| //===- xray-stacks.cpp: XRay Function Call Stack Accounting ---------------===// | 
 | // | 
 | //                     The LLVM Compiler Infrastructure | 
 | // | 
 | // This file is distributed under the University of Illinois Open Source | 
 | // License. See LICENSE.TXT for details. | 
 | // | 
 | //===----------------------------------------------------------------------===// | 
 | // | 
 | // This file implements stack-based accounting. It takes XRay traces, and | 
 | // collates statistics across these traces to show a breakdown of time spent | 
 | // at various points of the stack to provide insight into which functions | 
 | // spend the most time in terms of a call stack. We provide a few | 
 | // sorting/filtering options for zero'ing in on the useful stacks. | 
 | // | 
 | //===----------------------------------------------------------------------===// | 
 |  | 
 | #include <forward_list> | 
 | #include <numeric> | 
 |  | 
 | #include "func-id-helper.h" | 
 | #include "trie-node.h" | 
 | #include "xray-registry.h" | 
 | #include "llvm/ADT/StringExtras.h" | 
 | #include "llvm/Support/CommandLine.h" | 
 | #include "llvm/Support/Errc.h" | 
 | #include "llvm/Support/ErrorHandling.h" | 
 | #include "llvm/Support/FormatAdapters.h" | 
 | #include "llvm/Support/FormatVariadic.h" | 
 | #include "llvm/XRay/Graph.h" | 
 | #include "llvm/XRay/InstrumentationMap.h" | 
 | #include "llvm/XRay/Trace.h" | 
 |  | 
 | using namespace llvm; | 
 | using namespace llvm::xray; | 
 |  | 
 | static cl::SubCommand Stack("stack", "Call stack accounting"); | 
 | static cl::list<std::string> StackInputs(cl::Positional, | 
 |                                          cl::desc("<xray trace>"), cl::Required, | 
 |                                          cl::sub(Stack), cl::OneOrMore); | 
 |  | 
 | static cl::opt<bool> | 
 |     StackKeepGoing("keep-going", cl::desc("Keep going on errors encountered"), | 
 |                    cl::sub(Stack), cl::init(false)); | 
 | static cl::alias StackKeepGoing2("k", cl::aliasopt(StackKeepGoing), | 
 |                                  cl::desc("Alias for -keep-going"), | 
 |                                  cl::sub(Stack)); | 
 |  | 
 | // TODO: Does there need to be an option to deduce tail or sibling calls? | 
 |  | 
 | static cl::opt<std::string> StacksInstrMap( | 
 |     "instr_map", | 
 |     cl::desc("instrumentation map used to identify function ids. " | 
 |              "Currently supports elf file instrumentation maps."), | 
 |     cl::sub(Stack), cl::init("")); | 
 | static cl::alias StacksInstrMap2("m", cl::aliasopt(StacksInstrMap), | 
 |                                  cl::desc("Alias for -instr_map"), | 
 |                                  cl::sub(Stack)); | 
 |  | 
 | static cl::opt<bool> | 
 |     SeparateThreadStacks("per-thread-stacks", | 
 |                          cl::desc("Report top stacks within each thread id"), | 
 |                          cl::sub(Stack), cl::init(false)); | 
 |  | 
 | static cl::opt<bool> | 
 |     AggregateThreads("aggregate-threads", | 
 |                      cl::desc("Aggregate stack times across threads"), | 
 |                      cl::sub(Stack), cl::init(false)); | 
 |  | 
 | static cl::opt<bool> | 
 |     DumpAllStacks("all-stacks", | 
 |                   cl::desc("Dump sum of timings for all stacks. " | 
 |                            "By default separates stacks per-thread."), | 
 |                   cl::sub(Stack), cl::init(false)); | 
 | static cl::alias DumpAllStacksShort("all", cl::aliasopt(DumpAllStacks), | 
 |                                     cl::desc("Alias for -all-stacks"), | 
 |                                     cl::sub(Stack)); | 
 |  | 
 | // TODO(kpw): Add other interesting formats. Perhaps chrome trace viewer format | 
 | // possibly with aggregations or just a linear trace of timings. | 
 | enum StackOutputFormat { HUMAN, FLAMETOOL }; | 
 |  | 
 | static cl::opt<StackOutputFormat> StacksOutputFormat( | 
 |     "stack-format", | 
 |     cl::desc("The format that output stacks should be " | 
 |              "output in. Only applies with all-stacks."), | 
 |     cl::values( | 
 |         clEnumValN(HUMAN, "human", | 
 |                    "Human readable output. Only valid without -all-stacks."), | 
 |         clEnumValN(FLAMETOOL, "flame", | 
 |                    "Format consumable by Brendan Gregg's FlameGraph tool. " | 
 |                    "Only valid with -all-stacks.")), | 
 |     cl::sub(Stack), cl::init(HUMAN)); | 
 |  | 
 | // Types of values for each stack in a CallTrie. | 
 | enum class AggregationType { | 
