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--- | ||
status: collected | ||
title: "Kernel Concurrency Sanitizer (KCSAN)" | ||
author: Linux Kernel Community | ||
collector: tttturtle-russ | ||
collected_date: 20240718 | ||
link: https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/tree/Documentation/dev-tools/kcsan.rst | ||
--- | ||
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# Kernel Concurrency Sanitizer (KCSAN) | ||
|
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The Kernel Concurrency Sanitizer (KCSAN) is a dynamic race detector, | ||
which relies on compile-time instrumentation, and uses a | ||
watchpoint-based sampling approach to detect races. KCSAN\'s primary | ||
purpose is to detect [data races](#data-races). | ||
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## Usage | ||
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KCSAN is supported by both GCC and Clang. With GCC we require version 11 | ||
or later, and with Clang also require version 11 or later. | ||
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To enable KCSAN configure the kernel with: | ||
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CONFIG_KCSAN = y | ||
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KCSAN provides several other configuration options to customize | ||
behaviour (see the respective help text in `lib/Kconfig.kcsan` for more | ||
info). | ||
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### Error reports | ||
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A typical data race report looks like this: | ||
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================================================================== | ||
BUG: KCSAN: data-race in test_kernel_read / test_kernel_write | ||
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write to 0xffffffffc009a628 of 8 bytes by task 487 on cpu 0: | ||
test_kernel_write+0x1d/0x30 | ||
access_thread+0x89/0xd0 | ||
kthread+0x23e/0x260 | ||
ret_from_fork+0x22/0x30 | ||
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read to 0xffffffffc009a628 of 8 bytes by task 488 on cpu 6: | ||
test_kernel_read+0x10/0x20 | ||
access_thread+0x89/0xd0 | ||
kthread+0x23e/0x260 | ||
ret_from_fork+0x22/0x30 | ||
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value changed: 0x00000000000009a6 -> 0x00000000000009b2 | ||
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Reported by Kernel Concurrency Sanitizer on: | ||
CPU: 6 PID: 488 Comm: access_thread Not tainted 5.12.0-rc2+ #1 | ||
Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.14.0-2 04/01/2014 | ||
================================================================== | ||
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The header of the report provides a short summary of the functions | ||
involved in the race. It is followed by the access types and stack | ||
traces of the 2 threads involved in the data race. If KCSAN also | ||
observed a value change, the observed old value and new value are shown | ||
on the \"value changed\" line respectively. | ||
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The other less common type of data race report looks like this: | ||
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================================================================== | ||
BUG: KCSAN: data-race in test_kernel_rmw_array+0x71/0xd0 | ||
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race at unknown origin, with read to 0xffffffffc009bdb0 of 8 bytes by task 515 on cpu 2: | ||
test_kernel_rmw_array+0x71/0xd0 | ||
access_thread+0x89/0xd0 | ||
kthread+0x23e/0x260 | ||
ret_from_fork+0x22/0x30 | ||
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value changed: 0x0000000000002328 -> 0x0000000000002329 | ||
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Reported by Kernel Concurrency Sanitizer on: | ||
CPU: 2 PID: 515 Comm: access_thread Not tainted 5.12.0-rc2+ #1 | ||
Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS 1.14.0-2 04/01/2014 | ||
================================================================== | ||
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This report is generated where it was not possible to determine the | ||
other racing thread, but a race was inferred due to the data value of | ||
the watched memory location having changed. These reports always show a | ||
\"value changed\" line. A common reason for reports of this type are | ||
missing instrumentation in the racing thread, but could also occur due | ||
to e.g. DMA accesses. Such reports are shown only if | ||
`CONFIG_KCSAN_REPORT_RACE_UNKNOWN_ORIGIN=y`, which is enabled by | ||
default. | ||
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### Selective analysis | ||
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It may be desirable to disable data race detection for specific | ||
accesses, functions, compilation units, or entire subsystems. For static | ||
blacklisting, the below options are available: | ||
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- KCSAN understands the `data_race(expr)` annotation, which tells | ||
KCSAN that any data races due to accesses in `expr` should be | ||
ignored and resulting behaviour when encountering a data race is | ||
deemed safe. Please see [\"Marking Shared-Memory Accesses\" in the | ||
LKMM](https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/tree/tools/memory-model/Documentation/access-marking.txt) | ||
