Files
rocm-systems/source/lib/omnitrace/library/components/backtrace_metrics.cpp
T
Jonathan R. Madsen 9618ddefba Causal profiling (#229)
* Addition of basic structure

* Reworked categories

* More causal integration additions

* Causal implementation

* Update examples

* delete virtual_speedup files

* Update perfetto submodule to v31.0

* Update dyninst submodule

* Update timemory submodule

* ElfUtils build for libdw

* OMNITRACE_LIKELY and OMNITRACE_UNLIKELY

* Update common lib join

* Examples updates for causal profiling

* config updates with causal options

- OMNITRACE_CAUSAL_FIXED_LINE
- OMNITRACE_CAUSAL_FIXED_SPEEDUP
- OMNITRACE_CAUSAL_FILE
- OMNITRACE_CAUSAL_BINARY_SCOPE
- OMNITRACE_CAUSAL_SOURCE_SCOPE
- version info in banner
- support increments in parse_numeric_range
- fix occasional deadlock in first call to get_config

* PTL general task group

* Always include PID in debug/verbose messages

* Add blocking/unblocking gotchas to runtime init bundle

* CausalState

* thread_data updates

- generic component_bundle_cache

* Improve handling of causal in category_region

* components updates

- backtrace_causal component
- backtrace::get_data member func
- decrease ignore_depth in backtrace::sample(int)
- handle "omnitrace_main" in backtrace::filter_and_patch(...)
- tweak internal thread state scope for pthread_mutex_gotcha wrappers

* simplify tracing get_instrumentation_bundles usage

* sampling updates

- include backtrace_causal component
- disable backtrace_metrics if using causal and not using perfetto
- disable backtrace and backtrace_timestamp when using causal
- post_process_causal

* causal updates

- more checks in blocking_gotcha and unblocking_gotcha start/stop
- miscellaneous overhaul of data
- experiment update

* Remove virtual speedup

* libomnitrace code_object

* causal-profiling test

* libomnitrace library.cpp updates

- handle causal profiling
- fini_bundle

* Disable causal profiling by default

* Updated causal code and example

- example: three execution variants: cpu + rng, cpu, rng
- example: three instrumentation variants: none, omni, coz
- fix blocking gotcha credit
- rework perform_experiment_impl
- get_eligible_address_ranges
- compute_eligible_lines
- support fixed lines/speedups/functions
- update selected_entry to support function mode
- fix causal::delay
- experiment updates

* omnitrace_progress / omnitrace_user_progress

- with accompanying omnitrace_annotated_progress / omnitrace_user_annotated_progress

* Update timemory submodule

* CausalMode

- mode indicated whether causal predictions source be at line-level or function-level

* code_object, config, runtime, sampling, thread_data

- code_object: address_range
- code_object: basic::line_info serialize(), name(), hash()
- config updates
- two signals for causal sampling
- thread_data init fixes

* pthread updates

- pthread_create_gotcha processes delays
- pthread_mutex_gotcha does not wrap pthread_join in causal mode

* backtrace_causal update

- dynamic delay period stats

* main wrapper uses basename of argv[0]

* update elfio submodule

* perf support (currently unused)

* Fix experiment JSON serialization

- static_vector.hpp (unused)

* causal executable + config options updates

- omnitrace-causal exe simplifies running multiple causal configs
- changed the causal config option names

* Support both throughput and latency points

* process-causal-json.py script

- will be used later for testing

* stable_vector

* Rework thread_data

* Improve omnitrace-causal exe

- better verbosity handling
- correct diagnosis of status for child process
- execvpe when only one iteration (debugging)

* Update timemory submodule

* exe --version

- omnitrace, omnitrace-avail, and omnitrace-sample all support --version on command-line