 |   TOTAL_TIME,      // The total time spent in a stack and its callees. | 
 |   INVOCATION_COUNT // The number of times the stack was invoked. | 
 | }; | 
 |  | 
 | static cl::opt<AggregationType> RequestedAggregation( | 
 |     "aggregation-type", | 
 |     cl::desc("The type of aggregation to do on call stacks."), | 
 |     cl::values( | 
 |         clEnumValN( | 
 |             AggregationType::TOTAL_TIME, "time", | 
 |             "Capture the total time spent in an all invocations of a stack."), | 
 |         clEnumValN(AggregationType::INVOCATION_COUNT, "count", | 
 |                    "Capture the number of times a stack was invoked. " | 
 |                    "In flamegraph mode, this count also includes invocations " | 
 |                    "of all callees.")), | 
 |     cl::sub(Stack), cl::init(AggregationType::TOTAL_TIME)); | 
 |  | 
 | /// A helper struct to work with formatv and XRayRecords. Makes it easier to | 
 | /// use instrumentation map names or addresses in formatted output. | 
 | struct format_xray_record : public FormatAdapter<XRayRecord> { | 
 |   explicit format_xray_record(XRayRecord record, | 
 |                               const FuncIdConversionHelper &conv) | 
 |       : FormatAdapter<XRayRecord>(std::move(record)), Converter(&conv) {} | 
 |   void format(raw_ostream &Stream, StringRef Style) override { | 
 |     Stream << formatv( | 
 |         "{FuncId: \"{0}\", ThreadId: \"{1}\", RecordType: \"{2}\"}", | 
 |         Converter->SymbolOrNumber(Item.FuncId), Item.TId, | 
 |         DecodeRecordType(Item.RecordType)); | 
 |   } | 
 |  | 
 | private: | 
 |   Twine DecodeRecordType(uint16_t recordType) { | 
 |     switch (recordType) { | 
 |     case 0: | 
 |       return Twine("Fn Entry"); | 
 |     case 1: | 
 |       return Twine("Fn Exit"); | 
 |     default: | 
 |       // TODO: Add Tail exit when it is added to llvm/XRay/XRayRecord.h | 
 |       return Twine("Unknown"); | 
 |     } | 
 |   } | 
 |  | 
 |   const FuncIdConversionHelper *Converter; | 
 | }; | 
 |  | 
 | /// The stack command will take a set of XRay traces as arguments, and collects | 
 | /// information about the stacks of instrumented functions that appear in the | 
 | /// traces. We track the following pieces of information: | 
 | /// | 
 | ///   - Total time: amount of time/cycles accounted for in the traces. | 
 | ///   - Stack count: number of times a specific stack appears in the | 
 | ///     traces. Only instrumented functions show up in stacks. | 
 | ///   - Cumulative stack time: amount of time spent in a stack accumulated | 
 | ///     across the invocations in the traces. | 
 | ///   - Cumulative local time: amount of time spent in each instrumented | 
 | ///     function showing up in a specific stack, accumulated across the traces. | 
 | /// | 
 | /// Example output for the kind of data we'd like to provide looks like the | 
 | /// following: | 
 | /// | 
 | ///   Total time: 3.33234 s | 
 | ///   Stack ID: ... | 
 | ///   Stack Count: 2093 | 
 | ///   #     Function                  Local Time     (%)      Stack Time     (%) | 
 | ///   0     main                         2.34 ms   0.07%      3.33234  s    100% | 
 | ///   1     foo()                     3.30000  s  99.02%         3.33  s  99.92% | 
 | ///   2     bar()                          30 ms   0.90%           30 ms   0.90% | 
 | /// | 
 | /// We can also show distributions of the function call durations with | 
 | /// statistics at each level of the stack. This works by doing the following | 
 | /// algorithm: | 
 | /// | 
 | ///   1. When unwinding, record the duration of each unwound function associated | 
 | ///   with the path up to which the unwinding stops. For example: | 
 | /// | 
 | ///        Step                         Duration (? means has start time) | 
 | /// | 
 | ///        push a <start time>           a = ? | 
 | ///        push b <start time>           a = ?, a->b = ? | 
 | ///        push c <start time>           a = ?, a->b = ?, a->b->c = ? | 
 | ///        pop  c <end time>             a = ?, a->b = ?, emit duration(a->b->c) | 
 | ///        pop  b <end time>             a = ?, emit duration(a->b) | 
 | ///        push c <start time>           a = ?, a->c = ? | 
 | ///        pop  c <end time>             a = ?, emit duration(a->c) | 
 | ///        pop  a <end time>             emit duration(a) | 
 | /// | 
 | ///   2. We then account for the various stacks we've collected, and for each of | 
 | ///      them will have measurements that look like the following (continuing | 
 | ///      with the above simple example): | 