for more information. | ||
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- Similar to `data_race(...)`, the type qualifier `__data_racy` can be | ||
used to document that all data races due to accesses to a variable | ||
are intended and should be ignored by KCSAN: | ||
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struct foo { | ||
... | ||
int __data_racy stats_counter; | ||
... | ||
}; | ||
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- Disabling data race detection for entire functions can be | ||
accomplished by using the function attribute `__no_kcsan`: | ||
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__no_kcsan | ||
void foo(void) { | ||
... | ||
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To dynamically limit for which functions to generate reports, see | ||
the [DebugFS interface](#debugfs-interface) blacklist/whitelist | ||
feature. | ||
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- To disable data race detection for a particular compilation unit, | ||
add to the `Makefile`: | ||
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KCSAN_SANITIZE_file.o := n | ||
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- To disable data race detection for all compilation units listed in a | ||
`Makefile`, add to the respective `Makefile`: | ||
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KCSAN_SANITIZE := n | ||
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Furthermore, it is possible to tell KCSAN to show or hide entire classes | ||
of data races, depending on preferences. These can be changed via the | ||
following Kconfig options: | ||
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- `CONFIG_KCSAN_REPORT_VALUE_CHANGE_ONLY`: If enabled and a | ||
conflicting write is observed via a watchpoint, but the data value | ||
of the memory location was observed to remain unchanged, do not | ||
report the data race. | ||
- `CONFIG_KCSAN_ASSUME_PLAIN_WRITES_ATOMIC`: Assume that plain aligned | ||
writes up to word size are atomic by default. Assumes that such | ||
writes are not subject to unsafe compiler optimizations resulting in | ||
data races. The option causes KCSAN to not report data races due to | ||
conflicts where the only plain accesses are aligned writes up to | ||
word size. | ||
- `CONFIG_KCSAN_PERMISSIVE`: Enable additional permissive rules to | ||
ignore certain classes of common data races. Unlike the above, the | ||
rules are more complex involving value-change patterns, access type, | ||
and address. This option depends on | ||
`CONFIG_KCSAN_REPORT_VALUE_CHANGE_ONLY=y`. For details please see | ||
the `kernel/kcsan/permissive.h`. Testers and maintainers that only | ||
focus on reports from specific subsystems and not the whole kernel | ||
are recommended to disable this option. | ||
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To use the strictest possible rules, select `CONFIG_KCSAN_STRICT=y`, | ||
which configures KCSAN to follow the Linux-kernel memory consistency | ||
model (LKMM) as closely as possible. | ||
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### DebugFS interface | ||
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The file `/sys/kernel/debug/kcsan` provides the following interface: | ||
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- Reading `/sys/kernel/debug/kcsan` returns various runtime | ||
statistics. | ||
- Writing `on` or `off` to `/sys/kernel/debug/kcsan` allows turning | ||
KCSAN on or off, respectively. | ||
- Writing `!some_func_name` to `/sys/kernel/debug/kcsan` adds | ||
`some_func_name` to the report filter list, which (by default) | ||
blacklists reporting data races where either one of the top | ||
stackframes are a function in the list. | ||
- Writing either `blacklist` or `whitelist` to | ||
`/sys/kernel/debug/kcsan` changes the report filtering behaviour. | ||
For example, the blacklist feature can be used to silence frequently | ||
occurring data races; the whitelist feature can help with | ||
reproduction and testing of fixes. | ||
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### Tuning performance | ||
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Core parameters that affect KCSAN\'s overall performance and bug | ||
detection ability are exposed as kernel command-line arguments whose | ||
defaults can also be changed via the corresponding Kconfig options. | ||
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- `kcsan.skip_watch` (`CONFIG_KCSAN_SKIP_WATCH`): Number of per-CPU | ||
memory operations to skip, before another watchpoint is set up. | ||
Setting up watchpoints more frequently will result in the likelihood | ||
of races to be observed to increase. This parameter has the most | ||
significant impact on overall system performance and race detection | ||
ability. | ||
- `kcsan.udelay_task` (`CONFIG_KCSAN_UDELAY_TASK`): For tasks, the | ||
microsecond delay to stall execution after a watchpoint has been set | ||
up. Larger values result in the window in which we may observe a | ||
race to increase. | ||
- `kcsan.udelay_interrupt` (`CONFIG_KCSAN_UDELAY_INTERRUPT`): For | ||
interrupts, the microsecond delay to stall execution after a | ||
watchpoint has been set up. Interrupts have tighter latency | ||
requirements, and their delay should generally be smaller than the | ||
one chosen for tasks. | ||