* OMNITRACE_INTERNAL_API + OMNITRACE_{LIKELY,UNLIKELY}

* omnitrace-causal cmake format

* omnitrace config update

- OMNITRACE_CAUSAL_FILE_CLOBBER

* custom exception

- wraps STL exception and gets stacktrace during construction

* exit_gotcha supports _Exit

* use global construct_on_init + max threads

- add some safety when exceeding max # of threads

* update code_object binary filter

- exclude dyninst and tbbmalloc library

* containers: c_array, static_vector, stable_vector

- moved utility::c_array to container::c_array
- created static_vector: std::vector bound to std::array
- created stable_vector: vector with stable references

* grow thread_data when new thread created

* causal updates

- data: improve compute_eligible_lines to ignore lambdas
- data: use new thread_data
- delay: use new thread_data
- experiment: properly support latency points
- experiment: support file clobber
- experiment: ensure non-zero experiment time
- progress_point: use new thread_data
- backtrace_causal: use new thread_data

* Update causal-profiling tests

* fix omnitrace-causal backslash escaping

* process-causal-json script

* restructure causal implementation

- update verbose messages for omnitrace-causal diagnose_status
- migrated causal implementation in sampling.cpp to causal/sampling.cpp
- OMNITRACE_USE_CAUSAL does not require OMNITRACE_USE_SAMPLING
- added Mode::Causal
- causal sampling uses same signals as regular sampling
- moved tracing::thread_init to implementation file
- combined tracing::thread_init and tracing::thread_init_sampling
- added causal/components folder
- pthread_create_gotcha::wrapper_config
- omnitrace_preload checks OMNITRACE_USE_CAUSAL
  - updates mode accordingly

* update timemory submodule

* update timemory submodule

* causal example updates

- causal for lulesh

* perf code + utility - helpers

- relocated causal perf code
- placement new when generating unique ptr trait for potentially allocating during sampling
- additions to utility header
- removed previously added helpers.hpp

* update timemory submodule

* Default env variables for omnitrace-causal

- activate OMNITRACE_USE_KOKKOSP, etc.

* update stable_vector and static_vector

- static vector can use atomic for size tracking for thread-safe situations

* update causal example header

- CAUSAL_PROGRESS_NAMED
- use CAUSAL_ prefix for some macros

* Tweak lulesh example

- use CAUSAL_PROGRESS instead of CAUSAL_BEGIN and CAUSAL_END

* omnitrace-sample support for causal mode

- set OMNITRACE_USE_SAMPLING to off when OMNITRACE_MODE=causal

* refactor and cleanup code_object

- scope filter
- fixes to address_range

* overhaul causal data + causal config options

- full support for function and line mode
- support static vector of instruction pointers
- improve line info mapping resolution
- remove thread-locality from miscellanous functions where unnecessary
- causal options for {binary,source,function,fileline} exclusion

* causal experiment, sampling, and backtrace updates

- is_selected + unwind address array
- experiment warning about progress points
- increased buffer size for backtrace_casual sampler
- backtrace_causal only stores IP addresses instead of full unwind info

* category_region updates

- minor refactor
- local_category_region::mark

* Update causal tests

* Bump version to 1.8.0

* omnitrace-causal args + CLOBBER -> RESET

- renamed OMNITRACE_CAUSAL_FILE_CLOBBER to OMNITRACE_CAUSAL_FILE_RESET
- updated omnitrace-causal exe to support recently added configuration options
- other miscellaneous tweaks to data.cpp, experiment.cpp, and sampling.cpp

* Refactor causal and code_object

- code_object.hpp and code_object.cpp moved into binary folder
- causal components namespaced into omnitrace::causal::component
- moved sample_data out of backtrace_causal and into own file
- renamed backtrace_causal to causal::component::backtrace

* preload omnitrace_init + OMNITRACE_DEBUG_MARK

- env OMNITRACE_DEBUG_MARK
- fix omnitrace_init call when LD_PRELOAD-ing omnitrace

* Fix fileline support + line-info output names + experiment log

- line-info log files are prefixed with experiment name
- don't print experiment duration when E2E
- account for fileline scope in analysis

* KokkosP: OMNITRACE_KOKKOSP_NAME_LENGTH_MAX

- config option to limit the name of kokkos tool callbacks
- remove [kokkos] from KokkosP names