 | /// | 
 | ///        c : [<id("a->b->c"), [durations]>, <id("a->c"), [durations]>] | 
 | ///        b : [<id("a->b"), [durations]>] | 
 | ///        a : [<id("a"), [durations]>] | 
 | /// | 
 | ///      This allows us to compute, for each stack id, and each function that | 
 | ///      shows up in the stack,  some important statistics like: | 
 | /// | 
 | ///        - median | 
 | ///        - 99th percentile | 
 | ///        - mean + stddev | 
 | ///        - count | 
 | /// | 
 | ///   3. For cases where we don't have durations for some of the higher levels | 
 | ///   of the stack (perhaps instrumentation wasn't activated when the stack was | 
 | ///   entered), we can mark them appropriately. | 
 | /// | 
 | ///  Computing this data also allows us to implement lookup by call stack nodes, | 
 | ///  so that we can find functions that show up in multiple stack traces and | 
 | ///  show the statistical properties of that function in various contexts. We | 
 | ///  can compute information similar to the following: | 
 | /// | 
 | ///    Function: 'c' | 
 | ///    Stacks: 2 / 2 | 
 | ///    Stack ID: ... | 
 | ///    Stack Count: ... | 
 | ///    #     Function  ... | 
 | ///    0     a         ... | 
 | ///    1     b         ... | 
 | ///    2     c         ... | 
 | /// | 
 | ///    Stack ID: ... | 
 | ///    Stack Count: ... | 
 | ///    #     Function  ... | 
 | ///    0     a         ... | 
 | ///    1     c         ... | 
 | ///    ----------------... | 
 | /// | 
 | ///    Function: 'b' | 
 | ///    Stacks:  1 / 2 | 
 | ///    Stack ID: ... | 
 | ///    Stack Count: ... | 
 | ///    #     Function  ... | 
 | ///    0     a         ... | 
 | ///    1     b         ... | 
 | ///    2     c         ... | 
 | /// | 
 | /// | 
 | /// To do this we require a Trie data structure that will allow us to represent | 
 | /// all the call stacks of instrumented functions in an easily traversible | 
 | /// manner when we do the aggregations and lookups. For instrumented call | 
 | /// sequences like the following: | 
 | /// | 
 | ///   a() | 
 | ///    b() | 
 | ///     c() | 
 | ///     d() | 
 | ///    c() | 
 | /// | 
 | /// We will have a representation like so: | 
 | /// | 
 | ///   a -> b -> c | 
 | ///   |    | | 
 | ///   |    +--> d | 
 | ///   | | 
 | ///   +--> c | 
 | /// | 
 | /// We maintain a sequence of durations on the leaves and in the internal nodes | 
 | /// as we go through and process every record from the XRay trace. We also | 
 | /// maintain an index of unique functions, and provide a means of iterating | 
 | /// through all the instrumented call stacks which we know about. | 
 |  | 
 | struct StackDuration { | 
 |   llvm::SmallVector<int64_t, 4> TerminalDurations; | 
 |   llvm::SmallVector<int64_t, 4> IntermediateDurations; | 
 | }; | 
 |  | 
 | StackDuration mergeStackDuration(const StackDuration &Left, | 
 |                                  const StackDuration &Right) { | 
 |   StackDuration Data{}; | 
 |   Data.TerminalDurations.reserve(Left.TerminalDurations.size() + | 
 |                                  Right.TerminalDurations.size()); | 
 |   Data.IntermediateDurations.reserve(Left.IntermediateDurations.size() + | 
 |                                      Right.IntermediateDurations.size()); | 
 |   // Aggregate the durations. | 
 |   for (auto duration : Left.TerminalDurations) | 
 |     Data.TerminalDurations.push_back(duration); | 
 |   for (auto duration : Right.TerminalDurations) | 
 |     Data.TerminalDurations.push_back(duration); | 
 |  | 
 |   for (auto duration : Left.IntermediateDurations) | 
 |     Data.IntermediateDurations.push_back(duration); | 
 |   for (auto duration : Right.IntermediateDurations) | 
 |     Data.IntermediateDurations.push_back(duration); | 
 |   return Data; | 
 | } | 
 |  | 
 | using StackTrieNode = TrieNode<StackDuration>; | 
 |  | 
 | template <AggregationType AggType> | 
 | std::size_t GetValueForStack(const StackTrieNode *Node); | 
 |  | 
 | // When computing total time spent in a stack, we're adding the timings from | 
 | // its callees and the timings from when it was a leaf. | 
 | template <> | 
 | std::size_t | 
 | GetValueForStack<AggregationType::TOTAL_TIME>(const StackTrieNode *Node) { | 
 |   auto TopSum = std::accumulate(Node->ExtraData.TerminalDurations.begin(), | 
 |                                 Node->ExtraData.TerminalDurations.end(), 0uLL); | 
 |   return std::accumulate(Node->ExtraData.IntermediateDurations.begin(), | 
 |                          Node->ExtraData.IntermediateDurations.end(), TopSum); | 
 | } | 
 |  | 
