From 68869af2edabbaa1377cc0c9210221c48a8150b4 Mon Sep 17 00:00:00 2001 From: Diogo Netto <61364108+d-netto@users.noreply.github.com> Date: Fri, 25 Oct 2024 19:51:27 -0300 Subject: [PATCH] Wall-time/all tasks profiler (#55889) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit One limitation of sampling CPU/thread profiles, as is currently done in Julia, is that they primarily capture samples from CPU-intensive tasks. If many tasks are performing IO or contending for concurrency primitives like semaphores, these tasks won’t appear in the profile, as they aren't scheduled on OS threads sampled by the profiler. A wall-time profiler, like the one implemented in this PR, samples tasks regardless of OS thread scheduling. This enables profiling of IO-heavy tasks and detecting areas of heavy contention in the system. Co-developed with @nickrobinson251. --- NEWS.md | 2 + doc/src/manual/img/cpu-profile.png | Bin 0 -> 147343 bytes doc/src/manual/img/task-sampling-failure.png | Bin 0 -> 359826 bytes .../wall-time-profiler-channel-example.png | Bin 0 -> 191682 bytes ...ll-time-profiler-compute-bound-example.png | Bin 0 -> 435521 bytes doc/src/manual/profile.md | 214 ++++++++++++++++++ src/gc-stacks.c | 33 +++ src/gc-stock.c | 24 +- src/init.c | 4 + src/julia_internal.h | 29 +++ src/julia_threads.h | 1 + src/mtarraylist.c | 2 +- src/signal-handling.c | 135 +++++++++-- src/signals-mach.c | 178 ++++++++------- src/signals-unix.c | 170 ++++++++------ src/signals-win.c | 39 ++-- src/stackwalk.c | 58 +++-- stdlib/Profile/src/Profile.jl | 77 +++++-- stdlib/Profile/test/runtests.jl | 61 ++++- 19 files changed, 796 insertions(+), 231 deletions(-) create mode 100644 doc/src/manual/img/cpu-profile.png create mode 100644 doc/src/manual/img/task-sampling-failure.png create mode 100644 doc/src/manual/img/wall-time-profiler-channel-example.png create mode 100644 doc/src/manual/img/wall-time-profiler-compute-bound-example.png diff --git a/NEWS.md b/NEWS.md index 228d133bd85574..079625b1610aa9 100644 --- a/NEWS.md +++ b/NEWS.md @@ -213,4 +213,6 @@ External dependencies Tooling Improvements -------------------- +- A wall-time profiler is now available for users who need a sampling profiler that captures tasks regardless of their scheduling or running state. 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z0?20{?NxBuE$-E)X!#Xg26z3ECY28`Op=Cw49j+AJOjxm!Fj|>mN5PJ$#We%V4{XG zmDw4xH3OuFX;U!>7AVjha%X4v3E1{mAIIvzpHC0u<^l0f_Qw2JS!SX%@GPkR_pe`R za)3@sZMEOay7A|a{(9%C-JYYIt+KCFRrw7BvDwG^RJIwL$6Lm@EM|uaDP_&cZ)SnE zt^b=@(W}FiL2|I>H{5+u_}wcBn)f&FEbmSQ3xHS@?g6QygUZD}^60GZt^I&?5q}3v z&0d%|h6l@%{&?2UUW5QH34Cl@A8fJGi7ev&n(_Sk7hgIHa;96uWd4_wZry!U81U!I z$qTA$Q_??Sk$$H;@F380ty_22wC%6G`H^60eh2)CZno&%_VfMw1HSWuJfG~n#K%87 z5-i4U($xX{xzqebf9=lCUc^5H>bGaV^^bb%3Zezt#qyyECVfPpvZfE{@M%U?eKYi|6fU#$6G)%-_Z{Z}>r ukv(FX|5eR@R@VQj<~p|Q{~NEl5)hm!7gccM+IKea@4S}&*{su7@BI&l6dUaT literal 0 HcmV?d00001 diff --git a/doc/src/manual/profile.md b/doc/src/manual/profile.md index a3baec593a53db..718b79815473e2 100644 --- a/doc/src/manual/profile.md +++ b/doc/src/manual/profile.md @@ -297,6 +297,220 @@ Of course, you can decrease the delay as well as increase it; however, the overh grows once the delay becomes similar to the amount of time needed to take a backtrace (~30 microseconds on the author's laptop). +## Wall-time Profiler + +### Introduction & Problem Motivation + +The profiler described in the previous section is a sampling CPU profiler. At a high level, the profiler periodically stops all Julia compute threads to collect their backtraces and estimates the time spent in each function based on the number of backtrace samples that include a frame from that function. However, note that only tasks currently running on system threads just before the profiler stops them will have their backtraces collected. + +While this profiler is typically well-suited for workloads where the majority of tasks are compute-bound, it is less helpful for systems where most tasks are IO-heavy or for diagnosing contention on synchronization primitives in your code. + +Let's consider this simple workload: + +```Julia +using Base.Threads +using Profile +using PProf + +ch = Channel(1) + +const N_SPAWNED_TASKS = (1 << 10) +const WAIT_TIME_NS = 10_000_000 + +function spawn_a_bunch_of_tasks_waiting_on_channel() + for i in 1:N_SPAWNED_TASKS + Threads.@spawn begin + take!(ch) + end + end +end + +function busywait() + t0 = time_ns() + while true + if time_ns() - t0 > WAIT_TIME_NS + break + end + end +end + +function main() + spawn_a_bunch_of_tasks_waiting_on_channel() + for i in 1:N_SPAWNED_TASKS + put!(ch, i) + busywait() + end +end + +Profile.@profile main() +``` + +Our goal is to detect whether there is contention on the `ch` channel—i.e., whether the number of waiters is excessive given the rate at which work items are being produced in the channel. + +If we run this, we obtain the following [PProf](https://github.com/JuliaPerf/PProf.jl) flame graph: + +![CPU Profile](./img/cpu-profile.png)() + +This profile provides no information to help determine where contention occurs in the system’s synchronization primitives. Waiters on a channel will be blocked and descheduled, meaning no system thread will be running the tasks assigned to those waiters, and as a result, they won't be sampled by the profiler. + +### Wall-time Profiler + +Instead of sampling threads—and thus only sampling tasks that are running—a wall-time task profiler samples tasks independently of their scheduling state. For example, tasks that are sleeping on a synchronization primitive at the time the profiler is running will be sampled with the same probability as tasks that were actively running when the profiler attempted to capture backtraces. + +This approach allows us to construct a profile where backtraces from tasks blocked on the `ch` channel, as in the example above, are actually represented. + +Let's run the same example, but now with a wall-time profiler: + + +```Julia +using Base.Threads +using Profile +using PProf + +ch = Channel(1) + +const N_SPAWNED_TASKS = (1 << 10) +const WAIT_TIME_NS = 10_000_000 + +function spawn_a_bunch_of_tasks_waiting_on_channel() + for i in 1:N_SPAWNED_TASKS + Threads.@spawn begin + take!(ch) + end + end +end + +function busywait() + t0 = time_ns() + while true + if time_ns() - t0 > WAIT_TIME_NS + break + end + end +end + +function main() + spawn_a_bunch_of_tasks_waiting_on_channel() + for i in 1:N_SPAWNED_TASKS + put!(ch, i) + busywait() + end +end + +Profile.@profile_walltime main() +``` + +We obtain the following flame graph: + +![Wall-time Profile Channel](./img/wall-time-profiler-channel-example.png)() + +We see that a large number of samples come from channel-related `take!` functions, which allows us to determine that there is indeed an excessive number of waiters in `ch`. + +### A Compute-Bound Workload + +Despite the wall-time profiler sampling all live tasks in the system and not just the currently running ones, it can still be helpful for identifying performance hotspots, even if your code is compute-bound. Let’s consider a simple example: + +```Julia +using Base.Threads +using Profile +using PProf + +ch = Channel(1) + +const MAX_ITERS = (1 << 22) +const N_TASKS = (1 << 12) + +function spawn_a_task_waiting_on_channel() + Threads.@spawn begin + take!