1Runtime locking correctness validator 2===================================== 3 4started by Ingo Molnar <mingo@redhat.com> 5 6additions by Arjan van de Ven <arjan@linux.intel.com> 7 8Lock-class 9---------- 10 11The basic object the validator operates upon is a 'class' of locks. 12 13A class of locks is a group of locks that are logically the same with 14respect to locking rules, even if the locks may have multiple (possibly 15tens of thousands of) instantiations. For example a lock in the inode 16struct is one class, while each inode has its own instantiation of that 17lock class. 18 19The validator tracks the 'usage state' of lock-classes, and it tracks 20the dependencies between different lock-classes. Lock usage indicates 21how a lock is used with regard to its IRQ contexts, while lock 22dependency can be understood as lock order, where L1 -> L2 suggests that 23a task is attempting to acquire L2 while holding L1. From lockdep's 24perspective, the two locks (L1 and L2) are not necessarily related; that 25dependency just means the order ever happened. The validator maintains a 26continuing effort to prove lock usages and dependencies are correct or 27the validator will shoot a splat if incorrect. 28 29A lock-class's behavior is constructed by its instances collectively: 30when the first instance of a lock-class is used after bootup the class 31gets registered, then all (subsequent) instances will be mapped to the 32class and hence their usages and dependecies will contribute to those of 33the class. A lock-class does not go away when a lock instance does, but 34it can be removed if the memory space of the lock class (static or 35dynamic) is reclaimed, this happens for example when a module is 36unloaded or a workqueue is destroyed. 37 38State 39----- 40 41The validator tracks lock-class usage history and divides the usage into 42(4 usages * n STATEs + 1) categories: 43 44where the 4 usages can be: 45 46- 'ever held in STATE context' 47- 'ever held as readlock in STATE context' 48- 'ever held with STATE enabled' 49- 'ever held as readlock with STATE enabled' 50 51where the n STATEs are coded in kernel/locking/lockdep_states.h and as of 52now they include: 53 54- hardirq 55- softirq 56 57where the last 1 category is: 58 59- 'ever used' [ == !unused ] 60 61When locking rules are violated, these usage bits are presented in the 62locking error messages, inside curlies, with a total of 2 * n STATEs bits. 63A contrived example:: 64 65 modprobe/2287 is trying to acquire lock: 66 (&sio_locks[i].lock){-.-.}, at: [<c02867fd>] mutex_lock+0x21/0x24 67 68 but task is already holding lock: 69 (&sio_locks[i].lock){-.-.}, at: [<c02867fd>] mutex_lock+0x21/0x24 70 71 72For a given lock, the bit positions from left to right indicate the usage 73of the lock and readlock (if exists), for each of the n STATEs listed 74above respectively, and the character displayed at each bit position 75indicates: 76 77 === =================================================== 78 '.' acquired while irqs disabled and not in irq context 79 '-' acquired in irq context 80 '+' acquired with irqs enabled 81 '?' acquired in irq context with irqs enabled. 82 === =================================================== 83 84The bits are illustrated with an example:: 85 86 (&sio_locks[i].lock){-.-.}, at: [<c02867fd>] mutex_lock+0x21/0x24 87 |||| 88 ||| \-> softirq disabled and not in softirq context 89 || \--> acquired in softirq context 90 | \---> hardirq disabled and not in hardirq context 91 \----> acquired in hardirq context 92 93 94For a given STATE, whether the lock is ever acquired in that STATE 95context and whether that STATE is enabled yields four possible cases as 96shown in the table below. The bit character is able to indicate which 97exact case is for the lock as of the reporting time. 98 99 +--------------+-------------+--------------+ 100 | | irq enabled | irq disabled | 101 +--------------+-------------+--------------+ 102 | ever in irq | '?' | '-' | 103 +--------------+-------------+--------------+ 104 | never in irq | '+' | '.' | 105 +--------------+-------------+--------------+ 106 107The character '-' suggests irq is disabled because if otherwise the 108charactor '?' would have been shown instead. Similar deduction can be 109applied for '+' too. 110 111Unused locks (e.g., mutexes) cannot be part of the cause of an error. 112 113 114Single-lock state rules: 115------------------------ 116 117A lock is irq-safe means it was ever used in an irq context, while a lock 118is irq-unsafe means it was ever acquired with irq enabled. 