1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646
//! Methods for custom fork-join scopes, created by the [`scope()`] //! function. These are a more flexible alternative to [`join()`]. //! //! [`scope()`]: fn.scope.html //! [`join()`]: ../join/join.fn.html use crate::job::{HeapJob, JobFifo}; use crate::latch::{CountLatch, Latch}; use crate::log::Event::*; use crate::registry::{in_worker, Registry, WorkerThread}; use crate::unwind; use std::any::Any; use std::fmt; use std::marker::PhantomData; use std::mem; use std::ptr; use std::sync::atomic::{AtomicPtr, Ordering}; use std::sync::Arc; #[cfg(test)] mod test; /// Represents a fork-join scope which can be used to spawn any number of tasks. /// See [`scope()`] for more information. /// ///[`scope()`]: fn.scope.html pub struct Scope<'scope> { base: ScopeBase<'scope>, } /// Represents a fork-join scope which can be used to spawn any number of tasks. /// Those spawned from the same thread are prioritized in relative FIFO order. /// See [`scope_fifo()`] for more information. /// ///[`scope_fifo()`]: fn.scope_fifo.html pub struct ScopeFifo<'scope> { base: ScopeBase<'scope>, fifos: Vec<JobFifo>, } struct ScopeBase<'scope> { /// thread where `scope()` was executed (note that individual jobs /// may be executing on different worker threads, though they /// should always be within the same pool of threads) owner_thread_index: usize, /// thread registry where `scope()` was executed. registry: Arc<Registry>, /// if some job panicked, the error is stored here; it will be /// propagated to the one who created the scope panic: AtomicPtr<Box<dyn Any + Send + 'static>>, /// latch to set when the counter drops to zero (and hence this scope is complete) job_completed_latch: CountLatch, /// You can think of a scope as containing a list of closures to execute, /// all of which outlive `'scope`. They're not actually required to be /// `Sync`, but it's still safe to let the `Scope` implement `Sync` because /// the closures are only *moved* across threads to be executed. marker: PhantomData<Box<dyn FnOnce(&Scope<'scope>) + Send + Sync + 'scope>>, } /// Create a "fork-join" scope `s` and invokes the closure with a /// reference to `s`. This closure can then spawn asynchronous tasks /// into `s`. Those tasks may run asynchronously with respect to the /// closure; they may themselves spawn additional tasks into `s`. When /// the closure returns, it will block until all tasks that have been /// spawned into `s` complete. /// /// `scope()` is a more flexible building block compared to `join()`, /// since a loop can be used to spawn any number of tasks without /// recursing. However, that flexibility comes at a performance price: /// tasks spawned using `scope()` must be allocated onto the heap, /// whereas `join()` can make exclusive use of the stack. **Prefer /// `join()` (or, even better, parallel iterators) where possible.** /// /// # Example /// /// The Rayon `join()` function launches two closures and waits for them /// to stop. One could implement `join()` using a scope like so, although /// it would be less efficient than the real implementation: /// /// ```rust /// # use rayon_core as rayon; /// pub fn join<A,B,RA,RB>(oper_a: A, oper_b: B) -> (RA, RB) /// where A: FnOnce() -> RA + Send, /// B: FnOnce() -> RB + Send, /// RA: Send, /// RB: Send, /// { /// let mut result_a: Option<RA> = None; /// let mut result_b: Option<RB> = None; /// rayon::scope(|s| { /// s.spawn(|_| result_a = Some(oper_a())); /// s.spawn(|_| result_b = Some(oper_b())); /// }); /// (result_a.unwrap(), result_b.unwrap()) /// } /// ``` /// /// # A note on threading /// /// The closure given to `scope()` executes in the Rayon thread-pool, /// as do those given to `spawn()`. This means that you can't access /// thread-local variables (well, you can, but they may have /// unexpected values). /// /// # Task execution /// /// Task execution potentially starts as soon as `spawn()` is called. /// The task will end sometime before `scope()` returns. Note that the /// *closure* given to scope may return much earlier. In general /// the lifetime of a scope created like `scope(body) goes