(ch) + end +end + +function sum_of_sqrt() + sum_of_sqrt = 0.0 + for i in 1:MAX_ITERS + sum_of_sqrt += sqrt(i) + end + return sum_of_sqrt +end + +function spawn_a_bunch_of_compute_heavy_tasks() + Threads.@sync begin + for i in 1:N_TASKS + Threads.@spawn begin + sum_of_sqrt() + end + end + end +end + +function main() + spawn_a_task_waiting_on_channel() + spawn_a_bunch_of_compute_heavy_tasks() +end + +Profile.@profile_walltime main() +``` + +After collecting a wall-time profile, we get the following flame graph: + +![Wall-time Profile Compute-Bound](./img/wall-time-profiler-compute-bound-example.png)() + +Notice how many of the samples contain `sum_of_sqrt`, which is the expensive compute function in our example. + +### Identifying Task Sampling Failures in your Profile + +In the current implementation, the wall-time profiler attempts to sample from tasks that have been alive since the last garbage collection, along with those created afterward. However, if most tasks are extremely short-lived, you may end up sampling tasks that have already completed, resulting in missed backtrace captures. + +If you encounter samples containing `failed_to_sample_task_fun` or `failed_to_stop_thread_fun`, this likely indicates a high volume of short-lived tasks, which prevented their backtraces from being collected. + +Let's consider this simple example: + +```Julia +using Base.Threads +using Profile +using PProf + +const N_SPAWNED_TASKS = (1 << 16) +const WAIT_TIME_NS = 100_000 + +function spawn_a_bunch_of_short_lived_tasks() + for i in 1:N_SPAWNED_TASKS + Threads.@spawn begin + # Do nothing + end + end +end + +function busywait() + t0 = time_ns() + while true + if time_ns() - t0 > WAIT_TIME_NS + break + end + end +end + +function main() + GC.enable(false) + spawn_a_bunch_of_short_lived_tasks() + for i in 1:N_SPAWNED_TASKS + busywait() + end + GC.enable(true) +end + +Profile.@profile_walltime main() +``` + +Notice that the tasks spawned in `spawn_a_bunch_of_short_lived_tasks` are extremely short-lived. Since these tasks constitute the majority in the system, we will likely miss capturing a backtrace for most sampled tasks. + +After collecting a wall-time profile, we obtain the following flame graph: + +![Task Sampling Failure](./img/task-sampling-failure.png)() + +The large number of samples from `failed_to_stop_thread_fun` confirms that we have a significant number of short-lived tasks in the system. + ## Memory allocation analysis One of the most common techniques to improve performance is to reduce memory allocation. Julia diff --git a/src/gc-stacks.c b/src/gc-stacks.c index a2d3862dc95019..a0ca2561c5cf95 100644 --- a/src/gc-stacks.c +++ b/src/gc-stacks.c @@ -296,6 +296,39 @@ void sweep_stack_pool_loop(void) JL_NOTSAFEPOINT jl_atomic_fetch_add(&gc_n_threads_sweeping_stacks, -1); } +// Builds a list of the live tasks. Racy: `live_tasks` can expand at any time. +arraylist_t *jl_get_all_tasks_arraylist(void) JL_NOTSAFEPOINT +{ + arraylist_t *tasks = (arraylist_t*)malloc_s(sizeof(arraylist_t)); + arraylist_new(tasks, 0); + size_t nthreads = jl_atomic_load_acquire(&jl_n_threads); + jl_ptls_t *allstates = jl_atomic_load_relaxed(&jl_all_tls_states); + for (size_t i = 0; i < nthreads; i++) { + // skip GC threads... + if (gc_is_collector_thread(i)) { + continue; + } + jl_ptls_t ptls2 = allstates[i]; + if (ptls2 == NULL) { + continue; + } + jl_task_t *t = ptls2->root_task; + if (t->ctx.stkbuf != NULL) { + arraylist_push(tasks, t); + } + small_arraylist_t *live_tasks = &ptls2->gc_tls_common.heap.live_tasks; + size_t n = mtarraylist_length(live_tasks); + for (size_t i = 0; i < n; i++) { + jl_task_t *t = (jl_task_t*)mtarraylist_get(live_tasks, i); + assert(t != NULL); + if (t->ctx.stkbuf != NULL) { + arraylist_push(tasks, t); + } + } + } + return tasks; +} + JL_DLLEXPORT jl_array_t *jl_live_tasks(void) { size_t nthreads = jl_atomic_load_acquire(&jl_n_threads); diff --git a/src/gc-stock.c b/src/gc-stock.c index 541c5b4ecc5c2a..3a2027f9190a72 100644 --- a/src/gc-stock.c +++ b/src/gc-stock.c @@ -1025,7 +1025,22 @@ void gc_sweep_wait_for_all_stacks(void) JL_NOTSAFEPOINT } } -void sweep_stack_pools(jl_ptls_t ptls) JL_NOTSAFEPOINT +void sweep_mtarraylist_buffers(void) JL_NOTSAFEPOINT +{ + for (int i = 0; i < gc_n_threads; i++) { + jl_ptls_t ptls = gc_all_tls_states[i]; + if (ptls == NULL) { + continue; + } + small_arraylist_t *buffers = &ptls->lazily_freed_mtarraylist_buffers; + void *buf; + while ((buf = small_arraylist_pop(buffers)) != NULL) { + free(buf); + } + } +} + +void sweep_stack_pools_and_mtarraylist_buffers(jl_ptls_t ptls) JL_NOTSAFEPOINT { // initialize ptls index for parallel sweeping of stack pools assert(gc_n_threads); @@ -1035,9 +1050,12 @@ void sweep_stack_pools(jl_ptls_t ptls) JL_NOTSAFEPOINT else jl_atomic_store_relaxed(&gc_stack_free_idx, stack_free_idx + 1); jl_atomic_store_release(&gc_ptls_sweep_idx, gc_n_threads - 1); // idx == gc_n_threads = release stacks to the OS so it's serial + uv_mutex_lock(&live_tasks_lock); gc_sweep_wake_all_stacks(ptls); sweep_stack_pool_loop(); gc_sweep_wait_for_all_stacks(); + sweep_mtarraylist_buffers(); + uv_mutex_unlock(&live_tasks_lock); } static void gc_pool_sync_nfree(jl_gc_pagemeta_t *pg, jl_taggedvalue_t *last) JL_NOTSAFEPOINT @@ -3084,7 +3102,7 @@ static int _jl_gc_collect(jl_ptls_t ptls, jl_gc_collection_t collection) current_sweep_full = sweep_full; sweep_weak_refs(); uint64_t stack_pool_time = jl_hrtime(); - sweep_stack_pools(ptls); + sweep_stack_pools_and_mtarraylist_buffers(ptls); stack_pool_time = jl_hrtime() - stack_pool_time; gc_num.total_stack_pool_sweep_time += stack_pool_time; gc_num.stack_pool_sweep_time = stack_pool_time; @@ -3453,6 +3471,8 @@ void jl_init_thread_heap(jl_ptls_t ptls) jl_atomic_store_relaxed(&q->bottom, 0); jl_atomic_store_relaxed(&q->array, wsa2); arraylist_new(&mq->reclaim_set, 32); + // Initialize `lazily_freed_mtarraylist_buffers` + small_arraylist_new(&ptls->lazily_freed_mtarraylist_buffers, 0); memset(&ptls->gc_tls_common.gc_num, 0, sizeof(ptls->gc_tls_common.gc_num)); jl_atomic_store_relaxed(&ptls->gc_tls_common.gc_num.allocd, -(int64_t)gc_num.interval); diff --git a/src/init.c b/src/init.c index 413d4e8055e54b..b3ca33344d258b 100644 --- a/src/init.c +++ b/src/init.c @@ -744,6 +744,10 @@ JL_DLLEXPORT void julia_init(JL_IMAGE_SEARCH rel) // initialize symbol-table lock uv_mutex_init(&symtab_lock); + // initialize the live tasks lock + uv_mutex_init(&live_tasks_lock); + // initialize the profiler buffer lock + uv_mutex_init(&bt_data_prof_lock); // initialize backtraces jl_init_profile_lock(); diff --git a/src/julia_internal.h b/src/julia_internal.h index 8c4ee9fca36e04..ade5940f306870 100644 --- a/src/julia_internal.h +++ b/src/julia_internal.h @@ -211,6 +211,35 @@ JL_DLLEXPORT void jl_unlock_profile_wr(void) JL_NOTSAFEPOINT JL_NOTSAFEPOINT_LEA int jl_lock_stackwalk(void) JL_NOTSAFEPOINT JL_NOTSAFEPOINT_ENTER; void jl_unlock_stackwalk(int lockret) JL_NOTSAFEPOINT JL_NOTSAFEPOINT_LEAVE; +arraylist_t *jl_get_all_tasks_arraylist(void) JL_NOTSAFEPOINT; +typedef struct { + size_t bt_size; + int tid; +} jl_record_backtrace_result_t; +JL_DLLEXPORT jl_record_backtrace_result_t jl_record_backtrace(jl_task_t *t, struct _jl_bt_element_t *bt_data, + size_t max_bt_size, int all_tasks_profiler) JL_NOTSAFEPOINT; +extern volatile struct _jl_bt_element_t *profile_bt_data_prof; +extern volatile size_t profile_bt_size_max; +extern volatile size_t profile_bt_size_cur; +extern volatile int profile_running; +extern volatile int profile_all_tasks; +// Ensures that we can safely read the `live_tasks`field of every TLS when profiling. +// We want to avoid the case that a GC gets interleaved with `jl_profile_task` and shrinks +// the `live_tasks` array while we are reading it or frees tasks that are being profiled. +// Because of that, this lock must be held in `jl_profile_task` and `sweep_stack_pools_and_mtarraylist_buffers`. +extern uv_mutex_t live_tasks_lock; +// Ensures that we can safely write to `profile_bt_data_prof` and `profile_bt_size_cur`. +// We want to avoid the case that: +// - We start to profile a task very close to the profiling time window end. +// - The profiling time window ends and we start to read the profile data in a compute thread. +// - We write to the profile in a profiler thread while the compute thread is reading it. +// Locking discipline: `bt_data_prof_lock` must be held inside the scope of `live_tasks_lock`. +extern uv_mutex_t bt_data_prof_lock; +#define PROFILE_STATE_THREAD_NOT_SLEEPING (1) +#define PROFILE_STATE_THREAD_SLEEPING (2) +#define PROFILE_STATE_WALL_TIME_PROFILING (3) +void jl_profile_task(void); + // number of cycles since power-on static inline uint64_t cycleclock(void) JL_NOTSAFEPOINT { diff --git a/src/julia_threads.h b/src/julia_threads.h index 67da2978b42670..faa8ab9e0aaf4e 100644 --- a/src/julia_threads.h +++ b/src/julia_threads.h @@ -157,6 +157,7 @@ typedef struct _jl_tls_states_t { int finalizers_inhibited; jl_gc_tls_states_t gc_tls; // this is very large, and the offset of the first member is baked into codegen jl_gc_tls_states_common_t gc_tls_common; // common tls for both GCs + small_arraylist_t lazily_freed_mtarraylist_buffers; volatile sig_atomic_t defer_signal; _Atomic(struct _jl_task_t*) current_task; struct _jl_task_t *next_task; diff --git a/src/mtarraylist.c b/src/mtarraylist.c index 8bad44797dab43..7af265a86ab631 100644 --- a/src/mtarraylist.c +++ b/src/mtarraylist.c @@ -37,7 +37,7 @@ static void mtarraylist_resizeto(small_mtarraylist_t *a, size_t len, size_t newl a->max = nm; if (olditems != (void*)&a->_space[0]) { jl_task_t *ct = jl_current_task; - jl_gc_add_quiescent(ct->ptls, (void**)olditems, free); + small_arraylist_push(&ct->ptls->lazily_freed_mtarraylist_buffers, olditems); } } } diff --git a/src/signal-handling.c b/src/signal-handling.c index ce7e8ba57af198..ff073cc82a0a5f 100644 --- a/src/signal-handling.c +++ b/src/signal-handling.c @@ -18,46 +18,48 @@ extern "C" { #include // Profiler control variables -// Note: these "static" variables are also used in "signals-*.c" -static volatile jl_bt_element_t *bt_data_prof = NULL; -static volatile size_t bt_size_max = 0; -static volatile size_t bt_size_cur = 0; +uv_mutex_t live_tasks_lock; +uv_mutex_t bt_data_prof_lock; +volatile jl_bt_element_t *profile_bt_data_prof = NULL; +volatile size_t profile_bt_size_max = 0; +volatile size_t profile_bt_size_cur = 0; static volatile uint64_t nsecprof = 0; -static volatile int running = 0; -static const uint64_t GIGA = 1000000000ULL; +volatile int profile_running = 0; +volatile int profile_all_tasks = 0; +static const uint64_t GIGA = 1000000000ULL; // Timers to take samples at intervals JL_DLLEXPORT void jl_profile_stop_timer(void); -JL_DLLEXPORT int jl_profile_start_timer(void); +JL_DLLEXPORT int jl_profile_start_timer(uint8_t); /////////////////////// // Utility functions // /////////////////////// JL_DLLEXPORT int jl_profile_init(size_t maxsize, uint64_t delay_nsec) { - bt_size_max = maxsize; + profile_bt_size_max = maxsize; nsecprof = delay_nsec; - if (bt_data_prof != NULL) - free((void*)bt_data_prof); - bt_data_prof = (jl_bt_element_t*) calloc(maxsize, sizeof(jl_bt_element_t)); - if (bt_data_prof == NULL && maxsize > 0) + if (profile_bt_data_prof != NULL) + free((void*)profile_bt_data_prof); + profile_bt_data_prof = (jl_bt_element_t*) calloc(maxsize, sizeof(jl_bt_element_t)); + if (profile_bt_data_prof == NULL && maxsize > 0) return -1; - bt_size_cur = 0; + profile_bt_size_cur = 0; return 0; } JL_DLLEXPORT uint8_t *jl_profile_get_data(void) { - return (uint8_t*) bt_data_prof; + return (uint8_t*) profile_bt_data_prof; } JL_DLLEXPORT size_t jl_profile_len_data(void) { - return bt_size_cur; + return profile_bt_size_cur; } JL_DLLEXPORT size_t jl_profile_maxlen_data(void) { - return bt_size_max; + return profile_bt_size_max; } JL_DLLEXPORT uint64_t jl_profile_delay_nsec(void) @@ -67,12 +69,12 @@ JL_DLLEXPORT uint64_t jl_profile_delay_nsec(void) JL_DLLEXPORT void jl_profile_clear_data(void) { - bt_size_cur = 0; + profile_bt_size_cur = 0; } JL_DLLEXPORT int jl_profile_is_running(void) { - return running; + return profile_running; } // Any function that acquires this lock must be either a unmanaged thread @@ -184,7 +186,102 @@ JL_DLLEXPORT int jl_profile_is_buffer_full(void) // Declare buffer full if there isn't enough room to sample even just the // thread metadata and one max-sized frame. The `+ 6` is for the two block // terminator `0`'s plus the 4 metadata entries. - return bt_size_cur + ((JL_BT_MAX_ENTRY_SIZE + 1) + 6) > bt_size_max; + return profile_bt_size_cur + ((JL_BT_MAX_ENTRY_SIZE + 1) + 6) > profile_bt_size_max; +} + +NOINLINE int failed_to_sample_task_fun(jl_bt_element_t *bt_data, size_t maxsize, int skip) JL_NOTSAFEPOINT; +NOINLINE int failed_to_stop_thread_fun(jl_bt_element_t *bt_data, size_t maxsize, int skip) JL_NOTSAFEPOINT; + +#define PROFILE_TASK_DEBUG_FORCE_SAMPLING_FAILURE (0) +#define PROFILE_TASK_DEBUG_FORCE_STOP_THREAD_FAILURE (0) + +void jl_profile_task(void) +{ + if (jl_profile_is_buffer_full()) { + // Buffer full: Delete the timer + jl_profile_stop_timer(); + return; + } + + jl_task_t *t = NULL; + int got_mutex = 0; + if (uv_mutex_trylock(&live_tasks_lock) != 0) { + goto collect_backtrace; + } + got_mutex = 1; + + arraylist_t *tasks = jl_get_all_tasks_arraylist(); + uint64_t seed = jl_rand(); + const int n_max_random_attempts = 4; + // randomly select a task that is not done + for (int i = 0; i < n_max_random_attempts; i++) { + t = (jl_task_t*)tasks->items[cong(tasks->len, &seed)]; + assert(t == NULL || jl_is_task(t)); + if (t == NULL) { + continue; + } + int t_state = jl_atomic_load_relaxed(&t->_state); + if (t_state == JL_TASK_STATE_DONE) { + continue; + } + break; + } + arraylist_free(tasks); + free(tasks); + +collect_backtrace: + + uv_mutex_lock(&bt_data_prof_lock); + if (profile_running == 0) { + uv_mutex_unlock(&bt_data_prof_lock); + if (got_mutex) { + uv_mutex_unlock(&live_tasks_lock); + } + return; + } + + jl_record_backtrace_result_t r = {0, INT16_MAX}; + jl_bt_element_t *bt_data_prof = (jl_bt_element_t*)(profile_bt_data_prof + profile_bt_size_cur); + size_t bt_size_max = profile_bt_size_max - profile_bt_size_cur - 1; + if (t == NULL || PROFILE_TASK_DEBUG_FORCE_SAMPLING_FAILURE) { + // failed to find a task + r.bt_size = failed_to_sample_task_fun(bt_data_prof, bt_size_max, 0); + } + else { + if (!PROFILE_TASK_DEBUG_FORCE_STOP_THREAD_FAILURE) { + r = jl_record_backtrace(t, bt_data_prof, bt_size_max, 1); + } + // we failed to get a backtrace + if (r.bt_size == 0) { + r.bt_size = failed_to_stop_thread_fun(bt_data_prof, bt_size_max, 