Files
rocm-systems/source/lib/omnitrace/library/components/backtrace_metrics.cpp
T
Jonathan R. Madsen 9de3a6b0b4 Linux Perf Support + Causal Profiling Updates (#276)
* causal backtrace updates

- fix initial causal sampling period value

* causal delay updates

- tweak handling of sleep_for_overhead

* Fix experiment global scaling for prog pts

- results in drastically improved predictions

* pthread_mutex_gotcha updates

- disable all wrappers during causal profiling

* validate-causal-json.py updates

- support decimal stddev
- fix setting stddev from command-line

* causal perform_experiment_impl update

- handle start failing because finalizing

* deprecate causal::component::sample_rate

- appears to not help at all

* Rework sample info

* Increase causal unwind_depth

- use OMNITRACE_MAX_UNWIND_DEPTH

* validate-causal-json updates

- min experiments
  - exclude reporting predictions with less than X experiments at a given speedup
- percent samples
  - only print samples within X% of the peak (default: 95%)

* Update timemory submodule

- extensions to sampling for signals delivered via non-timer method
  - e.g. via HW counter overflow

* dwarf_entry::operator< updates

- sort via file

* causal profiling docs updates

- info about backends
- info about installing/enabling perf

* config updates: causal backend

- CausalBackend enum
- OMNITRACE_CAUSAL_BACKEND: perf, timer, auto
- omnitrace-causal option: --backend

* debug update

- use spin_mutex instead of std::mutex

* address_range::contains update

- range from 0-100 contains range from 10-100 but was returning false because high was == 100 not < 100

* symbol::operator< update

- handle load address differences

* sampling updates (non-causal)

- update get_timer to get_trigger + dynamic_cast

* container::static_vector updates

- support construction from container::c_array
- update_size private member func for handling atomic m_size

* Move perf files

- moved library/causal/perf.{hpp,cpp} to library/perf.{hpp,cpp}

* causal example update

- created impl.hpp (forward decls)
- renamed {cpu,rng}_func_impl to {cpu,rng}_impl_func
- only create two threads which run N iterations instead of two threads each iteration

* Update timemory submodule

- updates to unwind::processed_entry
- updates to procfs::maps

* Updated causal documentation

- fixed line numbers changed by modifications to causal example

* omnitrace-causal exe updates

- set OMNITRACE_THREAD_POOL_SIZE to zero by default

* core/containers updates

- static_vector: provide data() member function
- c_array pop_front() and pop_back() member functions

* core: config and argparse updates + perf

- core/perf.{hpp,cpp}
  - forward decl of enums
  - config-related capabilities
- argparse: --sample-overflow
- renamed some config functions
  - e.g. get_sampling_cpu_freq -> get_sampling_cputime_freq
- added config settings related to overflow sampling via perf
- added timer_sampling and overflow_sampling categories

* Update timemory submodule

- sampling allocator flushing

* binary updates

- lookup_ipaddr_entry
- use bfd_find_nearest_line instead of bfd_find_nearest_line_discriminator
  - discriminators are not used
- explicit instantiations of inlined_symbol::serialize

* Bump VERSION to 1.10.0

* sampling and perf updates

- support overflow sampling via Linux Perf
- update perf namespace
- update perf::perf_event
  - update record ctor: pointer instead of const ref
  - update open member func: return optional string
  - add m_batch_size member variable
- sampling updates
  - support overflow sampling
  - flush allocators
  - increase buffer size from 1024 to 2048
  - restructure post-processing in light of perf overflow supports
  - improve offload memory usage only load buffers for thread
  - load_offload_buffer(tid) uses thread-specific filepos
- component updates
  - backtrace_metrics::operator-=
  - backtrace_metrics::operator-
  - backtrace::sample does not record for overflow signal
  - callchain: perf overflow sample

* core updates

- component::sampling_percent does not report self + uses_percent_units

* causal updates

- tweak get_line_info
- overloads for set_current_selection (uint64_t, c_array, std::array)
- delay
  - use sampling::pause/sampling::resume
- experiment
  - experiment::sample derives from unwind::processed_entry
  - experiment::samples is vector instead of set
  - fixed samples
  - overloads for is_selected (uint64_t, c_array, std::array)
  - scaling factor defaults to 100 instead of 50
  - serialize updates follow change to experiment::sample
  - modify algorithm for increasing/decreasing experiment length
- sample_data
  - use map<uintptr, uint64_t> instead of set<sample_data>
  - get_samples returns vector<sample_data> instead of set<sample_data>
- sampling
  - support overflow via Linux Perf
  - update causal_offload_buffer
  - flush sampling allocator
- backtrace
  - overflow component

* libomnitrace-dl updates

- handle dl::InstrumentMode::PythonProfile

* testing updates (causal)

- causal line 155 -> causal line 100
- causal line 165 -> causal line 110

* formatting

* exit_gotcha updates

- exit_info for abort()
- message about non-zero exit code

* testing updates

- fail regex for causal tests
- validate-causal-json: >= min_experiments instead of > min_experiments
- handle OMNITRACE_DEBUG_SETTINGS in omnitrace_write_test_config