 | // Calculates how many times a function was invoked. | 
 | // TODO: Hook up option to produce stacks | 
 | template <> | 
 | std::size_t | 
 | GetValueForStack<AggregationType::INVOCATION_COUNT>(const StackTrieNode *Node) { | 
 |   return Node->ExtraData.TerminalDurations.size() + | 
 |          Node->ExtraData.IntermediateDurations.size(); | 
 | } | 
 |  | 
 | // Make sure there are implementations for each enum value. | 
 | template <AggregationType T> struct DependentFalseType : std::false_type {}; | 
 |  | 
 | template <AggregationType AggType> | 
 | std::size_t GetValueForStack(const StackTrieNode *Node) { | 
 |   static_assert(DependentFalseType<AggType>::value, | 
 |                 "No implementation found for aggregation type provided."); | 
 |   return 0; | 
 | } | 
 |  | 
 | class StackTrie { | 
 |   // Avoid the magic number of 4 propagated through the code with an alias. | 
 |   // We use this SmallVector to track the root nodes in a call graph. | 
 |   using RootVector = SmallVector<StackTrieNode *, 4>; | 
 |  | 
 |   // We maintain pointers to the roots of the tries we see. | 
 |   DenseMap<uint32_t, RootVector> Roots; | 
 |  | 
 |   // We make sure all the nodes are accounted for in this list. | 
 |   std::forward_list<StackTrieNode> NodeStore; | 
 |  | 
 |   // A map of thread ids to pairs call stack trie nodes and their start times. | 
 |   DenseMap<uint32_t, SmallVector<std::pair<StackTrieNode *, uint64_t>, 8>> | 
 |       ThreadStackMap; | 
 |  | 
 |   StackTrieNode *createTrieNode(uint32_t ThreadId, int32_t FuncId, | 
 |                                 StackTrieNode *Parent) { | 
 |     NodeStore.push_front(StackTrieNode{FuncId, Parent, {}, {{}, {}}}); | 
 |     auto I = NodeStore.begin(); | 
 |     auto *Node = &*I; | 
 |     if (!Parent) | 
 |       Roots[ThreadId].push_back(Node); | 
 |     return Node; | 
 |   } | 
 |  | 
 |   StackTrieNode *findRootNode(uint32_t ThreadId, int32_t FuncId) { | 
 |     const auto &RootsByThread = Roots[ThreadId]; | 
 |     auto I = find_if(RootsByThread, | 
 |                      [&](StackTrieNode *N) { return N->FuncId == FuncId; }); | 
 |     return (I == RootsByThread.end()) ? nullptr : *I; | 
 |   } | 
 |  | 
 | public: | 
 |   enum class AccountRecordStatus { | 
 |     OK,              // Successfully processed | 
 |     ENTRY_NOT_FOUND, // An exit record had no matching call stack entry | 
 |     UNKNOWN_RECORD_TYPE | 
 |   }; | 
 |  | 
 |   struct AccountRecordState { | 
 |     // We keep track of whether the call stack is currently unwinding. | 
 |     bool wasLastRecordExit; | 
 |  | 
 |     static AccountRecordState CreateInitialState() { return {false}; } | 
 |   }; | 
 |  | 
 |   AccountRecordStatus accountRecord(const XRayRecord &R, | 
 |                                     AccountRecordState *state) { | 
 |     auto &TS = ThreadStackMap[R.TId]; | 
 |     switch (R.Type) { | 
 |     case RecordTypes::ENTER: | 
 |     case RecordTypes::ENTER_ARG: { | 
 |       state->wasLastRecordExit = false; | 
 |       // When we encounter a new function entry, we want to record the TSC for | 
 |       // that entry, and the function id. Before doing so we check the top of | 
 |       // the stack to see if there are callees that already represent this | 
 |       // function. | 
 |       if (TS.empty()) { | 
 |         auto *Root = findRootNode(R.TId, R.FuncId); | 
 |         TS.emplace_back(Root ? Root : createTrieNode(R.TId, R.FuncId, nullptr), | 
 |                         R.TSC); | 
 |         return AccountRecordStatus::OK; | 
 |       } | 
 |  | 
 |       auto &Top = TS.back(); | 
 |       auto I = find_if(Top.first->Callees, | 
 |                        [&](StackTrieNode *N) { return N->FuncId == R.FuncId; }); | 
 |       if (I == Top.first->Callees.end()) { | 
 |         // We didn't find the callee in the stack trie, so we're going to | 
 |         // add to the stack then set up the pointers properly. | 
 |         auto N = createTrieNode(R.TId, R.FuncId, Top.first); | 
 |         Top.first->Callees.emplace_back(N); | 
 |  | 
 |         // Top may be invalidated after this statement. | 
 |         TS.emplace_back(N, R.TSC); | 
 |       } else { | 
 |         // We found the callee in the stack trie, so we'll use that pointer | 
 |         // instead, add it to the stack associated with the TSC. | 
 |         TS.emplace_back(*I, R.TSC); | 
 |       } | 
 |       return AccountRecordStatus::OK; | 
 |     } | 
 |     case RecordTypes::EXIT: | 
 |     case RecordTypes::TAIL_EXIT: { | 
 |       bool wasLastRecordExit = state->wasLastRecordExit; | 