0); + } + } + + // update the profile buffer size + profile_bt_size_cur += r.bt_size; + + // store threadid but add 1 as 0 is preserved to indicate end of block + profile_bt_data_prof[profile_bt_size_cur++].uintptr = (uintptr_t)r.tid + 1; + + // store task id (never null) + profile_bt_data_prof[profile_bt_size_cur++].jlvalue = (jl_value_t*)t; + + // store cpu cycle clock + profile_bt_data_prof[profile_bt_size_cur++].uintptr = cycleclock(); + + // the thread profiler uses this block to record whether the thread is not sleeping (1) or sleeping (2) + // let's use a dummy value which is not 1 or 2 to + // indicate that we are profiling a task, and therefore, this block is not about the thread state + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 3; + + // Mark the end of this block with two 0's + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + + uv_mutex_unlock(&bt_data_prof_lock); + if (got_mutex) { + uv_mutex_unlock(&live_tasks_lock); + } } static uint64_t jl_last_sigint_trigger = 0; diff --git a/src/signals-mach.c b/src/signals-mach.c index a939e4df71ae02..24508a8902d5eb 100644 --- a/src/signals-mach.c +++ b/src/signals-mach.c @@ -724,6 +724,84 @@ void jl_unlock_stackwalk(int lockret) jl_unlock_profile_mach(1, lockret); } +// assumes holding `jl_lock_profile_mach` +void jl_profile_thread_mach(int tid) +{ + // if there is no space left, return early + if (jl_profile_is_buffer_full()) { + jl_profile_stop_timer(); + return; + } + if (_dyld_dlopen_atfork_prepare != NULL && _dyld_dlopen_atfork_parent != NULL) + _dyld_dlopen_atfork_prepare(); + if (_dyld_atfork_prepare != NULL && _dyld_atfork_parent != NULL) + _dyld_atfork_prepare(); // briefly acquire the dlsym lock + host_thread_state_t state; + int valid_thread = jl_thread_suspend_and_get_state2(tid, &state); + unw_context_t *uc = (unw_context_t*)&state; + if (_dyld_atfork_prepare != NULL && _dyld_atfork_parent != NULL) + _dyld_atfork_parent(); // quickly release the dlsym lock + if (_dyld_dlopen_atfork_prepare != NULL && _dyld_dlopen_atfork_parent != NULL) + _dyld_dlopen_atfork_parent(); + if (!valid_thread) + return; + if (profile_running) { +#ifdef LLVMLIBUNWIND + /* + * Unfortunately compact unwind info is incorrectly generated for quite a number of + * libraries by quite a large number of compilers. We can fall back to DWARF unwind info + * in some cases, but in quite a number of cases (especially libraries not compiled in debug + * mode, only the compact unwind info may be available). Even more unfortunately, there is no + * way to detect such bogus compact unwind info (other than noticing the resulting segfault). + * What we do here is ugly, but necessary until the compact unwind info situation improves. + * We try to use the compact unwind info and if that results in a segfault, we retry with DWARF info. + * Note that in a small number of cases this may result in bogus stack traces, but at least the topmost + * entry will always be correct, and the number of cases in which this is an issue is rather small. + * Other than that, this implementation is not incorrect as the other thread is paused while we are profiling + * and during stack unwinding we only ever read memory, but never write it. + */ + + forceDwarf = 0; + unw_getcontext(&profiler_uc); // will resume from this point if the next lines segfault at any point + + if (forceDwarf == 0) { + // Save the backtrace + profile_bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)profile_bt_data_prof + profile_bt_size_cur, profile_bt_size_max - profile_bt_size_cur - 1, uc, NULL); + } + else if (forceDwarf == 1) { + profile_bt_size_cur += rec_backtrace_ctx_dwarf((jl_bt_element_t*)profile_bt_data_prof + profile_bt_size_cur, profile_bt_size_max - profile_bt_size_cur - 1, uc, NULL); + } + else if (forceDwarf == -1) { + jl_safe_printf("WARNING: profiler attempt to access an invalid memory location\n"); + } + + forceDwarf = -2; +#else + profile_bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)profile_bt_data_prof + profile_bt_size_cur, profile_bt_size_max - profile_bt_size_cur - 1, uc, NULL); +#endif + jl_ptls_t ptls = jl_atomic_load_relaxed(&jl_all_tls_states)[tid]; + + // store threadid but add 1 as 0 is preserved to indicate end of block + profile_bt_data_prof[profile_bt_size_cur++].uintptr = ptls->tid + 1; + + // store task id (never null) + profile_bt_data_prof[profile_bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls->current_task); + + // store cpu cycle clock + profile_bt_data_prof[profile_bt_size_cur++].uintptr = cycleclock(); + + // store whether thread is sleeping (don't ever encode a state as `0` since is preserved to indicate end of block) + int state = jl_atomic_load_relaxed(&ptls->sleep_check_state) == 0 ? PROFILE_STATE_THREAD_NOT_SLEEPING : PROFILE_STATE_THREAD_SLEEPING; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = state; + + // Mark the end of this block with two 0's + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + } + // We're done! Resume the thread. + jl_thread_resume(tid); +} + void *mach_profile_listener(void *arg) { (void)arg; @@ -741,88 +819,21 @@ void *mach_profile_listener(void *arg) // sample each thread, round-robin style in reverse order // (so that thread zero gets notified last) int keymgr_locked = jl_lock_profile_mach(0); - int nthreads = jl_atomic_load_acquire(&jl_n_threads); - int *randperm = profile_get_randperm(nthreads); - for (int idx = nthreads; idx-- > 0; ) { - // Stop the threads in the random or reverse round-robin order. - int i = randperm[idx]; - // if there is no space left, break early - if (jl_profile_is_buffer_full()) { - jl_profile_stop_timer(); - break; - } - - if (_dyld_dlopen_atfork_prepare != NULL && _dyld_dlopen_atfork_parent != NULL) - _dyld_dlopen_atfork_prepare(); - if (_dyld_atfork_prepare != NULL && _dyld_atfork_parent != NULL) - _dyld_atfork_prepare(); // briefly acquire the dlsym lock - host_thread_state_t state; - int valid_thread = jl_thread_suspend_and_get_state2(i, &state); - unw_context_t *uc = (unw_context_t*)&state; - if (_dyld_atfork_prepare != NULL && _dyld_atfork_parent != NULL) - _dyld_atfork_parent(); // quickly release the dlsym lock - if (_dyld_dlopen_atfork_prepare != NULL && _dyld_dlopen_atfork_parent != NULL) - _dyld_dlopen_atfork_parent(); - if (!valid_thread) - continue; - if (running) { -#ifdef LLVMLIBUNWIND - /* - * Unfortunately compact unwind info is incorrectly generated for quite a number of - * libraries by quite a large number of compilers. We can fall back to DWARF unwind info - * in some cases, but in quite a number of cases (especially libraries not compiled in debug - * mode, only the compact unwind info may be available). Even more unfortunately, there is no - * way to detect such bogus compact unwind info (other than noticing the resulting segfault). - * What we do here is ugly, but necessary until the compact unwind info situation improves. - * We try to use the compact unwind info and if that results in a segfault, we retry with DWARF info. - * Note that in a small number of cases this may result in bogus stack traces, but at least the topmost - * entry will always be correct, and the number of cases in which this is an issue is rather small. - * Other than that, this implementation is not incorrect as the other thread is paused while we are profiling - * and