* Update causal example

- minor tweaks to decrease probability of overlapping regions in binary

* omnitrace-causal update

- prefix N / Ntot in environment printout

* Miscellaneous updates

- causal::finish_experimenting()
- OMNITRACE_CAUSAL_RANDOM_SEED
- KokkosP causal updates
  - exclude some callbacks, make some callbacks unique, etc.
- address_range::operator+=(address_range)
- combine contiguous ranges in binary/analysis.cpp when file, func, line is same and address range is contiguous
- bfd_line_info reads inline info
- wait for perform_experiment_impl to complete
- causal::delay updates
  - delay::process checks if experiment is active
  - uses threading::get_id()
- experiment scales duration up for larger speedup experiments
- line info samples includes excluded lines
- sampler uses CLOCK_REALTIME
- blocking_gotcha updates
  - is no longer fully static
  - adds audit routine which sets the postblock value to zero if try/timed routine fails
- category::host was added to causal_throughput_categories_t
- pthread_create_gotcha sets new threads local parent delay
  - was using internal value, now uses sequent value

* Causal improvements to KokkosP

* Updates to experiment time scaling

- use stats instead of just max

* binary/link_map.{hpp,cpp}

* update process-causal-json.py

* Folded fileline scope into source scope

* Update documentation

- Add documentation for causal profiling
- Replace 'Omnitrace' with 'OmniTrace' everywhere

* Update causal-helpers.cmake + omnitrace-testing.cmake

- split tests/CMakeLists.txt partially into omnitrace-testing.cmake

* omnitrace/causal.h

- OMNITRACE_CAUSAL_PROGRESS
- OMNITRACE_CAUSAL_PROGRESS_NAMED
- OMNITRACE_CAUSAL_BEGIN
- OMNITRACE_CAUSAL_END

* selected_entry + remove default filters for lambdas and operator()

- selected entry stores range and binary load address

* update process-causal-json.py

* format examples/lulesh/CMakeLists.txt

* causal-helpers find_package(Threads)

* OMNITRACE_KOKKOSP_KERNEL_LOGGER

- was OMNITRACE_KOKKOS_KERNEL_LOGGER

* quiet find of coz-profiler

* Fix rocm_smi exception handling

* Update timemory submodule (binutils)

- fix binutls compile error on some systems
- bump binutils to v2.40

* Fix miscellaneous tests

* OMNITRACE_KOKKOSP_PREFIX

* revert rocm_smi handling

* ElfUtils updates

- default to download version 0.188
- add -Wno-error=null-dereference due to GCC 12 compiler error

* Update causal example

* Remove OMNITRACE_VERBOSE from global workflow envs

* Reliable causal test

* disable compilation of causal perf files

* Remove set_current_selection with unwind stack

* update timemory submodule

* fix for segfault on bionic

- locking in TLS dtor was causing segfault

* remove experiment::is_selected(unwind_stack_t)

* update default init of selected_entry

* Fix for when IP is not offset by load address

* Update CMakeLists.txt

* Miscellaneous updates

- OMNITRACE_WARNING_OR_CI_THROW
- OMNITRACE_REQUIRE
- OMNITRACE_PREFER
- fixed issues with no ASLR
-  added load address variable and ipaddr() func to basic/bfd line info
- removed get_basic() from dwarf_line_info
- TIMEMORY_PREFER -> OMNITRACE_PREFER
- removed previously added binary_address and range variables from selected_entry

* Removed superfluous CausalState

* Additional causal tests (lulesh + kokkos)

* filter, prefer, analysis ASLR handling

- removed default filter on cold functions
- fixed OMNITRACE_PREFER
- fixed analysis ASLR handling

* Tweak line-info output

* Removed some superfluous code

- causal/delay
- causal/selected_entry

* Exclude main.cold in function mode

* Update validate-perfetto-proto.py

- account for occasional http errors

* Add sampling test disabling tmp files

* argparser for process-causal-json

- support validation
- support filtering

* Avoid pthread_{lock,unlock} in sampling offload

- use homemade atomic_mutex/atomic_lock since contention will be low and using pthread tools might trigger our wrappers