119 120A softirq-unsafe lock-class is automatically hardirq-unsafe as well. The 121following states must be exclusive: only one of them is allowed to be set 122for any lock-class based on its usage:: 123 124 <hardirq-safe> or <hardirq-unsafe> 125 <softirq-safe> or <softirq-unsafe> 126 127This is because if a lock can be used in irq context (irq-safe) then it 128cannot be ever acquired with irq enabled (irq-unsafe). Otherwise, a 129deadlock may happen. For example, in the scenario that after this lock 130was acquired but before released, if the context is interrupted this 131lock will be attempted to acquire twice, which creates a deadlock, 132referred to as lock recursion deadlock. 133 134The validator detects and reports lock usage that violates these 135single-lock state rules. 136 137Multi-lock dependency rules: 138---------------------------- 139 140The same lock-class must not be acquired twice, because this could lead 141to lock recursion deadlocks. 142 143Furthermore, two locks can not be taken in inverse order:: 144 145 <L1> -> <L2> 146 <L2> -> <L1> 147 148because this could lead to a deadlock - referred to as lock inversion 149deadlock - as attempts to acquire the two locks form a circle which 150could lead to the two contexts waiting for each other permanently. The 151validator will find such dependency circle in arbitrary complexity, 152i.e., there can be any other locking sequence between the acquire-lock 153operations; the validator will still find whether these locks can be 154acquired in a circular fashion. 155 156Furthermore, the following usage based lock dependencies are not allowed 157between any two lock-classes:: 158 159 <hardirq-safe> -> <hardirq-unsafe> 160 <softirq-safe> -> <softirq-unsafe> 161 162The first rule comes from the fact that a hardirq-safe lock could be 163taken by a hardirq context, interrupting a hardirq-unsafe lock - and 164thus could result in a lock inversion deadlock. Likewise, a softirq-safe 165lock could be taken by an softirq context, interrupting a softirq-unsafe 166lock. 167 168The above rules are enforced for any locking sequence that occurs in the 169kernel: when acquiring a new lock, the validator checks whether there is 170any rule violation between the new lock and any of the held locks. 171 172When a lock-class changes its state, the following aspects of the above 173dependency rules are enforced: 174 175- if a new hardirq-safe lock is discovered, we check whether it 176 took any hardirq-unsafe lock in the past. 177 178- if a new softirq-safe lock is discovered, we check whether it took 179 any softirq-unsafe lock in the past. 180 181- if a new hardirq-unsafe lock is discovered, we check whether any 182 hardirq-safe lock took it in the past. 183 184- if a new softirq-unsafe lock is discovered, we check whether any 185 softirq-safe lock took it in the past. 186 187(Again, we do these checks too on the basis that an interrupt context 188could interrupt _any_ of the irq-unsafe or hardirq-unsafe locks, which 189could lead to a lock inversion deadlock - even if that lock scenario did 190not trigger in practice yet.) 191 192Exception: Nested data dependencies leading to nested locking 193------------------------------------------------------------- 194 195There are a few cases where the Linux kernel acquires more than one 196instance of the same lock-class. Such cases typically happen when there 197is some sort of hierarchy within objects of the same type. In these 198cases there is an inherent "natural" ordering between the two objects 199(defined by the properties of the hierarchy), and the kernel grabs the 200locks in this fixed order on each of the objects. 201 202An example of such an object hierarchy that results in "nested locking" 203is that of a "whole disk" block-dev object and a "partition" block-dev 204object; the partition is "part of" the whole device and as long as one 205always takes the whole disk lock as a higher lock than the partition 206lock, the lock ordering is fully correct. The validator does not 207automatically detect this natural ordering, as the locking rule behind 208the ordering is not static. 209 210In order to teach the validator about this correct usage model, new 211versions of the various locking primitives were added that allow you to 212specify a "nesting level". An example call, for the block device mutex, 213looks like this:: 214 215 enum bdev_bd_mutex_lock_class 216 { 217 BD_MUTEX_NORMAL, 218 BD_MUTEX_WHOLE, 219 BD_MUTEX_PARTITION 220 }; 221 222 mutex_lock_nested(&bdev->bd_contains->bd_mutex, BD_MUTEX_PARTITION); 223 224In this case the locking is done on a bdev object that is known to be a 225partition. 226 227The validator treats a lock that is taken in such a nested fashion as a 228separate (sub)class for the purposes of validation. 229 230Note: When changing code to use the _nested() primitives, be careful and 231check really thoroughly that the hierarchy is correctly mapped; otherwise 232you can get false positives or false negatives. 