during stack unwinding we only ever read memory, but never write it. - */ - - forceDwarf = 0; - unw_getcontext(&profiler_uc); // will resume from this point if the next lines segfault at any point - - if (forceDwarf == 0) { - // Save the backtrace - bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)bt_data_prof + bt_size_cur, bt_size_max - bt_size_cur - 1, uc, NULL); - } - else if (forceDwarf == 1) { - bt_size_cur += rec_backtrace_ctx_dwarf((jl_bt_element_t*)bt_data_prof + bt_size_cur, bt_size_max - bt_size_cur - 1, uc, NULL); - } - else if (forceDwarf == -1) { - jl_safe_printf("WARNING: profiler attempt to access an invalid memory location\n"); - } - - forceDwarf = -2; -#else - bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)bt_data_prof + bt_size_cur, bt_size_max - bt_size_cur - 1, uc, NULL); -#endif - jl_ptls_t ptls = jl_atomic_load_relaxed(&jl_all_tls_states)[i]; - - // META_OFFSET_THREADID store threadid but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = ptls->tid + 1; - - // META_OFFSET_TASKID store task id (never null) - bt_data_prof[bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls->current_task); - - // META_OFFSET_CPUCYCLECLOCK store cpu cycle clock - bt_data_prof[bt_size_cur++].uintptr = cycleclock(); - - // META_OFFSET_SLEEPSTATE store whether thread is sleeping but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = jl_atomic_load_relaxed(&ptls->sleep_check_state) + 1; - - // Mark the end of this block with two 0's - bt_data_prof[bt_size_cur++].uintptr = 0; - bt_data_prof[bt_size_cur++].uintptr = 0; + if (profile_all_tasks) { + // Don't take the stackwalk lock here since it's already taken in `jl_rec_backtrace` + jl_profile_task(); + } + else { + int *randperm = profile_get_randperm(nthreads); + for (int idx = nthreads; idx-- > 0; ) { + // Stop the threads in random order. + int i = randperm[idx]; + jl_profile_thread_mach(i); } - // We're done! Resume the thread. - jl_thread_resume(i); } jl_unlock_profile_mach(0, keymgr_locked); - if (running) { + if (profile_running) { jl_check_profile_autostop(); // Reset the alarm kern_return_t ret = clock_alarm(clk, TIME_RELATIVE, timerprof, profile_port); @@ -831,7 +842,8 @@ void *mach_profile_listener(void *arg) } } -JL_DLLEXPORT int jl_profile_start_timer(void) + +JL_DLLEXPORT int jl_profile_start_timer(uint8_t all_tasks) { kern_return_t ret; if (!profile_started) { @@ -860,7 +872,8 @@ JL_DLLEXPORT int jl_profile_start_timer(void) timerprof.tv_sec = nsecprof/GIGA; timerprof.tv_nsec = nsecprof%GIGA; - running = 1; + profile_running = 1; + profile_all_tasks = all_tasks; // ensure the alarm is running ret = clock_alarm(clk, TIME_RELATIVE, timerprof, profile_port); HANDLE_MACH_ERROR("clock_alarm", ret); @@ -870,5 +883,8 @@ JL_DLLEXPORT int jl_profile_start_timer(void) JL_DLLEXPORT void jl_profile_stop_timer(void) { - running = 0; + uv_mutex_lock(&bt_data_prof_lock); + profile_running = 0; + profile_all_tasks = 0; + uv_mutex_unlock(&bt_data_prof_lock); } diff --git a/src/signals-unix.c b/src/signals-unix.c index caf0e977929c52..301b875018c1cc 100644 --- a/src/signals-unix.c +++ b/src/signals-unix.c @@ -9,6 +9,10 @@ #include #include #include + +#include "julia.h" +#include "julia_internal.h" + #if defined(_OS_DARWIN_) && !defined(MAP_ANONYMOUS) #define MAP_ANONYMOUS MAP_ANON #endif @@ -646,7 +650,7 @@ int timer_graceperiod_elapsed(void) static timer_t timerprof; static struct itimerspec itsprof; -JL_DLLEXPORT int jl_profile_start_timer(void) +JL_DLLEXPORT int jl_profile_start_timer(uint8_t all_tasks) { struct sigevent sigprof; @@ -655,10 +659,12 @@ JL_DLLEXPORT int jl_profile_start_timer(void) sigprof.sigev_notify = SIGEV_SIGNAL; sigprof.sigev_signo = SIGUSR1; sigprof.sigev_value.sival_ptr = &timerprof; - // Because SIGUSR1 is multipurpose, set `running` before so that we know that the first SIGUSR1 came from the timer - running = 1; + // Because SIGUSR1 is multipurpose, set `profile_running` before so that we know that the first SIGUSR1 came from the timer + profile_running = 1; + profile_all_tasks = all_tasks; if (timer_create(CLOCK_REALTIME, &sigprof, &timerprof) == -1) { - running = 0; + profile_running = 0; + profile_all_tasks = 0; return -2; } @@ -668,7 +674,8 @@ JL_DLLEXPORT int jl_profile_start_timer(void) itsprof.it_value.tv_sec = nsecprof / GIGA; itsprof.it_value.tv_nsec = nsecprof % GIGA; if (timer_settime(timerprof, 0, &itsprof, NULL) == -1) { - running = 0; + profile_running = 0; + profile_all_tasks = 0; return -3; } return 0; @@ -676,11 +683,13 @@ JL_DLLEXPORT int jl_profile_start_timer(void) JL_DLLEXPORT void jl_profile_stop_timer(void) { - if (running) { + uv_mutex_lock(&bt_data_prof_lock); + if (profile_running) { timer_delete(timerprof); last_timer_delete_time = jl_hrtime(); - running = 0; + profile_running = 0; } + uv_mutex_unlock(&bt_data_prof_lock); } #elif defined(__OpenBSD__) @@ -797,7 +806,7 @@ void trigger_profile_peek(void) jl_safe_printf("\n======================================================================================\n"); jl_safe_printf("Information request received. A stacktrace will print followed by a %.1f second profile\n", profile_peek_duration); jl_safe_printf("======================================================================================\n"); - if (bt_size_max == 0){ + if (profile_bt_size_max == 0){ // If the buffer hasn't been initialized, initialize with default size // Keep these values synchronized with Profile.default_init() if (jl_profile_init(10000000, 1000000) == -1) { @@ -805,13 +814,62 @@ void trigger_profile_peek(void) return; } } - bt_size_cur = 0; // clear profile buffer - if (jl_profile_start_timer() < 0) + profile_bt_size_cur = 0; // clear profile buffer + if (jl_profile_start_timer(0) < 0) jl_safe_printf("ERROR: Could not start profile timer\n"); else profile_autostop_time = jl_hrtime() + (profile_peek_duration * 1e9); } +// assumes holding `jl_lock_stackwalk` +void jl_profile_thread_unix(int tid, bt_context_t *signal_context) +{ + if (jl_profile_is_buffer_full()) { + // Buffer full: Delete the timer + jl_profile_stop_timer(); + return; + } + // notify thread to stop + if (!jl_thread_suspend_and_get_state(tid, 1, signal_context)) + return; + // unwinding can fail, so keep track of the current state + // and restore from the SEGV handler if anything happens. + jl_jmp_buf *old_buf = jl_get_safe_restore(); + jl_jmp_buf buf; + + jl_set_safe_restore(&buf); + if (jl_setjmp(buf, 0)) { + jl_safe_printf("WARNING: profiler attempt to access an invalid memory location\n"); + } else { + // Get backtrace data + profile_bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)profile_bt_data_prof + profile_bt_size_cur, + profile_bt_size_max - profile_bt_size_cur - 1, signal_context, NULL); + } + jl_set_safe_restore(old_buf); + + jl_ptls_t ptls2 = jl_atomic_load_relaxed(&jl_all_tls_states)[tid]; + + // store threadid but add 1 as 0 is preserved to indicate end of block + profile_bt_data_prof[profile_bt_size_cur++].uintptr = ptls2->tid + 1; + + // store task id (never null) + profile_bt_data_prof[profile_bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls2->current_task); + + // store cpu cycle clock + profile_bt_data_prof[profile_bt_size_cur++].uintptr = cycleclock(); + + // store whether thread is sleeping (don't ever encode a state as `0` since is