* Rename process-causal-json.py

- validate-causal-json.py

* rework omnitrace_add_causal_test

- capable of performing validation
- added validation tests

* Fix kokkosp_begin_deep_copy + causal

* Tweak address range in bfd_line_info::read_pc

* Tweak analysis and data IP handling

- look for gaps

* Disable scaling experiment time by speedup

* Revert change in max threads during CI

* binary updates

- significant overhaul of binary analysis implementation
- removed "basic_line_info" and "bfd_line_info" in lieu of "symbol" class
  - symbol class has basic BFD info + vector of inlines + vector of dwarf info

* Updated causal to use new binary analysis

- Fix symbol.cpp includes

* Updated formatting target

- include *.cmake files

* Updated causal tests

- causal tests should be stable now

* Update timemory and dyninst submodules

- TPLs are stripped + built w/o debug info

* Increase tolerance for causal validation speedups

- higher speedups have more variance (increased to +/- 5 from 3)

* Support causal output for MPI

- i.e. tag with MPI rank

* omnitrace-causal launcher argument

* improve experiment sampling output

* causal data updates

- call compute lines once
- fixed filtered cached binary info
- debugging info when experiment fails to start

* Tweaked causal validation tests

* dwarf_entry ranges

* CI updates

- increase max threads to 64

* Tweak causal E2E validation tests

- more threads
- shorter thread runtime
- more iterations

* Fix shadowed variable

* fix symbol read_bfd last PC calculation

* fix maybe-uninitialized warning

* omnitrace-causal launcher update

- only inject "omnitrace-causal --" once
- throw error if no matches found

* Update causal profiling docs for launcher

* fix address range boundaries
2023-01-24 18:53:23 -06:00

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C++

// MIT License
//
// Copyright (c) 2022 Advanced Micro Devices, Inc. All Rights Reserved.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in all
// copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
// SOFTWARE.
#include "library/components/backtrace_metrics.hpp"
#include "library/components/ensure_storage.hpp"
#include "library/components/fwd.hpp"
#include "library/config.hpp"
#include "library/debug.hpp"
#include "library/perfetto.hpp"
#include "library/ptl.hpp"
#include "library/runtime.hpp"
#include "library/sampling.hpp"
#include "library/thread_info.hpp"
#include "library/tracing.hpp"
#include <timemory/backends/papi.hpp>
#include <timemory/backends/threading.hpp>
#include <timemory/components/data_tracker/components.hpp>
#include <timemory/components/macros.hpp>
#include <timemory/components/papi/extern.hpp>
#include <timemory/components/papi/papi_array.hpp>
#include <timemory/components/papi/papi_vector.hpp>
#include <timemory/components/rusage/components.hpp>
#include <timemory/components/rusage/types.hpp>
#include <timemory/components/timing/backends.hpp>
#include <timemory/components/trip_count/extern.hpp>
#include <timemory/macros.hpp>
#include <timemory/math.hpp>
#include <timemory/mpl.hpp>
#include <timemory/mpl/quirks.hpp>
#include <timemory/mpl/type_traits.hpp>
#include <timemory/operations.hpp>
#include <timemory/storage.hpp>
#include <timemory/units.hpp>
#include <timemory/utility/backtrace.hpp>
#include <timemory/utility/demangle.hpp>
#include <timemory/utility/types.hpp>
#include <timemory/variadic.hpp>
#include <array>
#include <cstring>