 |       state->wasLastRecordExit = true; | 
 |       // The exit case is more interesting, since we want to be able to deduce | 
 |       // missing exit records. To do that properly, we need to look up the stack | 
 |       // and see whether the exit record matches any of the entry records. If it | 
 |       // does match, we attempt to record the durations as we pop the stack to | 
 |       // where we see the parent. | 
 |       if (TS.empty()) { | 
 |         // Short circuit, and say we can't find it. | 
 |  | 
 |         return AccountRecordStatus::ENTRY_NOT_FOUND; | 
 |       } | 
 |  | 
 |       auto FunctionEntryMatch = find_if( | 
 |           reverse(TS), [&](const std::pair<StackTrieNode *, uint64_t> &E) { | 
 |             return E.first->FuncId == R.FuncId; | 
 |           }); | 
 |       auto status = AccountRecordStatus::OK; | 
 |       if (FunctionEntryMatch == TS.rend()) { | 
 |         status = AccountRecordStatus::ENTRY_NOT_FOUND; | 
 |       } else { | 
 |         // Account for offset of 1 between reverse and forward iterators. We | 
 |         // want the forward iterator to include the function that is exited. | 
 |         ++FunctionEntryMatch; | 
 |       } | 
 |       auto I = FunctionEntryMatch.base(); | 
 |       for (auto &E : make_range(I, TS.end() - 1)) | 
 |         E.first->ExtraData.IntermediateDurations.push_back( | 
 |             std::max(E.second, R.TSC) - std::min(E.second, R.TSC)); | 
 |       auto &Deepest = TS.back(); | 
 |       if (wasLastRecordExit) | 
 |         Deepest.first->ExtraData.IntermediateDurations.push_back( | 
 |             std::max(Deepest.second, R.TSC) - std::min(Deepest.second, R.TSC)); | 
 |       else | 
 |         Deepest.first->ExtraData.TerminalDurations.push_back( | 
 |             std::max(Deepest.second, R.TSC) - std::min(Deepest.second, R.TSC)); | 
 |       TS.erase(I, TS.end()); | 
 |       return status; | 
 |     } | 
 |     } | 
 |     return AccountRecordStatus::UNKNOWN_RECORD_TYPE; | 
 |   } | 
 |  | 
 |   bool isEmpty() const { return Roots.empty(); } | 
 |  | 
 |   void printStack(raw_ostream &OS, const StackTrieNode *Top, | 
 |                   FuncIdConversionHelper &FN) { | 
 |     // Traverse the pointers up to the parent, noting the sums, then print | 
 |     // in reverse order (callers at top, callees down bottom). | 
 |     SmallVector<const StackTrieNode *, 8> CurrentStack; | 
 |     for (auto *F = Top; F != nullptr; F = F->Parent) | 
 |       CurrentStack.push_back(F); | 
 |     int Level = 0; | 
 |     OS << formatv("{0,-5} {1,-60} {2,+12} {3,+16}\n", "lvl", "function", | 
 |                   "count", "sum"); | 
 |     for (auto *F : | 
 |          reverse(make_range(CurrentStack.begin() + 1, CurrentStack.end()))) { | 
 |       auto Sum = std::accumulate(F->ExtraData.IntermediateDurations.begin(), | 
 |                                  F->ExtraData.IntermediateDurations.end(), 0LL); | 
 |       auto FuncId = FN.SymbolOrNumber(F->FuncId); | 
 |       OS << formatv("#{0,-4} {1,-60} {2,+12} {3,+16}\n", Level++, | 
 |                     FuncId.size() > 60 ? FuncId.substr(0, 57) + "..." : FuncId, | 
 |                     F->ExtraData.IntermediateDurations.size(), Sum); | 
 |     } | 
 |     auto *Leaf = *CurrentStack.begin(); | 
 |     auto LeafSum = | 
 |         std::accumulate(Leaf->ExtraData.TerminalDurations.begin(), | 
 |                         Leaf->ExtraData.TerminalDurations.end(), 0LL); | 
 |     auto LeafFuncId = FN.SymbolOrNumber(Leaf->FuncId); | 
 |     OS << formatv("#{0,-4} {1,-60} {2,+12} {3,+16}\n", Level++, | 
 |                   LeafFuncId.size() > 60 ? LeafFuncId.substr(0, 57) + "..." | 
 |                                          : LeafFuncId, | 
 |                   Leaf->ExtraData.TerminalDurations.size(), LeafSum); | 
 |     OS << "\n"; | 
 |   } | 
 |  | 
 |   /// Prints top stacks for each thread. | 
 |   void printPerThread(raw_ostream &OS, FuncIdConversionHelper &FN) { | 
 |     for (auto iter : Roots) { | 
 |       OS << "Thread " << iter.first << ":\n"; | 
 |       print(OS, FN, iter.second); | 
 |       OS << "\n"; | 
 |     } | 
 |   } | 
 |  | 
 |   /// Prints timing sums for each stack in each threads. | 
 |   template <AggregationType AggType> | 
 |   void printAllPerThread(raw_ostream &OS, FuncIdConversionHelper &FN, | 
 |                          StackOutputFormat format) { | 
 |     for (auto iter : Roots) { | 
 |       uint32_t threadId = iter.first; | 
 |       RootVector &perThreadRoots = iter.second; | 
 |       bool reportThreadId = true; | 