something like this: /// /// - Scope begins when `scope(body)` is called /// - Scope body `body()` is invoked /// - Scope tasks may be spawned /// - Scope body returns /// - Scope tasks execute, possibly spawning more tasks /// - Once all tasks are done, scope ends and `scope()` returns /// /// To see how and when tasks are joined, consider this example: /// /// ```rust /// # use rayon_core as rayon; /// // point start /// rayon::scope(|s| { /// s.spawn(|s| { // task s.1 /// s.spawn(|s| { // task s.1.1 /// rayon::scope(|t| { /// t.spawn(|_| ()); // task t.1 /// t.spawn(|_| ()); // task t.2 /// }); /// }); /// }); /// s.spawn(|s| { // task s.2 /// }); /// // point mid /// }); /// // point end /// ``` /// /// The various tasks that are run will execute roughly like so: /// /// ```notrust /// | (start) /// | /// | (scope `s` created) /// +-----------------------------------------------+ (task s.2) /// +-------+ (task s.1) | /// | | | /// | +---+ (task s.1.1) | /// | | | | /// | | | (scope `t` created) | /// | | +----------------+ (task t.2) | /// | | +---+ (task t.1) | | /// | (mid) | | | | | /// : | + <-+------------+ (scope `t` ends) | /// : | | | /// |<------+---+-----------------------------------+ (scope `s` ends) /// | /// | (end) /// ``` /// /// The point here is that everything spawned into scope `s` will /// terminate (at latest) at the same point -- right before the /// original call to `rayon::scope` returns. This includes new /// subtasks created by other subtasks (e.g., task `s.1.1`). If a new /// scope is created (such as `t`), the things spawned into that scope /// will be joined before that scope returns, which in turn occurs /// before the creating task (task `s.1.1` in this case) finishes. /// /// There is no guaranteed order of execution for spawns in a scope, /// given that other threads may steal tasks at any time. However, they /// are generally prioritized in a LIFO order on the thread from which /// they were spawned. So in this example, absent any stealing, we can /// expect `s.2` to execute before `s.1`, and `t.2` before `t.1`. Other /// threads always steal from the other end of the deque, like FIFO /// order. The idea is that "recent" tasks are most likely to be fresh /// in the local CPU's cache, while other threads can steal older /// "stale" tasks. For an alternate approach, consider /// [`scope_fifo()`] instead. /// /// [`scope_fifo()`]: fn.scope_fifo.html /// /// # Accessing stack data /// /// In general, spawned tasks may access stack data in place that /// outlives the scope itself. Other data must be fully owned by the /// spawned task. /// /// ```rust /// # use rayon_core as rayon; /// let ok: Vec<i32> = vec![1, 2, 3]; /// rayon::scope(|s| { /// let bad: Vec<i32> = vec![4, 5, 6]; /// s.spawn(|_| { /// // We can access `ok` because outlives the scope `s`. /// println!("ok: {:?}", ok); /// /// // If we just try to use `bad` here, the closure will borrow `bad` /// // (because we are just printing it out, and that only requires a /// // borrow), which will result in a compilation error. Read on /// // for options. /// // println!("bad: {:?}", bad); /// }); /// }); /// ``` /// /// As the comments example above suggest, to reference `bad` we must /// take ownership of it. One way to do this is to detach the closure /// from the surrounding stack frame, using the `move` keyword. This /// will cause it to take ownership of *all* the variables it touches, /// in this case including both `ok` *and* `bad`: /// /// ```rust /// # use rayon_core as rayon; /// let ok: Vec<i32> = vec![1, 2, 3]; /// rayon::scope(|s| { /// let bad: Vec<i32> = vec![4, 5, 6]; /// s.spawn(move |_| { /// println!("ok: {:?}", ok); /// println!("bad: {:?}", bad); /// }); /// /// // That closure is fine, but now we can't use `ok` anywhere else, /// // since it is owend by the previous task: /// // s.spawn(|_| println!("ok: {:?