#include <ctime>
#include <initializer_list>
#include <mutex>
#include <regex>
#include <sstream>
#include <string>
#include <string_view>
#include <type_traits>
#include <vector>
#include <pthread.h>
#include <signal.h>
namespace tracing
{
using namespace ::omnitrace::tracing;
}
namespace omnitrace
{
namespace component
{
using hw_counters = typename backtrace_metrics::hw_counters;
using signal_type_instances = thread_data<std::set<int>, category::sampling>;
using backtrace_metrics_init_instances =
thread_data<backtrace_metrics, category::sampling>;
using sampler_running_instances = thread_data<bool, category::sampling>;
using papi_vector_instances = thread_data<hw_counters, category::sampling>;
using papi_label_instances = thread_data<std::vector<std::string>, category::sampling>;
namespace
{
struct perfetto_rusage
{};
unique_ptr_t<std::vector<std::string>>&
get_papi_labels(int64_t _tid)
{
static auto& _v = papi_label_instances::instances(construct_on_init{});
return _v.at(_tid);
}
unique_ptr_t<hw_counters>&
get_papi_vector(int64_t _tid)
{
static auto& _v = papi_vector_instances::instances();
if(_tid == threading::get_id()) papi_vector_instances::construct();
return _v.at(_tid);
}
unique_ptr_t<backtrace_metrics>&
get_backtrace_metrics_init(int64_t _tid)
{
static auto& _v = backtrace_metrics_init_instances::instances();
return _v.at(_tid);
}
unique_ptr_t<bool>&
get_sampler_running(int64_t _tid)
{
static auto& _v = sampler_running_instances::instances(construct_on_init{}, false);
return _v.at(_tid);
}
} // namespace
std::string
backtrace_metrics::label()
{
return "backtrace_metrics";
}
std::string
backtrace_metrics::description()
{
return "Records sampling data";
}
std::vector<std::string>
backtrace_metrics::get_hw_counter_labels(int64_t _tid)
{
auto& _v = get_papi_labels(_tid);
return (_v) ? *_v : std::vector<std::string>{};
}
void
backtrace_metrics::start()
{}
void
backtrace_metrics::stop()
{}
void
backtrace_metrics::sample(int)
{
auto _tid = threading::get_id();
auto _cache = tim::rusage_cache{ RUSAGE_THREAD };
m_cpu = tim::get_clock_thread_now<int64_t, std::nano>();
m_mem_peak = _cache.get_peak_rss();
m_ctx_swch = _cache.get_num_priority_context_switch() +
_cache.get_num_voluntary_context_switch();
m_page_flt = _cache.get_num_major_page_faults() + _cache.get_num_minor_page_faults();
if constexpr(tim::trait::is_available<hw_counters>::value)
{
if(tim::trait::runtime_enabled<hw_counters>::get())
{
assert(get_papi_vector(_tid).get() != nullptr);
m_hw_counter = get_papi_vector(_tid)->record();
// const auto& _cfg = get_papi_vector(_tid)->get_config();
// std::cerr << "Config: ";
// for(size_t i = 0; i < _cfg->size; ++i)
// std::cerr << "[" << _cfg->labels.at(i) << "|" << _cfg->event_names.at(i)
// << "|" << _cfg->event_codes.at(i) << "]";
// std::cerr << "\n";
}
}
}
void
backtrace_metrics::configure(bool _setup, int64_t _tid)
{
auto& _running = get_sampler_running(_tid);
bool _is_running = (!_running) ? false : *_running;
ensure_storage<comp::trip_count, sampling_wall_clock, sampling_cpu_clock, hw_counters,
sampling_percent>{}();
if(_setup && !_is_running)
{
(void) get_debug_sampling(); // make sure query in sampler does not allocate
assert(_tid == threading::get_id());
if constexpr(tim::trait::is_available<hw_counters>::value)
{
perfetto_counter_track<hw_counters>::init();
OMNITRACE_DEBUG("HW COUNTER: starting...\n");
if(get_papi_vector(_tid))
{
get_papi_vector(_tid)->start();