233 234Annotations 235----------- 236 237Two constructs can be used to annotate and check where and if certain locks 238must be held: lockdep_assert_held*(&lock) and lockdep_*pin_lock(&lock). 239 240As the name suggests, lockdep_assert_held* family of macros assert that a 241particular lock is held at a certain time (and generate a WARN() otherwise). 242This annotation is largely used all over the kernel, e.g. kernel/sched/ 243core.c:: 244 245 void update_rq_clock(struct rq *rq) 246 { 247 s64 delta; 248 249 lockdep_assert_held(&rq->lock); 250 [...] 251 } 252 253where holding rq->lock is required to safely update a rq's clock. 254 255The other family of macros is lockdep_*pin_lock(), which is admittedly only 256used for rq->lock ATM. Despite their limited adoption these annotations 257generate a WARN() if the lock of interest is "accidentally" unlocked. This turns 258out to be especially helpful to debug code with callbacks, where an upper 259layer assumes a lock remains taken, but a lower layer thinks it can maybe drop 260and reacquire the lock ("unwittingly" introducing races). lockdep_pin_lock() 261returns a 'struct pin_cookie' that is then used by lockdep_unpin_lock() to check 262that nobody tampered with the lock, e.g. kernel/sched/sched.h:: 263 264 static inline void rq_pin_lock(struct rq *rq, struct rq_flags *rf) 265 { 266 rf->cookie = lockdep_pin_lock(&rq->lock); 267 [...] 268 } 269 270 static inline void rq_unpin_lock(struct rq *rq, struct rq_flags *rf) 271 { 272 [...] 273 lockdep_unpin_lock(&rq->lock, rf->cookie); 274 } 275 276While comments about locking requirements might provide useful information, 277the runtime checks performed by annotations are invaluable when debugging 278locking problems and they carry the same level of details when inspecting 279code. Always prefer annotations when in doubt! 280 281Proof of 100% correctness: 282-------------------------- 283 284The validator achieves perfect, mathematical 'closure' (proof of locking 285correctness) in the sense that for every simple, standalone single-task 286locking sequence that occurred at least once during the lifetime of the 287kernel, the validator proves it with a 100% certainty that no 288combination and timing of these locking sequences can cause any class of 289lock related deadlock. [1]_ 290 291I.e. complex multi-CPU and multi-task locking scenarios do not have to 292occur in practice to prove a deadlock: only the simple 'component' 293locking chains have to occur at least once (anytime, in any 294task/context) for the validator to be able to prove correctness. (For 295example, complex deadlocks that would normally need more than 3 CPUs and 296a very unlikely constellation of tasks, irq-contexts and timings to 297occur, can be detected on a plain, lightly loaded single-CPU system as 298well!) 299 300This radically decreases the complexity of locking related QA of the 301kernel: what has to be done during QA is to trigger as many "simple" 302single-task locking dependencies in the kernel as possible, at least 303once, to prove locking correctness - instead of having to trigger every 304possible combination of locking interaction between CPUs, combined with 305every possible hardirq and softirq nesting scenario (which is impossible 306to do in practice). 307 308.. [1] 309 310 assuming that the validator itself is 100% correct, and no other 311 part of the system corrupts the state of the validator in any way. 312 We also assume that all NMI/SMM paths [which could interrupt 313 even hardirq-disabled codepaths] are correct and do not interfere 314 with the validator. We also assume that the 64-bit 'chain hash' 315 value is unique for every lock-chain in the system. Also, lock 316 recursion must not be higher than 20. 317 318Performance: 319------------ 320 321The above rules require **massive** amounts of runtime checking. If we did 322that for every lock taken and for every irqs-enable event, it would 323render the system practically unusably slow. The complexity of checking 324is O(N^2), so even with just a few hundred lock-classes we'd have to do 325tens of thousands of checks for every event. 326 327This problem is solved by checking any given 'locking scenario' (unique 328sequence of locks taken after each other) only once. A simple stack of 329held locks is maintained, and a lightweight 64-bit hash value is 330calculated, which hash is unique for every lock chain. The hash value, 331when the chain is validated for the first time, is then put into a hash 332table, which hash-table can be checked in a lockfree manner. If the 333locking chain occurs again later on, the hash table tells us that we 334don't have to validate the chain again. 