}", ok)); /// }); /// ``` /// /// While this works, it could be a problem if we want to use `ok` elsewhere. /// There are two choices. We can keep the closure as a `move` closure, but /// instead of referencing the variable `ok`, we create a shadowed variable that /// is a borrow of `ok` and capture *that*: /// /// ```rust /// # use rayon_core as rayon; /// let ok: Vec<i32> = vec![1, 2, 3]; /// rayon::scope(|s| { /// let bad: Vec<i32> = vec![4, 5, 6]; /// let ok: &Vec<i32> = &ok; // shadow the original `ok` /// s.spawn(move |_| { /// println!("ok: {:?}", ok); // captures the shadowed version /// println!("bad: {:?}", bad); /// }); /// /// // Now we too can use the shadowed `ok`, since `&Vec<i32>` references /// // can be shared freely. Note that we need a `move` closure here though, /// // because otherwise we'd be trying to borrow the shadowed `ok`, /// // and that doesn't outlive `scope`. /// s.spawn(move |_| println!("ok: {:?}", ok)); /// }); /// ``` /// /// Another option is not to use the `move` keyword but instead to take ownership /// of individual variables: /// /// ```rust /// # use rayon_core as rayon; /// let ok: Vec<i32> = vec![1, 2, 3]; /// rayon::scope(|s| { /// let bad: Vec<i32> = vec![4, 5, 6]; /// s.spawn(|_| { /// // Transfer ownership of `bad` into a local variable (also named `bad`). /// // This will force the closure to take ownership of `bad` from the environment. /// let bad = bad; /// println!("ok: {:?}", ok); // `ok` is only borrowed. /// println!("bad: {:?}", bad); // refers to our local variable, above. /// }); /// /// s.spawn(|_| println!("ok: {:?}", ok)); // we too can borrow `ok` /// }); /// ``` /// /// # Panics /// /// If a panic occurs, either in the closure given to `scope()` or in /// any of the spawned jobs, that panic will be propagated and the /// call to `scope()` will panic. If multiple panics occurs, it is /// non-deterministic which of their panic values will propagate. /// Regardless, once a task is spawned using `scope.spawn()`, it will /// execute, even if the spawning task should later panic. `scope()` /// returns once all spawned jobs have completed, and any panics are /// propagated at that point. pub fn scope<'scope, OP, R>(op: OP) -> R where OP: for<'s> FnOnce(&'s Scope<'scope>) -> R + 'scope + Send, R: Send, { in_worker(|owner_thread, _| { let scope = Scope::<'scope>::new(owner_thread); unsafe { scope.base.complete(owner_thread, || op(&scope)) } }) } /// Create a "fork-join" scope `s` with FIFO order, and invokes the /// closure with a reference to `s`. This closure can then spawn /// asynchronous tasks into `s`. Those tasks may run asynchronously with /// respect to the closure; they may themselves spawn additional tasks /// into `s`. When the closure returns, it will block until all tasks /// that have been spawned into `s` complete. /// /// # Task execution /// /// Tasks in a `scope_fifo()` run similarly to [`scope()`], but there's a /// difference in the order of execution. Consider a similar example: /// /// [`scope()`]: fn.scope.html /// /// ```rust /// # use rayon_core as rayon; /// // point start /// rayon::scope_fifo(|s| { /// s.spawn_fifo(|s| { // task s.1 /// s.spawn_fifo(|s| { // task s.1.1 /// rayon::scope_fifo(|t| { /// t.spawn_fifo(|_| ()); // task t.1 /// t.spawn_fifo(|_| ()); // task t.2 /// }); /// }); /// }); /// s.spawn_fifo(|s| { // task s.2 /// }); /// // point mid /// }); /// // point end /// ``` /// /// The various tasks that are run will execute roughly like so: /// /// ```notrust /// | (start) /// | /// | (FIFO scope `s` created) /// +--------------------+ (task s.1) /// +-------+ (task s.2) | /// | | +---+ (task s.1.1) /// | | | | /// | | | | (FIFO scope `t` created) /// | | | +----------------+ (task t.1) /// | | | +---+ (task t.2) | /// | (mid) | | | | | /// : | | + <-+------------+ (scope `t` ends) /// : | | | /// |<------+------------+---+ (scope `s` ends) /// | /// | (end) /// ``` /// /// Under `scope_fifo()`, the spawns are prioritized in a FIFO order on /// the thread from which they were spawned, as opposed to `scope()`'s /// LIFO. So in this example, we can expect `s.1` to execute before /// `s.2`, and `t.1` before `t.2`. Other threads also steal tasks in /// FIFO order, as usual. Overall, this has roughly the same order as /// the now-deprecated [`breadth_first`] option, except the effect is /// isolated to a particular scope. If spawns are