
- const XRayFileHeader &Header) const {
- OS << "Functions with latencies: " << FunctionLatencies.size() << "\n";
- // We spend some effort to make the text output more readable, so we do the
- // following formatting decisions for each of the fields:
- //
- // - funcid: 32-bit, but we can determine the largest number and be
- // between
- // a minimum of 5 characters, up to 9 characters, right aligned.
- // - count: 64-bit, but we can determine the largest number and be
- // between
- // a minimum of 5 characters, up to 9 characters, right aligned.
- // - min, median, 90pct, 99pct, max: double precision, but we want to keep
- // the values in seconds, with microsecond precision (0.000'001), so we
- // have at most 6 significant digits, with the whole number part to be
- // at
- // least 1 character. For readability we'll right-align, with full 9
- // characters each.
- // - debug info, function name: we format this as a concatenation of the
- // debug info and the function name.
- //
- static constexpr char StatsHeaderFormat[] =
- "{0,+9} {1,+10} [{2,+9}, {3,+9}, {4,+9}, {5,+9}, {6,+9}] {7,+9}";
- static constexpr char StatsFormat[] =
- R"({0,+9} {1,+10} [{2,+9:f6}, {3,+9:f6}, {4,+9:f6}, {5,+9:f6}, {6,+9:f6}] {7,+9:f6})";
- OS << llvm::formatv(StatsHeaderFormat, "funcid", "count", "min", "med", "90p",
- "99p", "max", "sum")
- << llvm::formatv(" {0,-12}\n", "function");
- exportStats(Header, [&](int32_t FuncId, size_t Count, const ResultRow &Row) {
- OS << llvm::formatv(StatsFormat, FuncId, Count, Row.Min, Row.Median,
- Row.Pct90, Row.Pct99, Row.Max, Row.Sum)
- << " " << Row.DebugInfo << ": " << Row.Function << "\n";
- });
- }
- void LatencyAccountant::exportStatsAsCSV(raw_ostream &OS,
- const XRayFileHeader &Header) const {
- OS << "funcid,count,min,median,90%ile,99%ile,max,sum,debug,function\n";
- exportStats(Header, [&](int32_t FuncId, size_t Count, const ResultRow &Row) {
- OS << FuncId << ',' << Count << ',' << Row.Min << ',' << Row.Median << ','
- << Row.Pct90 << ',' << Row.Pct99 << ',' << Row.Max << "," << Row.Sum
- << ",\"" << Row.DebugInfo << "\",\"" << Row.Function << "\"\n";
- });
- }
- using namespace llvm::xray;
- namespace llvm {
- template <> struct format_provider<llvm::xray::RecordTypes> {
- static void format(const llvm::xray::RecordTypes &T, raw_ostream &Stream,
- StringRef Style) {
- switch (T) {
- case RecordTypes::ENTER:
- Stream << "enter";
- break;
- case RecordTypes::ENTER_ARG:
- Stream << "enter-arg";
- break;
- case RecordTypes::EXIT:
- Stream << "exit";
- break;
- case RecordTypes::TAIL_EXIT:
- Stream << "tail-exit";
- break;
- case RecordTypes::CUSTOM_EVENT:
- Stream << "custom-event";
- break;
- case RecordTypes::TYPED_EVENT:
- Stream << "typed-event";
- break;
- }
- }
- };
- } // namespace llvm
- static CommandRegistration Unused(&Account, []() -> Error {
- InstrumentationMap Map;
- if (!AccountInstrMap.empty()) {
- auto InstrumentationMapOrError = loadInstrumentationMap(AccountInstrMap);
- if (!InstrumentationMapOrError)
- return joinErrors(make_error<StringError>(
- Twine("Cannot open instrumentation map '") +
- AccountInstrMap + "'",
- std::make_error_code(std::errc::invalid_argument)),
- InstrumentationMapOrError.takeError());
- Map = std::move(*InstrumentationMapOrError);
- }
- std::error_code EC;
- raw_fd_ostream OS(AccountOutput, EC, sys::fs::OpenFlags::OF_TextWithCRLF);
- if (EC)
- return make_error<StringError>(
- Twine("Cannot open file '") + AccountOutput + "' for writing.", EC);
- const auto &FunctionAddresses = Map.getFunctionAddresses();
- symbolize::LLVMSymbolizer Symbolizer;
- llvm::xray::FuncIdConversionHelper FuncIdHelper(AccountInstrMap, Symbolizer,
- FunctionAddresses);
- xray::LatencyAccountant FCA(FuncIdHelper, AccountRecursiveCallsOnly,
- AccountDeduceSiblingCalls);
- auto TraceOrErr = loadTraceFile(AccountInput);
- if (!TraceOrErr)
- return joinErrors(
- make_error<StringError>(
- Twine("Failed loading input file '") + AccountInput + "'",
- std::make_error_code(std::errc::executable_format_error)),
- TraceOrErr.takeError());
- auto &T = *TraceOrErr;
- for (const auto &Record : T) {
- if (FCA.accountRecord(Record))
- continue;
- errs()
- << "Error processing record: "
- << llvm::formatv(
- R"({{type: {0}; cpu: {1}; record-type: {2}; function-id: {3}; tsc: {4}; thread-id: {5}; process-id: {6}}})",
- Record.RecordType, Record.CPU, Record.Type, Record.FuncId,
- Record.TSC, Record.TId, Record.PId)
- << '\n';
- for (const auto &ThreadStack : FCA.getPerThreadFunctionStack()) {
- errs() << "Thread ID: " << ThreadStack.first << "\n";
- if (ThreadStack.second.Stack.empty()) {
- errs() << " (empty stack)\n";
- continue;
- }
- auto Level = ThreadStack.second.Stack.size();
- for (const auto &Entry : llvm::reverse(ThreadStack.second.Stack))
- errs() << " #" << Level-- << "\t"
- << FuncIdHelper.SymbolOrNumber(Entry.first) << '\n';
- }
- if (!AccountKeepGoing)
- return make_error<StringError>(
- Twine("Failed accounting function calls in file '") + AccountInput +
- "'.",
- std::make_error_code(std::errc::executable_format_error));
- }
- switch (AccountOutputFormat) {
- case AccountOutputFormats::TEXT:
- FCA.exportStatsAsText(OS, T.getFileHeader());
- break;
- case AccountOutputFormats::CSV:
- FCA.exportStatsAsCSV(OS, T.getFileHeader());
- break;
- }
- return Error::success();
- });
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