* causal sampling updates

- add new lines where appropriate

* causal data updates

- reorder diagnostic info when experiment fails to start

* binary updates

- symbol address range from address to address + symsize + 1
  - add 1 based on debug info

* causal data updates

- sample_selection wait_ns defaults to 1,000 instead of 10,000
- sample_selection wait scaled by iteration number
- save_line_info_impl verbosity
- print latest_eligible_pc when experiment does not start

* causal sampling + component updates

- perf backend disables component::backtrace
- ensure get_sampling_(realtime|cputime|overflow)_signal do not malloc

* causal: remove period stats

* validate-causal-json update

- fix --help

* causal data updates

- improve eligible pc history reporting when experiment fails to start

* causal data updates

- fix compute_eligible_lines_impl
  - eligible address ranges returning too many ranges
  - occasionally, overwrite all *true* eligible address ranges

* causal data updates

- reduce scoped ranges to symbol ranges
- is_eligible_address() returns true contains (not just coarse)
- revert some sample_selection behavior

* binary address_multirange updates

- make coarse_range private
- fix operator+=(pair<coarse, uintptr_t>)

* causal example update

- fix nsync to default to once per iteration

* binary analysis updates

- tweak header file includes

* causal updates

- remove factoring in sleep_for_overhead
- invoke delay::process() even if experiment is not active

* causal data updates

- update latest_eligible_pc structure

* update omnitrace-install.py.in

- fix support for fedora
  - /etc/os-release does not have ID_LIKE
  - fallback to RHEL 8.7 if version not specified

* update omnitrace-install.py.in

- fix support for debian
  - /etc/os-release does not have ID_LIKE
  - version mapping

* Update documentation

- update docs on installation

* causal data and experiment updates

- data: reset_sample_selection

* causal set_current_selection debugging

- debug messages for failed e2e runs

* causal data and backtrace component updates

- data: set_current_selection returns the number of eligible addresses added
- backtrace: if cputime signal has selected zero IPs > 5x, then realtime signal starts contributing call-stacks

* core library updates

- move config::parse_numeric_range to utility namespace
- add core/utility.cpp
- support range:increment, e.g. 5-25:10 expands to '5 15 25' instead of '5 10 15 20 25'

* omnitrace-causal update

- end-to-end expands all speedups
- support range:increment in speedups

* causal backtrace updates

- remove select_ival (realtime signal always contributes when select_count == 0)

* containers: static_vector update

- explicit c_array constructor
- explicit std::array constructor

* causal data updates

- remove set_current_selection(uint64_t)
- remove set_current_selection(std::array)
- sample_selection increase default wait time
- report eligible PC candidates
- move reset_sample_selection to perform_experiment_impl
- decrease latest_eligible_pc array size
- set_current_selection does not guard for experiment::active

* core debug updates

- OMNITRACE_PRINT_COLOR macros

* causal data updates

- tweak to experiment never started message

* causal gotcha updates

- remove unused code

* critical trace updates

- remove unused code

* omnitrace-causal

- OMNITRACE_LAUNCHER

* causal data updates

- don't fail on end-to-end + omnitrace-causal

* causal backtrace updates

- reintroduce select_ival behavior

* causal data updates

- tweak verbose messages about number of PC candidates

* core mproc updates

- utilities for waiting on child PID and diagnosing status
  - omnitrace::mproc::wait_pid
  - omnitrace::mproc::diagnose_status

* omnitrace-run updates

- support --fork argument for executing via fork in current process + execvpe on child instead of execvpe in current process

* omnitrace-causal updates

- wait_pid and diagnose_status just call equivalent functions in omnitrace::mproc

* ubuntu-focal workflow update

- attempt to launch ubuntu-focal-codecov job with CAP_SYS_ADMIN and use perf backend

* tests reorg and updates

- remove binary-rewrite-sampling and runtime-instrument-sampling tests
- rename *-preload tests (which use omnitrace-sample exe) to *-sampling
- split tests/CMakeLists.txt into several tests/omnitrace-<category>-tests.cmake files
- tweak to causal-both-omni-func test
  - add args: -n 2 -b timer

* update validate-causal-json.py

- better reasoning info for adjusting tolerance
- always apply tolerance adjustments in CI mode

* causal e2e tests update

- add label "causal-e2e" label
- tweak params
  - old: 80 12 432525 500000000
  - new: 80 50 432525 100000000
- disable processor affinity for slow-func/line-100 tests
  - artificially inflates some speedups with perf

* unblocking_gotcha updates

- overload operator() according to gotcha function index

* blocking_gotcha updates

- overload operator() according to gotcha function index
- fix bug where potentially post block functors (e.g. pthread_mutex_trylock) throw error if lock is not acquired.