335 336Troubleshooting: 337---------------- 338 339The validator tracks a maximum of MAX_LOCKDEP_KEYS number of lock classes. 340Exceeding this number will trigger the following lockdep warning:: 341 342 (DEBUG_LOCKS_WARN_ON(id >= MAX_LOCKDEP_KEYS)) 343 344By default, MAX_LOCKDEP_KEYS is currently set to 8191, and typical 345desktop systems have less than 1,000 lock classes, so this warning 346normally results from lock-class leakage or failure to properly 347initialize locks. These two problems are illustrated below: 348 3491. Repeated module loading and unloading while running the validator 350 will result in lock-class leakage. The issue here is that each 351 load of the module will create a new set of lock classes for 352 that module's locks, but module unloading does not remove old 353 classes (see below discussion of reuse of lock classes for why). 354 Therefore, if that module is loaded and unloaded repeatedly, 355 the number of lock classes will eventually reach the maximum. 356 3572. Using structures such as arrays that have large numbers of 358 locks that are not explicitly initialized. For example, 359 a hash table with 8192 buckets where each bucket has its own 360 spinlock_t will consume 8192 lock classes -unless- each spinlock 361 is explicitly initialized at runtime, for example, using the 362 run-time spin_lock_init() as opposed to compile-time initializers 363 such as __SPIN_LOCK_UNLOCKED(). Failure to properly initialize 364 the per-bucket spinlocks would guarantee lock-class overflow. 365 In contrast, a loop that called spin_lock_init() on each lock 366 would place all 8192 locks into a single lock class. 367 368 The moral of this story is that you should always explicitly 369 initialize your locks. 370 371One might argue that the validator should be modified to allow 372lock classes to be reused. However, if you are tempted to make this 373argument, first review the code and think through the changes that would 374be required, keeping in mind that the lock classes to be removed are 375likely to be linked into the lock-dependency graph. This turns out to 376be harder to do than to say. 377 378Of course, if you do run out of lock classes, the next thing to do is 379to find the offending lock classes. First, the following command gives 380you the number of lock classes currently in use along with the maximum:: 381 382 grep "lock-classes" /proc/lockdep_stats 383 384This command produces the following output on a modest system:: 385 386 lock-classes: 748 [max: 8191] 387 388If the number allocated (748 above) increases continually over time, 389then there is likely a leak. The following command can be used to 390identify the leaking lock classes:: 391 392 grep "BD" /proc/lockdep 393 394Run the command and save the output, then compare against the output from 395a later run of this command to identify the leakers. This same output 396can also help you find situations where runtime lock initialization has 397been omitted. 398 399Recursive read locks: 400--------------------- 401The whole of the rest document tries to prove a certain type of cycle is equivalent 402to deadlock possibility. 403 404There are three types of lockers: writers (i.e. exclusive lockers, like 405spin_lock() or write_lock()), non-recursive readers (i.e. shared lockers, like 406down_read()) and recursive readers (recursive shared lockers, like rcu_read_lock()). 407And we use the following notations of those lockers in the rest of the document: 408 409 W or E: stands for writers (exclusive lockers). 410 r: stands for non-recursive readers. 411 R: stands for recursive readers. 412 S: stands for all readers (non-recursive + recursive), as both are shared lockers. 413 N: stands for writers and non-recursive readers, as both are not recursive. 414 415Obviously, N is "r or W" and S is "r or R". 416 417Recursive readers, as their name indicates, are the lockers allowed to acquire 418even inside the critical section of another reader of the same lock instance, 419in other words, allowing nested read-side critical sections of one lock instance. 420 421While non-recursive readers will cause a self deadlock if trying to acquire inside 422the critical section of another reader of the same lock instance. 423 424The difference between recursive readers and non-recursive readers is because: 425recursive readers get blocked only by a write lock *holder*, while non-recursive 426readers could get blocked by a write lock *waiter*. Considering the follow 427example:: 428 429 TASK A: TASK B: 430 431 read_lock(X); 432 write_lock(X); 433 read_lock_2(X); 434 435Task A gets the reader (no matter whether recursive or non-recursive) on X via 436read_lock() first. And when task B tries to acquire writer on X, it will block 437and become a waiter for writer on X. Now if read_lock_2() is recursive readers, 438task A will make progress, because writer waiters don't block recursive readers, 439and there is no deadlock. However, if read_lock_2() is non-recursive readers, 440it will get blocked by writer waiter B, and cause a self deadlock. 