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They may be tweaked at runtime via `/sys/module/kcsan/parameters/`. | ||
|
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## Data Races | ||
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In an execution, two memory accesses form a *data race* if they | ||
*conflict*, they happen concurrently in different threads, and at least | ||
one of them is a *plain access*; they *conflict* if both access the same | ||
memory location, and at least one is a write. For a more thorough | ||
discussion and definition, see [\"Plain Accesses and Data Races\" in the | ||
LKMM](https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux.git/tree/tools/memory-model/Documentation/explanation.txt#n1922). | ||
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### Relationship with the Linux-Kernel Memory Consistency Model (LKMM) | ||
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The LKMM defines the propagation and ordering rules of various memory | ||
operations, which gives developers the ability to reason about | ||
concurrent code. Ultimately this allows to determine the possible | ||
executions of concurrent code, and if that code is free from data races. | ||
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KCSAN is aware of *marked atomic operations* (`READ_ONCE`, `WRITE_ONCE`, | ||
`atomic_*`, etc.), and a subset of ordering guarantees implied by memory | ||
barriers. With `CONFIG_KCSAN_WEAK_MEMORY=y`, KCSAN models load or store | ||
buffering, and can detect missing `smp_mb()`, `smp_wmb()`, `smp_rmb()`, | ||
`smp_store_release()`, and all `atomic_*` operations with equivalent | ||
implied barriers. | ||
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Note, KCSAN will not report all data races due to missing memory | ||
ordering, specifically where a memory barrier would be required to | ||
prohibit subsequent memory operation from reordering before the barrier. | ||
Developers should therefore carefully consider the required memory | ||
ordering requirements that remain unchecked. | ||
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## Race Detection Beyond Data Races | ||
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For code with complex concurrency design, race-condition bugs may not | ||
always manifest as data races. Race conditions occur if concurrently | ||
executing operations result in unexpected system behaviour. On the other | ||
hand, data races are defined at the C-language level. The following | ||
macros can be used to check properties of concurrent code where bugs | ||
would not manifest as data races. | ||
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::: {.kernel-doc functions="ASSERT_EXCLUSIVE_WRITER ASSERT_EXCLUSIVE_WRITER_SCOPED | ||
ASSERT_EXCLUSIVE_ACCESS ASSERT_EXCLUSIVE_ACCESS_SCOPED | ||
ASSERT_EXCLUSIVE_BITS"} | ||
include/linux/kcsan-checks.h | ||
::: | ||
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## Implementation Details | ||
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KCSAN relies on observing that two accesses happen concurrently. | ||
Crucially, we want to (a) increase the chances of observing races | ||
(especially for races that manifest rarely), and (b) be able to actually | ||
observe them. We can accomplish (a) by injecting various delays, and (b) | ||
by using address watchpoints (or breakpoints). | ||
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If we deliberately stall a memory access, while we have a watchpoint for | ||
its address set up, and then observe the watchpoint to fire, two | ||
accesses to the same address just raced. Using hardware watchpoints, | ||
this is the approach taken in | ||
[DataCollider](http://usenix.org/legacy/events/osdi10/tech/full_papers/Erickson.pdf). | ||
Unlike DataCollider, KCSAN does not use hardware watchpoints, but | ||
instead relies on compiler instrumentation and \"soft watchpoints\". | ||
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In KCSAN, watchpoints are implemented using an efficient encoding that | ||
stores access type, size, and address in a long; the benefits of using | ||
\"soft watchpoints\" are portability and greater flexibility. KCSAN then | ||
relies on the compiler instrumenting plain accesses. For each | ||
instrumented plain access: | ||
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1. Check if a matching watchpoint exists; if yes, and at least one | ||
access is a write, then we encountered a racing access. | ||
2. Periodically, if no matching watchpoint exists, set up a watchpoint | ||
and stall for a small randomized delay. | ||
3. Also check the data value before the delay, and re-check the data | ||
value after delay; if the values mismatch, we infer a race of | ||
unknown origin. | ||
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To detect data races between plain and marked accesses, KCSAN also | ||
annotates marked accesses, but only to check if a watchpoint exists; | ||
i.e. KCSAN never sets up a watchpoint on marked accesses. By never | ||
setting up watchpoints for marked operations, if all accesses to a | ||
variable that is accessed concurrently are properly marked, KCSAN will | ||
never trigger a watchpoint and therefore never report the accesses. | ||
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### Modeling Weak Memory | ||