preserved to indicate end of block) + int state = jl_atomic_load_relaxed(&ptls2->sleep_check_state) == 0 ? PROFILE_STATE_THREAD_NOT_SLEEPING : PROFILE_STATE_THREAD_SLEEPING; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = state; + + // Mark the end of this block with two 0's + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + + // notify thread to resume + jl_thread_resume(tid); +} + static void *signal_listener(void *arg) { static jl_bt_element_t bt_data[JL_MAX_BT_SIZE + 1]; @@ -911,13 +969,13 @@ static void *signal_listener(void *arg) int doexit = critical; #ifdef SIGINFO if (sig == SIGINFO) { - if (running != 1) + if (profile_running != 1) trigger_profile_peek(); doexit = 0; } #else if (sig == SIGUSR1) { - if (running != 1 && timer_graceperiod_elapsed()) + if (profile_running != 1 && timer_graceperiod_elapsed()) trigger_profile_peek(); doexit = 0; } @@ -951,78 +1009,46 @@ static void *signal_listener(void *arg) bt_size = 0; #if !defined(JL_DISABLE_LIBUNWIND) bt_context_t signal_context; - // sample each thread, round-robin style in reverse order - // (so that thread zero gets notified last) - if (critical || profile) { + if (critical) { int lockret = jl_lock_stackwalk(); - int *randperm; - if (profile) - randperm = profile_get_randperm(nthreads); - for (int idx = nthreads; idx-- > 0; ) { - // Stop the threads in the random or reverse round-robin order. - int i = profile ? randperm[idx] : idx; + // sample each thread, round-robin style in reverse order + // (so that thread zero gets notified last) + for (int i = nthreads; i-- > 0; ) { // notify thread to stop if (!jl_thread_suspend_and_get_state(i, 1, &signal_context)) continue; // do backtrace on thread contexts for critical signals // this part must be signal-handler safe - if (critical) { - bt_size += rec_backtrace_ctx(bt_data + bt_size, - JL_MAX_BT_SIZE / nthreads - 1, - &signal_context, NULL); - bt_data[bt_size++].uintptr = 0; - } - - // do backtrace for profiler - if (profile && running) { - if (jl_profile_is_buffer_full()) { - // Buffer full: Delete the timer - jl_profile_stop_timer(); - } - else { - // unwinding can fail, so keep track of the current state - // and restore from the SEGV handler if anything happens. - jl_jmp_buf *old_buf = jl_get_safe_restore(); - jl_jmp_buf buf; - - jl_set_safe_restore(&buf); - if (jl_setjmp(buf, 0)) { - jl_safe_printf("WARNING: profiler attempt to access an invalid memory location\n"); - } else { - // Get backtrace data - bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)bt_data_prof + bt_size_cur, - bt_size_max - bt_size_cur - 1, &signal_context, NULL); - } - jl_set_safe_restore(old_buf); - - jl_ptls_t ptls2 = jl_atomic_load_relaxed(&jl_all_tls_states)[i]; - - // META_OFFSET_THREADID store threadid but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = ptls2->tid + 1; - - // META_OFFSET_TASKID store task id (never null) - bt_data_prof[bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls2->current_task); - - // META_OFFSET_CPUCYCLECLOCK store cpu cycle clock - bt_data_prof[bt_size_cur++].uintptr = cycleclock(); - - // META_OFFSET_SLEEPSTATE store whether thread is sleeping but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = jl_atomic_load_relaxed(&ptls2->sleep_check_state) + 1; - - // Mark the end of this block with two 0's - bt_data_prof[bt_size_cur++].uintptr = 0; - bt_data_prof[bt_size_cur++].uintptr = 0; - } - } - - // notify thread to resume + bt_size += rec_backtrace_ctx(bt_data + bt_size, + JL_MAX_BT_SIZE / nthreads - 1, + &signal_context, NULL); + bt_data[bt_size++].uintptr = 0; jl_thread_resume(i); } jl_unlock_stackwalk(lockret); } + else if (profile) { + if (profile_all_tasks) { + // Don't take the stackwalk lock here since it's already taken in `jl_rec_backtrace` + jl_profile_task(); + } + else { + int lockret = jl_lock_stackwalk(); + int *randperm = profile_get_randperm(nthreads); + for (int idx = nthreads; idx-- > 0; ) { + // Stop the threads in the random order. + int i = randperm[idx]; + // do backtrace for profiler + if (profile_running) { + jl_profile_thread_unix(i, &signal_context); + } + } + jl_unlock_stackwalk(lockret); + } + } #ifndef HAVE_MACH - if (profile && running) { + if (profile_running) { jl_check_profile_autostop(); #if defined(HAVE_TIMER) timer_settime(timerprof, 0, &itsprof, NULL); diff --git a/src/signals-win.c b/src/signals-win.c index b5f8dd8bd79d92..2a594bc92b9b74 100644 --- a/src/signals-win.c +++ b/src/signals-win.c @@ -404,12 +404,16 @@ static DWORD WINAPI profile_bt( LPVOID lparam ) while (1) { DWORD timeout_ms = nsecprof / (GIGA / 1000); Sleep(timeout_ms > 0 ? timeout_ms : 1); - if (running) { + if (profile_running) { if (jl_profile_is_buffer_full()) { jl_profile_stop_timer(); // does not change the thread state SuspendThread(GetCurrentThread()); continue; } + else if (profile_all_tasks) { + // Don't take the stackwalk lock here since it's already taken in `jl_rec_backtrace` + jl_profile_task(); + } else { // TODO: bring this up to parity with other OS by adding loop over tid here int lockret = jl_lock_stackwalk(); @@ -421,26 +425,27 @@ static DWORD WINAPI profile_bt( LPVOID lparam ) break; } // Get backtrace data - bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)bt_data_prof + bt_size_cur, - bt_size_max - bt_size_cur - 1, &ctxThread, NULL); + profile_bt_size_cur += rec_backtrace_ctx((jl_bt_element_t*)profile_bt_data_prof + profile_bt_size_cur, + profile_bt_size_max - profile_bt_size_cur - 1, &ctxThread, NULL); jl_ptls_t ptls = jl_atomic_load_relaxed(&jl_all_tls_states)[0]; // given only profiling hMainThread // META_OFFSET_THREADID store threadid but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = ptls->tid + 1; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = ptls->tid + 1; // META_OFFSET_TASKID store task id (never null) - bt_data_prof[bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls->current_task); + profile_bt_data_prof[profile_bt_size_cur++].jlvalue = (jl_value_t*)jl_atomic_load_relaxed(&ptls->current_task); // META_OFFSET_CPUCYCLECLOCK store cpu cycle clock - bt_data_prof[bt_size_cur++].uintptr = cycleclock(); + profile_bt_data_prof[profile_bt_size_cur++].uintptr = cycleclock(); - // META_OFFSET_SLEEPSTATE store whether thread is sleeping but add 1 as 0 is preserved to indicate end of block - bt_data_prof[bt_size_cur++].uintptr = jl_atomic_load_relaxed(&ptls->sleep_check_state) + 1; + // store whether thread is sleeping (don't ever encode a state as `0` since is preserved to indicate end of block) + int state = jl_atomic_load_relaxed(&ptls->sleep_check_state) == 0 ? PROFILE_STATE_THREAD_NOT_SLEEPING : PROFILE_STATE_THREAD_SLEEPING; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = state; // Mark the end of this block with two 0's - bt_data_prof[bt_size_cur++].uintptr = 0; - bt_data_prof[bt_size_cur++].uintptr = 0; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; + profile_bt_data_prof[profile_bt_size_cur++].uintptr = 0; jl_unlock_stackwalk(lockret); jl_thread_resume(0); jl_check_profile_autostop(); @@ -455,7 +460,7 @@ static DWORD WINAPI profile_bt( LPVOID lparam ) static volatile TIMECAPS timecaps; -JL_DLLEXPORT int jl_profile_start_timer(void) +JL_DLLEXPORT int jl_profile_start_timer(uint8_t all_tasks) { if (hBtThread == NULL) { @@ -483,20 +488,24 @@ JL_DLLEXPORT int