 |       printAll<AggType>(OS, FN, perThreadRoots, threadId, reportThreadId); | 
 |     } | 
 |   } | 
 |  | 
 |   /// Prints top stacks from looking at all the leaves and ignoring thread IDs. | 
 |   /// Stacks that consist of the same function IDs but were called in different | 
 |   /// thread IDs are not considered unique in this printout. | 
 |   void printIgnoringThreads(raw_ostream &OS, FuncIdConversionHelper &FN) { | 
 |     RootVector RootValues; | 
 |  | 
 |     // Function to pull the values out of a map iterator. | 
 |     using RootsType = decltype(Roots.begin())::value_type; | 
 |     auto MapValueFn = [](const RootsType &Value) { return Value.second; }; | 
 |  | 
 |     for (const auto &RootNodeRange : | 
 |          make_range(map_iterator(Roots.begin(), MapValueFn), | 
 |                     map_iterator(Roots.end(), MapValueFn))) { | 
 |       for (auto *RootNode : RootNodeRange) | 
 |         RootValues.push_back(RootNode); | 
 |     } | 
 |  | 
 |     print(OS, FN, RootValues); | 
 |   } | 
 |  | 
 |   /// Creates a merged list of Tries for unique stacks that disregards their | 
 |   /// thread IDs. | 
 |   RootVector mergeAcrossThreads(std::forward_list<StackTrieNode> &NodeStore) { | 
 |     RootVector MergedByThreadRoots; | 
 |     for (auto MapIter : Roots) { | 
 |       const auto &RootNodeVector = MapIter.second; | 
 |       for (auto *Node : RootNodeVector) { | 
 |         auto MaybeFoundIter = | 
 |             find_if(MergedByThreadRoots, [Node](StackTrieNode *elem) { | 
 |               return Node->FuncId == elem->FuncId; | 
 |             }); | 
 |         if (MaybeFoundIter == MergedByThreadRoots.end()) { | 
 |           MergedByThreadRoots.push_back(Node); | 
 |         } else { | 
 |           MergedByThreadRoots.push_back(mergeTrieNodes( | 
 |               **MaybeFoundIter, *Node, nullptr, NodeStore, mergeStackDuration)); | 
 |           MergedByThreadRoots.erase(MaybeFoundIter); | 
 |         } | 
 |       } | 
 |     } | 
 |     return MergedByThreadRoots; | 
 |   } | 
 |  | 
 |   /// Print timing sums for all stacks merged by Thread ID. | 
 |   template <AggregationType AggType> | 
 |   void printAllAggregatingThreads(raw_ostream &OS, FuncIdConversionHelper &FN, | 
 |                                   StackOutputFormat format) { | 
 |     std::forward_list<StackTrieNode> AggregatedNodeStore; | 
 |     RootVector MergedByThreadRoots = mergeAcrossThreads(AggregatedNodeStore); | 
 |     bool reportThreadId = false; | 
 |     printAll<AggType>(OS, FN, MergedByThreadRoots, | 
 |                       /*threadId*/ 0, reportThreadId); | 
 |   } | 
 |  | 
 |   /// Merges the trie by thread id before printing top stacks. | 
 |   void printAggregatingThreads(raw_ostream &OS, FuncIdConversionHelper &FN) { | 
 |     std::forward_list<StackTrieNode> AggregatedNodeStore; | 
 |     RootVector MergedByThreadRoots = mergeAcrossThreads(AggregatedNodeStore); | 
 |     print(OS, FN, MergedByThreadRoots); | 
 |   } | 
 |  | 
 |   // TODO: Add a format option when more than one are supported. | 
 |   template <AggregationType AggType> | 
 |   void printAll(raw_ostream &OS, FuncIdConversionHelper &FN, | 
 |                 RootVector RootValues, uint32_t ThreadId, bool ReportThread) { | 
 |     SmallVector<const StackTrieNode *, 16> S; | 
 |     for (const auto *N : RootValues) { | 
 |       S.clear(); | 
 |       S.push_back(N); | 
 |       while (!S.empty()) { | 
 |         auto *Top = S.pop_back_val(); | 
 |         printSingleStack<AggType>(OS, FN, ReportThread, ThreadId, Top); | 
 |         for (const auto *C : Top->Callees) | 
 |           S.push_back(C); | 
 |       } | 
 |     } | 
 |   } | 
 |  | 
 |   /// Prints values for stacks in a format consumable for the flamegraph.pl | 
 |   /// tool. This is a line based format that lists each level in the stack | 
 |   /// hierarchy in a semicolon delimited form followed by a space and a numeric | 
 |   /// value. If breaking down by thread, the thread ID will be added as the | 
 |   /// root level of the stack. | 
 |   template <AggregationType AggType> | 
 |   void printSingleStack(raw_ostream &OS, FuncIdConversionHelper &Converter, | 
 |                         bool ReportThread, uint32_t ThreadId, | 
 |                         const StackTrieNode *Node) { | 
 |     if (ReportThread) | 
 |       OS << "thread_" << ThreadId << ";"; | 
 |     SmallVector<const StackTrieNode *, 5> lineage{}; | 
 |     lineage.push_back(Node); | 
 |     while (lineage.back()->Parent != nullptr) | 
 |       lineage.push_back(lineage.back()->Parent); | 
 |     while (!lineage.empty()) { | 