441 442Block conditions on readers/writers of the same lock instance: 443-------------------------------------------------------------- 444There are simply four block conditions: 445 4461. Writers block other writers. 4472. Readers block writers. 4483. Writers block both recursive readers and non-recursive readers. 4494. And readers (recursive or not) don't block other recursive readers but 450 may block non-recursive readers (because of the potential co-existing 451 writer waiters) 452 453Block condition matrix, Y means the row blocks the column, and N means otherwise. 454 455 +---+---+---+---+ 456 | | E | r | R | 457 +---+---+---+---+ 458 | E | Y | Y | Y | 459 +---+---+---+---+ 460 | r | Y | Y | N | 461 +---+---+---+---+ 462 | R | Y | Y | N | 463 +---+---+---+---+ 464 465 (W: writers, r: non-recursive readers, R: recursive readers) 466 467 468acquired recursively. Unlike non-recursive read locks, recursive read locks 469only get blocked by current write lock *holders* other than write lock 470*waiters*, for example:: 471 472 TASK A: TASK B: 473 474 read_lock(X); 475 476 write_lock(X); 477 478 read_lock(X); 479 480is not a deadlock for recursive read locks, as while the task B is waiting for 481the lock X, the second read_lock() doesn't need to wait because it's a recursive 482read lock. However if the read_lock() is non-recursive read lock, then the above 483case is a deadlock, because even if the write_lock() in TASK B cannot get the 484lock, but it can block the second read_lock() in TASK A. 485 486Note that a lock can be a write lock (exclusive lock), a non-recursive read 487lock (non-recursive shared lock) or a recursive read lock (recursive shared 488lock), depending on the lock operations used to acquire it (more specifically, 489the value of the 'read' parameter for lock_acquire()). In other words, a single 490lock instance has three types of acquisition depending on the acquisition 491functions: exclusive, non-recursive read, and recursive read. 492 493To be concise, we call that write locks and non-recursive read locks as 494"non-recursive" locks and recursive read locks as "recursive" locks. 495 496Recursive locks don't block each other, while non-recursive locks do (this is 497even true for two non-recursive read locks). A non-recursive lock can block the 498corresponding recursive lock, and vice versa. 499 500A deadlock case with recursive locks involved is as follow:: 501 502 TASK A: TASK B: 503 504 read_lock(X); 505 read_lock(Y); 506 write_lock(Y); 507 write_lock(X); 508 509Task A is waiting for task B to read_unlock() Y and task B is waiting for task 510A to read_unlock() X. 511 512Dependency types and strong dependency paths: 513--------------------------------------------- 514Lock dependencies record the orders of the acquisitions of a pair of locks, and 515because there are 3 types for lockers, there are, in theory, 9 types of lock 516dependencies, but we can show that 4 types of lock dependencies are enough for 517deadlock detection. 518 519For each lock dependency:: 520 521 L1 -> L2 522 523, which means lockdep has seen L1 held before L2 held in the same context at runtime. 524And in deadlock detection, we care whether we could get blocked on L2 with L1 held, 525IOW, whether there is a locker L3 that L1 blocks L3 and L2 gets blocked by L3. So 526we only care about 1) what L1 blocks and 2) what blocks L2. As a result, we can combine 527recursive readers and non-recursive readers for L1 (as they block the same types) and 528we can combine writers and non-recursive readers for L2 (as they get blocked by the 529same types). 530 531With the above combination for simplification, there are 4 types of dependency edges 532in the lockdep graph: 533 5341) -(ER)->: 535 exclusive writer to recursive reader dependency, "X -(ER)-> Y" means 536 X -> Y and X is a writer and Y is a recursive reader. 537 5382) -(EN)->: 539 exclusive writer to non-recursive locker dependency, "X -(EN)-> Y" means 540 X -> Y and X is a writer and Y is either a writer or non-recursive reader. 541 5423) -(SR)->: 543 shared reader to recursive reader dependency, "X -(SR)-> Y" means 544 X -> Y and X is a reader (recursive or not) and Y is a recursive reader. 545 5464) -(SN)->: 547 shared reader to non-recursive locker dependency, "X -(SN)-> Y" means 548 X -> Y and X is a reader (recursive or not) and Y is either a writer or 549 non-recursive reader. 