intermingled from any /// combination of `scope()` and `scope_fifo()`, or from different /// threads, their order is only specified with respect to spawns in the /// same scope and thread. /// /// For more details on this design, see Rayon [RFC #1]. /// /// [`breadth_first`]: struct.ThreadPoolBuilder.html#method.breadth_first /// [RFC #1]: https://github.com/rayon-rs/rfcs/blob/master/accepted/rfc0001-scope-scheduling.md /// /// # Panics /// /// If a panic occurs, either in the closure given to `scope_fifo()` or /// in any of the spawned jobs, that panic will be propagated and the /// call to `scope_fifo()` will panic. If multiple panics occurs, it is /// non-deterministic which of their panic values will propagate. /// Regardless, once a task is spawned using `scope.spawn_fifo()`, it /// will execute, even if the spawning task should later panic. /// `scope_fifo()` returns once all spawned jobs have completed, and any /// panics are propagated at that point. pub fn scope_fifo<'scope, OP, R>(op: OP) -> R where OP: for<'s> FnOnce(&'s ScopeFifo<'scope>) -> R + 'scope + Send, R: Send, { in_worker(|owner_thread, _| { let scope = ScopeFifo::<'scope>::new(owner_thread); unsafe { scope.base.complete(owner_thread, || op(&scope)) } }) } impl<'scope> Scope<'scope> { fn new(owner_thread: &WorkerThread) -> Self { Scope { base: ScopeBase::new(owner_thread), } } /// Spawns a job into the fork-join scope `self`. This job will /// execute sometime before the fork-join scope completes. The /// job is specified as a closure, and this closure receives its /// own reference to the scope `self` as argument. This can be /// used to inject new jobs into `self`. /// /// # Returns /// /// Nothing. The spawned closures cannot pass back values to the /// caller directly, though they can write to local variables on /// the stack (if those variables outlive the scope) or /// communicate through shared channels. /// /// (The intention is to eventualy integrate with Rust futures to /// support spawns of functions that compute a value.) /// /// # Examples /// /// ```rust /// # use rayon_core as rayon; /// let mut value_a = None; /// let mut value_b = None; /// let mut value_c = None; /// rayon::scope(|s| { /// s.spawn(|s1| { /// // ^ this is the same scope as `s`; this handle `s1` /// // is intended for use by the spawned task, /// // since scope handles cannot cross thread boundaries. /// /// value_a = Some(22); /// /// // the scope `s` will not end until all these tasks are done /// s1.spawn(|_| { /// value_b = Some(44); /// }); /// }); /// /// s.spawn(|_| { /// value_c = Some(66); /// }); /// }); /// assert_eq!(value_a, Some(22)); /// assert_eq!(value_b, Some(44)); /// assert_eq!(value_c, Some(66)); /// ``` /// /// # See also /// /// The [`scope` function] has more extensive documentation about /// task spawning. /// /// [`scope` function]: fn.scope.html pub fn spawn<BODY>(&self, body: BODY) where BODY: FnOnce(&Scope<'scope>) + Send + 'scope, { self.base.increment(); unsafe { let job_ref = Box::new(HeapJob::new(move || { self.base.execute_job(move || body(self)) })) .as_job_ref(); // Since `Scope` implements `Sync`, we can't be sure that we're still in a // thread of this pool, so we can't just push to the local worker thread. self.base.registry.inject_or_push(job_ref); } } } impl<'scope> ScopeFifo<'scope> { fn new(owner_thread: &WorkerThread) -> Self { let num_threads = owner_thread.registry().num_threads(); ScopeFifo { base: ScopeBase::new(owner_thread), fifos: (0..num_threads).map(|_| JobFifo::new()).collect(), } } /// Spawns a job into the fork-join scope `self`. This job will /// execute sometime before the fork-join scope completes. The /// job is specified as a closure, and this closure receives its /// own reference to the scope `self` as argument. This can be /// used to inject new jobs into `self`. /// /// # See also /// /// This method is akin to [`Scope::spawn()`], but with a FIFO /// priority. The [`scope_fifo` function] has more details about /// this distinction. /// /// [`Scope::spawn()`]: struct.Scope.html#method.spawn /// [`scope_fifo` function]: fn.scope.html pub fn spawn_fifo<BODY>(&self, body: BODY) where BODY: FnOnce(&ScopeFifo<'scope>) + Send + 'scope, { self.base.increment(); unsafe { let job_ref = Box::new(HeapJob::new(move || { self.base.execute_job(move || body(self)) })) .as_job_ref(); // If we're in the pool, use our scope's private fifo for this thread to execute // in a locally-FIFO order. Otherwise, just use the pool's global injector. match self.base.registry.current_thread() { Some(worker) => { let fifo = &self.fifos[worker.index()]; worker.push(fifo.push(job_ref)); } None => self.base.registry.inject(&[job_ref]), } } } } impl<'scope> ScopeBase<'scope> { /// Create the base of a new scope for the given worker thread fn new(owner_thread: &WorkerThread) -> Self { ScopeBase { owner_thread_index: owner_thread.index(), registry: owner_thread.registry().clone(), panic: AtomicPtr::new(ptr::null_mut()), job_completed_latch: CountLatch::new(), marker: PhantomData, } } fn increment(&self) { self.job_completed_latch.increment(); } /// Executes `func` as a job, either aborting or executing as /// appropriate. /// /// Unsafe because it must be executed on a worker thread. unsafe fn complete<FUNC, R>(&self, owner_thread: &WorkerThread, func: FUNC) -> R where FUNC: FnOnce() -> R, { let result = self.execute_job_closure(func); self.steal_till_jobs_complete(owner_thread); result.unwrap() // only None if `op` panicked, and that would have been propagated } /// Executes `func` as a job, either aborting or executing as /// appropriate. /// /// Unsafe because it must be executed on a worker thread. unsafe fn execute_job<FUNC>(&self, func: FUNC) where FUNC: FnOnce(), { let _: Option<()> = self.execute_job_closure(func); } /// Executes `func` as a job in scope. Adjusts the "job completed" /// counters and also catches any panic and stores it into /// `scope`. /// /// Unsafe because this must be executed on a worker thread. unsafe fn execute_job_closure<FUNC, R>(&self, func: FUNC) -> Option<R> where FUNC: FnOnce() -> R, { match unwind::halt_unwinding(func) { Ok(r) => { self.job_completed_ok(); Some(r) } Err(err) => { self.job_panicked(err); None } } } unsafe fn job_panicked(&self, err: Box<dyn Any + Send + 'static>) { // capture the first error we see, free the rest let nil = ptr::null_mut(); let mut err = Box::new(err); // box up the fat ptr if self .panic .compare_exchange(nil, &mut *err, Ordering::Release, Ordering::Relaxed) .is_ok() { log!(JobPanickedErrorStored { owner_thread: self.owner_thread_index }); mem::forget(err); // ownership now transferred into self.panic } else { log!(JobPanickedErrorNotStored { owner_thread: self.owner_thread_index }); } self.job_completed_latch.set(); } unsafe fn job_completed_ok(&self) { log!(JobCompletedOk { owner_thread: self.owner_thread_index }); self.job_completed_latch.set(); } unsafe fn steal_till_jobs_complete(&self, owner_thread: &WorkerThread) { // wait for job counter to reach 0: owner_thread.wait_until(&self.job_completed_latch); // propagate panic, if any occurred; at this point, all // outstanding jobs have completed, so we can use a relaxed // ordering: let panic = self.panic.swap(ptr::null_mut(), Ordering::Relaxed); if !panic.is_null() { log!(ScopeCompletePanicked { owner_thread: owner_thread.index() }); let value: Box<Box<dyn Any + Send + 'static>> = mem::transmute(panic); unwind::resume_unwinding(*value); } else { log!(ScopeCompleteNoPanic { owner_thread: owner_thread.index() }); } } } impl<'scope> fmt::Debug for Scope<'scope> { fn fmt(&self, fmt: &mut fmt::Formatter<'_>) -> fmt::Result { fmt.debug_struct("Scope") .field("pool_id", &self.base.registry.id()) .field("owner_thread_index", &self.base.owner_thread_index) .field("panic", &self.base.panic) .field("job_completed_latch", &self.base.job_completed_latch) .finish() } } impl<'scope> fmt::Debug for ScopeFifo<'scope> { fn fmt(&self, fmt: &mut fmt::Formatter<'_>) -> fmt::Result { fmt.debug_struct("ScopeFifo") .field("num_fifos", &self.fifos.len()) .field("pool_id", &self.base.registry.id()) .field("owner_thread_index", &self.base.owner_thread_index) .field("panic", &self.base.panic) .field("job_completed_latch", &self.base.job_completed_latch) .finish() } }