* parse_numeric_range update

- support unordered_set

* config update

- OMNITRACE_DEBUG_{TIDS,PIDS} use parse_numeric_range
2023-04-13 02:14:35 -05:00

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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 "core/components/fwd.hpp"
#include "core/config.hpp"
#include "core/debug.hpp"
#include "core/perfetto.hpp"
#include "library/components/ensure_storage.hpp"
#include "library/ptl.hpp"
#include "library/runtime.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/mpl/types.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()
{}
namespace
{
template <typename... Tp>
auto get_enabled(tim::type_list<Tp...>)
{
constexpr size_t N = sizeof...(Tp);
auto _v = std::bitset<N>{};
size_t _n = 0;
(_v.set(_n++, trait::runtime_enabled<Tp>::get()), ...);
return _v;
}
} // namespace
void
backtrace_metrics::sample(int)
{
if(!get_enabled(type_list<category::process_sampling, backtrace_metrics>{}).all())
{
m_valid.reset();
return;
}
m_valid = get_enabled(categories_t{});
// return if everything is disabled
if(!m_valid.any()) return;
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)
{
constexpr auto hw_counters_idx = tim::index_of<hw_counters, categories_t>::value;
constexpr auto hw_category_idx =
tim::index_of<category::thread_hardware_counter, categories_t>::value;
auto _tid = threading::get_id();
if(m_valid.test(hw_category_idx) && m_valid.test(hw_counters_idx))
{
assert(get_papi_vector(_tid).get() != nullptr);
m_hw_counter = get_papi_vector(_tid)->record();
}
}
}
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, valid_array_t _valid)
{
auto _hw_cnt_labels = *get_papi_labels(_tid);
auto _tid_name = JOIN("", '[', _tid, ']');
if(!perfetto_counter_track<perfetto_rusage>::exists(_tid))
{
if(get_valid(category::thread_peak_memory{}, _valid))
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Peak Memory Usage", _tid_name, "(S)"), "MB");
if(get_valid(category::thread_context_switch{}, _valid))
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Context Switches", _tid_name, "(S)"));
if(get_valid(category::thread_page_fault{}, _valid))
perfetto_counter_track<perfetto_rusage>::emplace(
_tid, JOIN(' ', "Thread Page Faults", _tid_name, "(S)"));
}
if(!perfetto_counter_track<hw_counters>::exists(_tid) &&
get_valid(type_list<hw_counters>{}, _valid) &&
get_valid(category::thread_hardware_counter{}, _valid))
{
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, valid_array_t _valid)
{
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();
if(get_valid(category::thread_peak_memory{}, _valid))
{
TRACE_COUNTER(trait::name<category::thread_peak_memory>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 0), _ts, 0);
}
if(get_valid(category::thread_context_switch{}, _valid))
{
TRACE_COUNTER(trait::name<category::thread_context_switch>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 1), _ts, 0);
}
if(get_valid(category::thread_page_fault{}, _valid))
{
TRACE_COUNTER(trait::name<category::thread_page_fault>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 2), _ts, 0);
}
if(get_valid(type_list<hw_counters>{}, _valid) &&
get_valid(category::thread_hardware_counter{}, _valid))
{
for(size_t i = 0; i < perfetto_counter_track<hw_counters>::size(_tid); ++i)
{
if(i < _hw_cnt_labels.size())
{
TRACE_COUNTER(trait::name<category::thread_hardware_counter>::value,
perfetto_counter_track<hw_counters>::at(_tid, i), _ts, 0.0);
}
}
}
}
backtrace_metrics&
backtrace_metrics::operator-=(const backtrace_metrics& _rhs)
{
auto& _lhs = *this;
if(_lhs(category::thread_peak_memory{}))
{
_lhs.m_mem_peak -= _rhs.m_mem_peak;
}
if(_lhs(category::thread_context_switch{}))
{
_lhs.m_ctx_swch -= _rhs.m_ctx_swch;
}
if(_lhs(category::thread_page_fault{}))
{
_lhs.m_page_flt -= _rhs.m_page_flt;
}
if(_lhs(type_list<hw_counters>{}) && _lhs(category::thread_hardware_counter{}))
{
for(size_t i = 0; i < _lhs.m_hw_counter.size(); ++i)
_lhs.m_hw_counter.at(i) -= _rhs.m_hw_counter.at(i);
}
return _lhs;
}
void
backtrace_metrics::post_process_perfetto(int64_t _tid, uint64_t _ts) const
{
if((*this)(category::thread_peak_memory{}))
{
TRACE_COUNTER(trait::name<category::thread_peak_memory>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 0), _ts,
m_mem_peak / units::megabyte);
}
if((*this)(category::thread_context_switch{}))
{
TRACE_COUNTER(trait::name<category::thread_context_switch>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 1), _ts,
m_ctx_swch);
}
if((*this)(category::thread_page_fault{}))
{
TRACE_COUNTER(trait::name<category::thread_page_fault>::value,
perfetto_counter_track<perfetto_rusage>::at(_tid, 2), _ts,
m_page_flt);
}
if((*this)(type_list<hw_counters>{}) && (*this)(category::thread_hardware_counter{}))
{
for(size_t i = 0; i < perfetto_counter_track<hw_counters>::size(_tid); ++i)
{
if(i < m_hw_counter.size())
{
TRACE_COUNTER(trait::name<category::thread_hardware_counter>::value,
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)