 |       OS << Converter.SymbolOrNumber(lineage.back()->FuncId) << ";"; | 
 |       lineage.pop_back(); | 
 |     } | 
 |     OS << " " << GetValueForStack<AggType>(Node) << "\n"; | 
 |   } | 
 |  | 
 |   void print(raw_ostream &OS, FuncIdConversionHelper &FN, | 
 |              RootVector RootValues) { | 
 |     // Go through each of the roots, and traverse the call stack, producing the | 
 |     // aggregates as you go along. Remember these aggregates and stacks, and | 
 |     // show summary statistics about: | 
 |     // | 
 |     //   - Total number of unique stacks | 
 |     //   - Top 10 stacks by count | 
 |     //   - Top 10 stacks by aggregate duration | 
 |     SmallVector<std::pair<const StackTrieNode *, uint64_t>, 11> | 
 |         TopStacksByCount; | 
 |     SmallVector<std::pair<const StackTrieNode *, uint64_t>, 11> TopStacksBySum; | 
 |     auto greater_second = | 
 |         [](const std::pair<const StackTrieNode *, uint64_t> &A, | 
 |            const std::pair<const StackTrieNode *, uint64_t> &B) { | 
 |           return A.second > B.second; | 
 |         }; | 
 |     uint64_t UniqueStacks = 0; | 
 |     for (const auto *N : RootValues) { | 
 |       SmallVector<const StackTrieNode *, 16> S; | 
 |       S.emplace_back(N); | 
 |  | 
 |       while (!S.empty()) { | 
 |         auto *Top = S.pop_back_val(); | 
 |  | 
 |         // We only start printing the stack (by walking up the parent pointers) | 
 |         // when we get to a leaf function. | 
 |         if (!Top->ExtraData.TerminalDurations.empty()) { | 
 |           ++UniqueStacks; | 
 |           auto TopSum = | 
 |               std::accumulate(Top->ExtraData.TerminalDurations.begin(), | 
 |                               Top->ExtraData.TerminalDurations.end(), 0uLL); | 
 |           { | 
 |             auto E = std::make_pair(Top, TopSum); | 
 |             TopStacksBySum.insert(std::lower_bound(TopStacksBySum.begin(), | 
 |                                                    TopStacksBySum.end(), E, | 
 |                                                    greater_second), | 
 |                                   E); | 
 |             if (TopStacksBySum.size() == 11) | 
 |               TopStacksBySum.pop_back(); | 
 |           } | 
 |           { | 
 |             auto E = | 
 |                 std::make_pair(Top, Top->ExtraData.TerminalDurations.size()); | 
 |             TopStacksByCount.insert(std::lower_bound(TopStacksByCount.begin(), | 
 |                                                      TopStacksByCount.end(), E, | 
 |                                                      greater_second), | 
 |                                     E); | 
 |             if (TopStacksByCount.size() == 11) | 
 |               TopStacksByCount.pop_back(); | 
 |           } | 
 |         } | 
 |         for (const auto *C : Top->Callees) | 
 |           S.push_back(C); | 
 |       } | 
 |     } | 
 |  | 
 |     // Now print the statistics in the end. | 
 |     OS << "\n"; | 
 |     OS << "Unique Stacks: " << UniqueStacks << "\n"; | 
 |     OS << "Top 10 Stacks by leaf sum:\n\n"; | 
 |     for (const auto &P : TopStacksBySum) { | 
 |       OS << "Sum: " << P.second << "\n"; | 
 |       printStack(OS, P.first, FN); | 
 |     } | 
 |     OS << "\n"; | 
 |     OS << "Top 10 Stacks by leaf count:\n\n"; | 
 |     for (const auto &P : TopStacksByCount) { | 
 |       OS << "Count: " << P.second << "\n"; | 
 |       printStack(OS, P.first, FN); | 
 |     } | 
 |     OS << "\n"; | 
 |   } | 
 | }; | 
 |  | 
 | std::string CreateErrorMessage(StackTrie::AccountRecordStatus Error, | 
 |                                const XRayRecord &Record, | 
 |                                const FuncIdConversionHelper &Converter) { | 
 |   switch (Error) { | 
 |   case StackTrie::AccountRecordStatus::ENTRY_NOT_FOUND: | 
 |     return formatv("Found record {0} with no matching function entry\n", | 
 |                    format_xray_record(Record, Converter)); | 
 |   default: | 
 |     return formatv("Unknown error type for record {0}\n", | 
 |                    format_xray_record(Record, Converter)); | 
 |   } | 
 | } | 
 |  | 
 | static CommandRegistration Unused(&Stack, []() -> Error { | 
 |   // Load each file provided as a command-line argument. For each one of them | 
 |   // account to a single StackTrie, and just print the whole trie for now. | 
 |   StackTrie ST; | 
 |   InstrumentationMap Map; | 
 |   if (!StacksInstrMap.empty()) { | 
 |     auto InstrumentationMapOrError = loadInstrumentationMap(StacksInstrMap); | 
 |     if (!InstrumentationMapOrError) | 