jl_profile_start_timer(void) return -2; } } - if (running == 0) { + if (profile_running == 0) { // Failure to change the timer resolution is not fatal. However, it is important to // ensure that the timeBeginPeriod/timeEndPeriod is paired. if (TIMERR_NOERROR != timeBeginPeriod(timecaps.wPeriodMin)) timecaps.wPeriodMin = 0; } - running = 1; // set `running` finally + profile_all_tasks = all_tasks; + profile_running = 1; // set `profile_running` finally return 0; } JL_DLLEXPORT void jl_profile_stop_timer(void) { - if (running && timecaps.wPeriodMin) + uv_mutex_lock(&bt_data_prof_lock); + if (profile_running && timecaps.wPeriodMin) timeEndPeriod(timecaps.wPeriodMin); - running = 0; + profile_running = 0; + profile_all_tasks = 0; + uv_mutex_unlock(&bt_data_prof_lock); } void jl_install_default_signal_handlers(void) diff --git a/src/stackwalk.c b/src/stackwalk.c index 770daa8bf17a60..251e408c7fd2dc 100644 --- a/src/stackwalk.c +++ b/src/stackwalk.c @@ -208,7 +208,7 @@ NOINLINE size_t rec_backtrace_ctx(jl_bt_element_t *bt_data, size_t maxsize, // // The first `skip` frames are omitted, in addition to omitting the frame from // `rec_backtrace` itself. -NOINLINE size_t rec_backtrace(jl_bt_element_t *bt_data, size_t maxsize, int skip) +NOINLINE size_t rec_backtrace(jl_bt_element_t *bt_data, size_t maxsize, int skip) JL_NOTSAFEPOINT { bt_context_t context; memset(&context, 0, sizeof(context)); @@ -224,6 +224,24 @@ NOINLINE size_t rec_backtrace(jl_bt_element_t *bt_data, size_t maxsize, int skip return bt_size; } +NOINLINE int failed_to_sample_task_fun(jl_bt_element_t *bt_data, size_t maxsize, int skip) JL_NOTSAFEPOINT +{ + if (maxsize < 1) { + return 0; + } + bt_data[0].uintptr = (uintptr_t) &failed_to_sample_task_fun; + return 1; +} + +NOINLINE int failed_to_stop_thread_fun(jl_bt_element_t *bt_data, size_t maxsize, int skip) JL_NOTSAFEPOINT +{ + if (maxsize < 1) { + return 0; + } + bt_data[0].uintptr = (uintptr_t) &failed_to_stop_thread_fun; + return 1; +} + static jl_value_t *array_ptr_void_type JL_ALWAYS_LEAFTYPE = NULL; // Return backtrace information as an svec of (bt1, bt2, [sp]) // @@ -1225,24 +1243,34 @@ return 0; #endif } -JL_DLLEXPORT size_t jl_record_backtrace(jl_task_t *t, jl_bt_element_t *bt_data, size_t max_bt_size) JL_NOTSAFEPOINT +JL_DLLEXPORT jl_record_backtrace_result_t jl_record_backtrace(jl_task_t *t, jl_bt_element_t *bt_data, size_t max_bt_size, int all_tasks_profiler) JL_NOTSAFEPOINT { - jl_task_t *ct = jl_current_task; - jl_ptls_t ptls = ct->ptls; + int16_t tid = INT16_MAX; + jl_record_backtrace_result_t result = {0, tid}; + jl_task_t *ct = NULL; + jl_ptls_t ptls = NULL; + if (!all_tasks_profiler) { + ct = jl_current_task; + ptls = ct->ptls; + ptls->bt_size = 0; + tid = ptls->tid; + } if (t == ct) { - return rec_backtrace(bt_data, max_bt_size, 0); + result.bt_size = rec_backtrace(bt_data, max_bt_size, 0); + result.tid = tid; + return result; } bt_context_t *context = NULL; bt_context_t c; int16_t old; - for (old = -1; !jl_atomic_cmpswap(&t->tid, &old, ptls->tid) && old != ptls->tid; old = -1) { + for (old = -1; !jl_atomic_cmpswap(&t->tid, &old, tid) && old != tid; old = -1) { int lockret = jl_lock_stackwalk(); // if this task is already running somewhere, we need to stop the thread it is running on and query its state if (!jl_thread_suspend_and_get_state(old, 1, &c)) { jl_unlock_stackwalk(lockret); if (jl_atomic_load_relaxed(&t->tid) != old) continue; - return 0; + return result; } jl_unlock_stackwalk(lockret); if (jl_atomic_load_relaxed(&t->tid) == old) { @@ -1277,13 +1305,16 @@ JL_DLLEXPORT size_t jl_record_backtrace(jl_task_t *t, jl_bt_element_t *bt_data, #endif } size_t bt_size = 0; - if (context) - bt_size = rec_backtrace_ctx(bt_data, max_bt_size, context, t->gcstack); + if (context) { + bt_size = rec_backtrace_ctx(bt_data, max_bt_size, context, all_tasks_profiler ? NULL : t->gcstack); + } if (old == -1) jl_atomic_store_relaxed(&t->tid, old); - else if (old != ptls->tid) + else if (old != tid) jl_thread_resume(old); - return bt_size; + result.bt_size = bt_size; + result.tid = old; + return result; } //-------------------------------------------------- @@ -1317,7 +1348,8 @@ JL_DLLEXPORT void jlbacktracet(jl_task_t *t) JL_NOTSAFEPOINT jl_ptls_t ptls = ct->ptls; ptls->bt_size = 0; jl_bt_element_t *bt_data = ptls->bt_data; - size_t bt_size = jl_record_backtrace(t, bt_data, JL_MAX_BT_SIZE); + jl_record_backtrace_result_t r = jl_record_backtrace(t, bt_data, JL_MAX_BT_SIZE, 0); + size_t bt_size = r.bt_size; size_t i; for (i = 0; i < bt_size; i += jl_bt_entry_size(bt_data + i)) { jl_print_bt_entry_codeloc(bt_data + i); @@ -1331,8 +1363,6 @@ JL_DLLEXPORT void jl_print_backtrace(void) JL_NOTSAFEPOINT jlbacktrace(); } -extern int gc_first_tid; - // Print backtraces for all live tasks, for all threads, to jl_safe_printf stderr JL_DLLEXPORT void jl_print_task_backtraces(int show_done) JL_NOTSAFEPOINT { diff --git a/stdlib/Profile/src/Profile.jl b/stdlib/Profile/src/Profile.jl index b753c9ca88f249..bea8f288937d0f 100644 --- a/stdlib/Profile/src/Profile.jl +++ b/stdlib/Profile/src/Profile.jl @@ -23,7 +23,7 @@ Profiling support. module Profile global print -export @profile +export @profile, @profile_walltime public clear, print, fetch, @@ -63,6 +63,28 @@ macro profile(ex) end end +""" + @profile_walltime + +`@profile_walltime ` runs your expression while taking periodic backtraces of a sample of all live tasks (both running and not running). +These are appended to an internal buffer of backtraces. + +It can be configured via `Profile.init`, same as the `Profile.@profile`, and that you can't use `@profile` simultaneously with `@profile_walltime`. + +As mentioned above, since this tool sample not only running tasks, but also sleeping tasks and tasks performing IO, +it can be used to diagnose performance issues such as lock contention, IO bottlenecks, and other issues that are not visible in the CPU profile. +""" +macro profile_walltime(ex) + return quote + try + start_timer(true) + $(esc(ex)) + finally + stop_timer() + end + end +end + # An internal function called to show the report after an information request (SIGINFO or SIGUSR1). function _peek_report() iob = Base.AnnotatedIOBuffer() @@ -403,9 +425,10 @@ end function has_meta(data) for i in 6:length(data) - data[i] == 0 || continue # first block end null - data[i - 1] == 0 || continue # second block end null - data[i - META_OFFSET_SLEEPSTATE] in 1:2 || continue + data[i] == 0 || continue # first block end null + data[i - 1] == 0 || continue # second block end null + data[i - META_OFFSET_SLEEPSTATE] in 1:3 || continue # 1 for not sleeping, 2 for sleeping, 3 for task profiler fake state + # See definition in `src/julia_internal.h` data[i - META_OFFSET_CPUCYCLECLOCK] != 0 || continue data[i - META_OFFSET_TASKID] != 0 || continue data[i - META_OFFSET_THREADID] != 0 || continue @@ -608,9 +631,9 @@ Julia, and examine the resulting `*.mem` files. clear_malloc_data() = ccall(:jl_clear_malloc_data, Cvoid, ()) # C wrappers -function start_timer() +function start_timer(all_tasks::Bool=false) check_init() # if the profile buffer hasn't been initialized, initialize with default size - status = ccall(:jl_profile_start_timer, Cint, ()) + status = ccall(:jl_profile_start_timer, Cint, (Bool,), all_tasks) if status < 0 error(error_codes[status]) end @@ -722,12 +745,16 @@ function parse_flat(::Type{T}, data::Vector{UInt64}, lidict::Union{LineInfoDict, startframe = length(data) skip = false nsleeping = 0 + is_task_profile = false for i in startframe:-1:1 (startframe - 1) >= i >= (startframe - (nmeta + 1)) && continue # skip metadata (its read ahead below) and extra block end NULL IP ip = data[i] if is_block_end(data, i) # read metadata - thread_sleeping = data[i - META_OFFSET_SLEEPSTATE] - 1 # subtract 1 as state is incremented to avoid being equal to 0 + thread_sleeping_state = data[i - META_OFFSET_SLEEPSTATE] - 1 # subtract 1 as state is incremented to avoid being equal to 0 + if thread_sleeping_state == 2 + is_task_profile = true + end # cpu_cycle_clock = data[i - META_OFFSET_CPUCYCLECLOCK] taskid = data[i - META_OFFSET_TASKID] threadid = data[i - META_OFFSET_THREADID] @@ -735,7 +762,7 @@ function parse_flat(::Type{T}, data::Vector{UInt64}, lidict::Union{LineInfoDict, skip = true continue end - if thread_sleeping == 1 + if thread_sleeping_state == 1 nsleeping += 1 end skip = false @@ -769,14 +796,14 @@ function parse_flat(::Type{T}, data::Vector{UInt64}, lidict::Union{LineInfoDict, end end @assert length(lilist) == length(n) == length(m) == length(lilist_idx) - return (lilist, n, m, totalshots, nsleeping) + return (lilist, n, m, totalshots, nsleeping, is_task_profile) end const FileNameMap = Dict{Symbol,Tuple{String,String,String}} function flat(io::IO, data::Vector{UInt64}, lidict::Union{LineInfoDict, LineInfoFlatDict}, cols::Int, fmt::ProfileFormat, threads::Union{Int,AbstractVector{Int}}, tasks::Union{UInt,AbstractVector{UInt}}, is_subsection::Bool) - lilist, n, m, totalshots, nsleeping = parse_flat(fmt.combine ? StackFrame : UInt64, data, lidict, fmt.C, threads, tasks) + lilist, n, m, totalshots, nsleeping, is_task_profile = parse_flat(fmt.combine ? StackFrame : UInt64, data, lidict, fmt.C, threads, tasks) if false # optional: drop the "non-interpretable" ones keep = map(frame -> frame != UNKNOWN && frame.line != 0, lilist) lilist = lilist[keep] @@ -796,11 +823,15 @@ function flat(io::IO, data::Vector{UInt64}, lidict::Union{LineInfoDict, LineInfo return true end is_subsection || print_flat(io, lilist, n, m, cols, filenamemap, fmt) - Base.print(io, "Total snapshots: ", totalshots, ". Utilization: ", round(Int, util_perc), "%") + if is_task_profile + Base.print(io, "Total snapshots: ", totalshots, "\n") + else + Base.print(io, "Total snapshots: ", totalshots, ". Utilization: ", round(Int, util_perc), "%") + end if is_subsection println(io) print_flat(io, lilist, n, m, cols, filenamemap, fmt) - else + elseif !is_task_profile Base.print(io, " across all threads and tasks. Use the `groupby` kwarg to break down by thread and/or task.\n") end return false @@ -1034,12 +1065,16 @@ function tree!(root::StackFrameTree{T}, all::Vector{UInt64}, lidict::Union{LineI startframe = length(all) skip = false nsleeping = 0 + is_task_profile = false for i in startframe:-1:1 (startframe - 1) >= i >= (startframe - (nmeta + 1)) && continue # skip metadata (it's read ahead below) and extra block end NULL IP ip = all[i] if is_block_end(all, i) # read metadata - thread_sleeping = all[i - META_OFFSET_SLEEPSTATE] - 1 # subtract 1 as state is incremented to avoid being equal to 0 + thread_sleeping_state = all[i - META_OFFSET_SLEEPSTATE] - 1 # subtract 1 as state is incremented to avoid being equal to 0 + if thread_sleeping_state == 2 + is_task_profile = true + end # cpu_cycle_clock = all[i - META_OFFSET_CPUCYCLECLOCK] taskid = all[i - META_OFFSET_TASKID] threadid = all[i - META_OFFSET_THREADID] @@ -1048,7 +1083,7 @@ function tree!(root::StackFrameTree{T}, all::Vector{UInt64}, lidict::Union{LineI skip = true continue end - if thread_sleeping == 1 + if thread_sleeping_state == 1 nsleeping += 1 end skip = false @@ -1154,7 +1189,7 @@ function tree!(root::StackFrameTree{T}, all::Vector{UInt64}, lidict::Union{LineI nothing end cleanup!(root) - return root, nsleeping + return root, nsleeping, is_task_profile end function maxstats(root::StackFrameTree) @@ -1223,9 +1258,9 @@ end function tree(io::IO, data::Vector{UInt64}, lidict::Union{LineInfoFlatDict, LineInfoDict}, cols::Int, fmt::ProfileFormat, threads::Union{Int,AbstractVector{Int}}, tasks::Union{UInt,AbstractVector{UInt}}, is_subsection::Bool) if fmt.combine - root, nsleeping = tree!(StackFrameTree{StackFrame}(), data, lidict, fmt.C, fmt.recur, threads, tasks) + root, nsleeping, is_task_profile = tree!(StackFrameTree{StackFrame}(), data, lidict, fmt.C, fmt.recur, threads, tasks) else - root, nsleeping = tree!(StackFrameTree{UInt64}(), data, lidict, fmt.C, fmt.recur, threads, tasks) + root, nsleeping, is_task_profile = tree!(StackFrameTree{UInt64}(), data, lidict, fmt.C, fmt.recur, threads, tasks) end util_perc = (1 - (nsleeping / root.count)) * 100 is_subsection || print_tree(io, root, cols, fmt, is_subsection) @@ -1239,11 +1274,15 @@ function tree(io::IO, data::Vector{UInt64}, lidict::Union{LineInfoFlatDict, Line end return true end - Base.print(io, "Total snapshots: ", root.count, ". Utilization: ", round(Int, util_perc), "%") + if is_task_profile + Base.print(io, "Total snapshots: ", root.count, "\n") + else + Base.print(io, "Total snapshots: ", root.count, ". Utilization: ", round(Int, util_perc), "%") + end if is_subsection Base.println(io) print_tree(io, root, cols, fmt, is_subsection) - else + elseif !is_task_profile Base.print(io, " across all threads and tasks. Use the `groupby` kwarg to break down by thread and/or task.\n") end return false diff --git a/stdlib/Profile/test/runtests.jl b/stdlib/Profile/test/runtests.jl index 1769cbd12da3e5..352d07086f25b4 100644 --- a/stdlib/Profile/test/runtests.jl +++ b/stdlib/Profile/test/runtests.jl @@ -25,19 +25,64 @@ end end end -busywait(0, 0) # compile -@profile busywait(1, 20) +@noinline function sleeping_tasks(ch::Channel) + for _ in 1:100 + Threads.@spawn take!(ch) + end + sleep(10) +end -let r = Profile.retrieve() - mktemp() do path, io - serialize(io, r) - close(io) - open(path) do io - @test isa(deserialize(io), Tuple{Vector{UInt},Dict{UInt64,Vector{Base.StackTraces.StackFrame}}}) +function test_profile() + let r = Profile.retrieve() + mktemp() do path, io + serialize(io, r) + close(io) + open(path) do io + @test isa(deserialize(io), Tuple{Vector{UInt},Dict{UInt64,Vector{Base.StackTraces.StackFrame}}}) + end + end + end +end + +function test_has_task_profiler_sample_in_buffer() + let r = Profile.retrieve() + mktemp() do path, io + serialize(io, r) + close(io) + open(path) do io + all = deserialize(io) + data = all[1] + startframe = length(data) + for i in startframe:-1:1 + (startframe - 1) >= i >= (startframe - (Profile.nmeta + 1)) && continue # skip metadata (its read ahead below) and extra block end NULL IP + if Profile.is_block_end(data, i) + thread_sleeping_state = data[i - Profile.META_OFFSET_SLEEPSTATE] + @test thread_sleeping_state == 0x3 + end + end + end end end end +busywait(0, 0) # compile + +@profile_walltime busywait(1, 20) +test_profile() + +Profile.clear() + +ch = Channel(1) +@profile_walltime sleeping_tasks(ch) +test_profile() +close(ch) +test_has_task_profiler_sample_in_buffer() + +Profile.clear() + +@profile busywait(1, 20) +test_profile() + # test printing options for options in ((format=:tree, C=true), (format=:tree, maxdepth=2),