550 551Note that given two locks, they may have multiple dependencies between them, 552for example:: 553 554 TASK A: 555 556 read_lock(X); 557 write_lock(Y); 558 ... 559 560 TASK B: 561 562 write_lock(X); 563 write_lock(Y); 564 565, we have both X -(SN)-> Y and X -(EN)-> Y in the dependency graph. 566 567We use -(xN)-> to represent edges that are either -(EN)-> or -(SN)->, the 568similar for -(Ex)->, -(xR)-> and -(Sx)-> 569 570A "path" is a series of conjunct dependency edges in the graph. And we define a 571"strong" path, which indicates the strong dependency throughout each dependency 572in the path, as the path that doesn't have two conjunct edges (dependencies) as 573-(xR)-> and -(Sx)->. In other words, a "strong" path is a path from a lock 574walking to another through the lock dependencies, and if X -> Y -> Z is in the 575path (where X, Y, Z are locks), and the walk from X to Y is through a -(SR)-> or 576-(ER)-> dependency, the walk from Y to Z must not be through a -(SN)-> or 577-(SR)-> dependency. 578 579We will see why the path is called "strong" in next section. 580 581Recursive Read Deadlock Detection: 582---------------------------------- 583 584We now prove two things: 585 586Lemma 1: 587 588If there is a closed strong path (i.e. a strong circle), then there is a 589combination of locking sequences that causes deadlock. I.e. a strong circle is 590sufficient for deadlock detection. 591 592Lemma 2: 593 594If there is no closed strong path (i.e. strong circle), then there is no 595combination of locking sequences that could cause deadlock. I.e. strong 596circles are necessary for deadlock detection. 597 598With these two Lemmas, we can easily say a closed strong path is both sufficient 599and necessary for deadlocks, therefore a closed strong path is equivalent to 600deadlock possibility. As a closed strong path stands for a dependency chain that 601could cause deadlocks, so we call it "strong", considering there are dependency 602circles that won't cause deadlocks. 603 604Proof for sufficiency (Lemma 1): 605 606Let's say we have a strong circle:: 607 608 L1 -> L2 ... -> Ln -> L1 609 610, which means we have dependencies:: 611 612 L1 -> L2 613 L2 -> L3 614 ... 615 Ln-1 -> Ln 616 Ln -> L1 617 618We now can construct a combination of locking sequences that cause deadlock: 619 620Firstly let's make one CPU/task get the L1 in L1 -> L2, and then another get 621the L2 in L2 -> L3, and so on. After this, all of the Lx in Lx -> Lx+1 are 622held by different CPU/tasks. 623 624And then because we have L1 -> L2, so the holder of L1 is going to acquire L2 625in L1 -> L2, however since L2 is already held by another CPU/task, plus L1 -> 626L2 and L2 -> L3 are not -(xR)-> and -(Sx)-> (the definition of strong), which 627means either L2 in L1 -> L2 is a non-recursive locker (blocked by anyone) or 628the L2 in L2 -> L3, is writer (blocking anyone), therefore the holder of L1 629cannot get L2, it has to wait L2's holder to release. 630 631Moreover, we can have a similar conclusion for L2's holder: it has to wait L3's 632holder to release, and so on. We now can prove that Lx's holder has to wait for 633Lx+1's holder to release, and note that Ln+1 is L1, so we have a circular 634waiting scenario and nobody can get progress, therefore a deadlock. 635 636Proof for necessary (Lemma 2): 637 638Lemma 2 is equivalent to: If there is a deadlock scenario, then there must be a 639strong circle in the dependency graph. 640 641According to Wikipedia[1], if there is a deadlock, then there must be a circular 642waiting scenario, means there are N CPU/tasks, where CPU/task P1 is waiting for 643a lock held by P2, and P2 is waiting for a lock held by P3, ... and Pn is waiting 644for a lock held by P1. Let's name the lock Px is waiting as Lx, so since P1 is waiting 645for L1 and holding Ln, so we will have Ln -> L1 in the dependency graph. Similarly, 646we have L1 -> L2, L2 -> L3, ..., Ln-1 -> Ln in the dependency graph, which means we 647have a circle:: 648 649 Ln -> L1 -> L2 -> ... -> Ln 650 651, and now let's prove the circle is strong: 652 653For a lock Lx, Px contributes the dependency Lx-1 -> Lx and Px+1 contributes 654the dependency Lx -> Lx+1, and since Px is waiting for Px+1 to release Lx, 655so it's impossible that Lx on Px+1 is a reader and Lx on Px is a recursive 656reader, because readers (no matter recursive or not) don't block recursive 657readers, therefore Lx-1 -> Lx and Lx -> Lx+1 cannot be a -(xR)-> -(Sx)-> pair, 658and this is true for any lock in the circle, therefore, the circle is strong. 659 660References: 661----------- 662[1]: https://en.wikipedia.org/wiki/Deadlock 663[2]: Shibu, K. (2009). Intro To Embedded Systems (1st ed.). Tata McGraw-Hill 664