 |       return joinErrors( | 
 |           make_error<StringError>( | 
 |               Twine("Cannot open instrumentation map: ") + StacksInstrMap, | 
 |               std::make_error_code(std::errc::invalid_argument)), | 
 |           InstrumentationMapOrError.takeError()); | 
 |     Map = std::move(*InstrumentationMapOrError); | 
 |   } | 
 |  | 
 |   if (SeparateThreadStacks && AggregateThreads) | 
 |     return make_error<StringError>( | 
 |         Twine("Can't specify options for per thread reporting and reporting " | 
 |               "that aggregates threads."), | 
 |         std::make_error_code(std::errc::invalid_argument)); | 
 |  | 
 |   if (!DumpAllStacks && StacksOutputFormat != HUMAN) | 
 |     return make_error<StringError>( | 
 |         Twine("Can't specify a non-human format without -all-stacks."), | 
 |         std::make_error_code(std::errc::invalid_argument)); | 
 |  | 
 |   if (DumpAllStacks && StacksOutputFormat == HUMAN) | 
 |     return make_error<StringError>( | 
 |         Twine("You must specify a non-human format when reporting with " | 
 |               "-all-stacks."), | 
 |         std::make_error_code(std::errc::invalid_argument)); | 
 |  | 
 |   symbolize::LLVMSymbolizer::Options Opts( | 
 |       symbolize::FunctionNameKind::LinkageName, true, true, false, ""); | 
 |   symbolize::LLVMSymbolizer Symbolizer(Opts); | 
 |   FuncIdConversionHelper FuncIdHelper(StacksInstrMap, Symbolizer, | 
 |                                       Map.getFunctionAddresses()); | 
 |   // TODO: Someday, support output to files instead of just directly to | 
 |   // standard output. | 
 |   for (const auto &Filename : StackInputs) { | 
 |     auto TraceOrErr = loadTraceFile(Filename); | 
 |     if (!TraceOrErr) { | 
 |       if (!StackKeepGoing) | 
 |         return joinErrors( | 
 |             make_error<StringError>( | 
 |                 Twine("Failed loading input file '") + Filename + "'", | 
 |                 std::make_error_code(std::errc::invalid_argument)), | 
 |             TraceOrErr.takeError()); | 
 |       logAllUnhandledErrors(TraceOrErr.takeError(), errs(), ""); | 
 |       continue; | 
 |     } | 
 |     auto &T = *TraceOrErr; | 
 |     StackTrie::AccountRecordState AccountRecordState = | 
 |         StackTrie::AccountRecordState::CreateInitialState(); | 
 |     for (const auto &Record : T) { | 
 |       auto error = ST.accountRecord(Record, &AccountRecordState); | 
 |       if (error != StackTrie::AccountRecordStatus::OK) { | 
 |         if (!StackKeepGoing) | 
 |           return make_error<StringError>( | 
 |               CreateErrorMessage(error, Record, FuncIdHelper), | 
 |               make_error_code(errc::illegal_byte_sequence)); | 
 |         errs() << CreateErrorMessage(error, Record, FuncIdHelper); | 
 |       } | 
 |     } | 
 |   } | 
 |   if (ST.isEmpty()) { | 
 |     return make_error<StringError>( | 
 |         "No instrumented calls were accounted in the input file.", | 
 |         make_error_code(errc::result_out_of_range)); | 
 |   } | 
 |  | 
 |   // Report the stacks in a long form mode for another tool to analyze. | 
 |   if (DumpAllStacks) { | 
 |     if (AggregateThreads) { | 
 |       switch (RequestedAggregation) { | 
 |       case AggregationType::TOTAL_TIME: | 
 |         ST.printAllAggregatingThreads<AggregationType::TOTAL_TIME>( | 
 |             outs(), FuncIdHelper, StacksOutputFormat); | 
 |         break; | 
 |       case AggregationType::INVOCATION_COUNT: | 
 |         ST.printAllAggregatingThreads<AggregationType::INVOCATION_COUNT>( | 
 |             outs(), FuncIdHelper, StacksOutputFormat); | 
 |         break; | 
 |       } | 
 |     } else { | 
 |       switch (RequestedAggregation) { | 
 |       case AggregationType::TOTAL_TIME: | 
 |         ST.printAllPerThread<AggregationType::TOTAL_TIME>(outs(), FuncIdHelper, | 
 |                                                           StacksOutputFormat); | 
 |         break; | 
 |       case AggregationType::INVOCATION_COUNT: | 
 |         ST.printAllPerThread<AggregationType::INVOCATION_COUNT>( | 
 |             outs(), FuncIdHelper, StacksOutputFormat); | 
 |         break; | 
 |       } | 
 |     } | 
 |     return Error::success(); | 
 |   } | 
 |  | 
 |   // We're only outputting top stacks. | 
 |   if (AggregateThreads) { | 
 |     ST.printAggregatingThreads(outs(), FuncIdHelper); | 
 |   } else if (SeparateThreadStacks) { | 
 |     ST.printPerThread(outs(), FuncIdHelper); | 
 |   } else { | 
 |     ST.printIgnoringThreads(outs(), FuncIdHelper); | 
 |   } | 
 |   return Error::success(); | 
 | }); |