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KCSAN\'s approach to detecting data races due to missing memory barriers | ||
is based on modeling access reordering (with | ||
`CONFIG_KCSAN_WEAK_MEMORY=y`). Each plain memory access for which a | ||
watchpoint is set up, is also selected for simulated reordering within | ||
the scope of its function (at most 1 in-flight access). | ||
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Once an access has been selected for reordering, it is checked along | ||
every other access until the end of the function scope. If an | ||
appropriate memory barrier is encountered, the access will no longer be | ||
considered for simulated reordering. | ||
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When the result of a memory operation should be ordered by a barrier, | ||
KCSAN can then detect data races where the conflict only occurs as a | ||
result of a missing barrier. Consider the example: | ||
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int x, flag; | ||
void T1(void) | ||
{ | ||
x = 1; // data race! | ||
WRITE_ONCE(flag, 1); // correct: smp_store_release(&flag, 1) | ||
} | ||
void T2(void) | ||
{ | ||
while (!READ_ONCE(flag)); // correct: smp_load_acquire(&flag) | ||
... = x; // data race! | ||
} | ||
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When weak memory modeling is enabled, KCSAN can consider `x` in `T1` for | ||
simulated reordering. After the write of `flag`, `x` is again checked | ||
for concurrent accesses: because `T2` is able to proceed after the write | ||
of `flag`, a data race is detected. With the correct barriers in place, | ||
`x` would not be considered for reordering after the proper release of | ||
`flag`, and no data race would be detected. | ||
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Deliberate trade-offs in complexity but also practical limitations mean | ||
only a subset of data races due to missing memory barriers can be | ||
detected. With currently available compiler support, the implementation | ||
is limited to modeling the effects of \"buffering\" (delaying accesses), | ||
since the runtime cannot \"prefetch\" accesses. Also recall that | ||
watchpoints are only set up for plain accesses, and the only access type | ||
for which KCSAN simulates reordering. This means reordering of marked | ||
accesses is not modeled. | ||
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A consequence of the above is that acquire operations do not require | ||
barrier instrumentation (no prefetching). Furthermore, marked accesses | ||
introducing address or control dependencies do not require special | ||
handling (the marked access cannot be reordered, later dependent | ||
accesses cannot be prefetched). | ||
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### Key Properties | ||
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1. **Memory Overhead:** The overall memory overhead is only a few MiB | ||
depending on configuration. The current implementation uses a small | ||
array of longs to encode watchpoint information, which is | ||
negligible. | ||
2. **Performance Overhead:** KCSAN\'s runtime aims to be minimal, using | ||
an efficient watchpoint encoding that does not require acquiring any | ||
shared locks in the fast-path. For kernel boot on a system with 8 | ||
CPUs: | ||
- 5.0x slow-down with the default KCSAN config; | ||
- 2.8x slow-down from runtime fast-path overhead only (set very | ||
large `KCSAN_SKIP_WATCH` and unset | ||
`KCSAN_SKIP_WATCH_RANDOMIZE`). | ||
3. **Annotation Overheads:** Minimal annotations are required outside | ||
the KCSAN runtime. As a result, maintenance overheads are minimal as | ||
the kernel evolves. | ||
4. **Detects Racy Writes from Devices:** Due to checking data values | ||
upon setting up watchpoints, racy writes from devices can also be | ||
detected. | ||
5. **Memory Ordering:** KCSAN is aware of only a subset of LKMM | ||
ordering rules; this may result in missed data races (false | ||
negatives). | ||
6. **Analysis Accuracy:** For observed executions, due to using a | ||
sampling strategy, the analysis is *unsound* (false negatives | ||
possible), but aims to be complete (no false positives). | ||
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## Alternatives Considered | ||
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An alternative data race detection approach for the kernel can be found | ||
in the [Kernel Thread Sanitizer | ||
(KTSAN)](https://github.com/google/ktsan/wiki). KTSAN is a | ||
happens-before data race detector, which explicitly establishes the | ||
happens-before order between memory operations, which can then be used | ||
to determine data races as defined in [Data Races](#data-races). | ||
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To build a correct happens-before relation, KTSAN must be aware of all | ||
ordering rules of the LKMM and synchronization primitives. | ||
Unfortunately, any omission leads to large numbers of false positives, | ||
which is especially detrimental in the context of the kernel which | ||
includes numerous custom synchronization mechanisms. To track the | ||
happens-before relation, KTSAN\'s implementation requires metadata for | ||
each memory location (shadow memory), which for each page corresponds to | ||
4 pages of shadow memory, and can translate into overhead of tens of GiB | ||
on a large system. |