*get_papi_labels(_tid) = get_papi_vector(_tid)->get_config()->labels;
}
}
}
else if(!_setup && _is_running)
{
OMNITRACE_DEBUG("Destroying sampler for thread %lu...\n", _tid);
*_running = false;
if constexpr(tim::trait::is_available<hw_counters>::value)
{
if(_tid == threading::get_id())
{
if(get_papi_vector(_tid)) get_papi_vector(_tid)->stop();
OMNITRACE_DEBUG("HW COUNTER: stopped...\n");
}
}
OMNITRACE_DEBUG("Sampler destroyed for thread %lu\n", _tid);
}
}
void
backtrace_metrics::init_perfetto(int64_t _tid)
{
auto _hw_cnt_labels = *get_papi_labels(_tid);
auto _tid_name = JOIN("", '[', _tid, ']');
if(!perfetto_counter_track<perfetto_rusage>::exists(_tid))
{
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Peak Memory Usage", _tid_name, "(S)"), "MB");
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Context Switches", _tid_name, "(S)"));
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Page Faults", _tid_name, "(S)"));
}
if(!perfetto_counter_track<hw_counters>::exists(_tid) &&
tim::trait::runtime_enabled<hw_counters>::get())
{
for(auto& itr : _hw_cnt_labels)
{
std::string _desc = tim::papi::get_event_info(itr).short_descr;
if(_desc.empty()) _desc = itr;
OMNITRACE_CI_THROW(_desc.empty(), "Empty description for %s\n", itr.c_str());
perfetto_counter_track<hw_counters>::emplace(
_tid, JOIN(' ', "Thread", _desc, _tid_name, "(S)"));
}
}
}
void
backtrace_metrics::fini_perfetto(int64_t _tid)
{
auto _hw_cnt_labels = *get_papi_labels(_tid);
const auto& _thread_info = thread_info::get(_tid, SequentTID);
OMNITRACE_CI_THROW(!_thread_info, "Error! missing thread info for tid=%li\n", _tid);
if(!_thread_info) return;
uint64_t _ts = _thread_info->get_stop();
TRACE_COUNTER("thread_peak_memory",
perfetto_counter_track<perfetto_rusage>::at(_tid, 0), _ts, 0);
TRACE_COUNTER("thread_context_switch",
perfetto_counter_track<perfetto_rusage>::at(_tid, 1), _ts, 0);
TRACE_COUNTER("thread_page_fault",
perfetto_counter_track<perfetto_rusage>::at(_tid, 2), _ts, 0);
if(tim::trait::runtime_enabled<hw_counters>::get())
{
for(size_t i = 0; i < perfetto_counter_track<hw_counters>::size(_tid); ++i)
{
if(i < _hw_cnt_labels.size())
{
TRACE_COUNTER("thread_hardware_counter",
perfetto_counter_track<hw_counters>::at(_tid, i), _ts, 0.0);
}
}
}
}
void
backtrace_metrics::post_process_perfetto(int64_t _tid, uint64_t _ts) const
{
TRACE_COUNTER("thread_peak_memory",
perfetto_counter_track<perfetto_rusage>::at(_tid, 0), _ts,
m_mem_peak / units::megabyte);
TRACE_COUNTER("thread_context_switch",
perfetto_counter_track<perfetto_rusage>::at(_tid, 1), _ts, m_ctx_swch);
TRACE_COUNTER("thread_page_fault",
perfetto_counter_track<perfetto_rusage>::at(_tid, 2), _ts, m_page_flt);
if(tim::trait::runtime_enabled<hw_counters>::get())
{
for(size_t i = 0; i < perfetto_counter_track<hw_counters>::size(_tid); ++i)
{
if(i < m_hw_counter.size())
{
TRACE_COUNTER("thread_hardware_counter",
perfetto_counter_track<hw_counters>::at(_tid, i), _ts,
m_hw_counter.at(i));
}
}
}
}
} // namespace component
} // namespace omnitrace
OMNITRACE_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, omnitrace::component::backtrace_wall_clock>), true,
double)
OMNITRACE_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, omnitrace::component::backtrace_cpu_clock>), true,
double)
OMNITRACE_INSTANTIATE_EXTERN_COMPONENT(
TIMEMORY_ESC(data_tracker<double, omnitrace::component::backtrace_fraction>), true,
double)
TIMEMORY_INITIALIZE_STORAGE(omnitrace::component::backtrace_metrics)