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tools: add tool to detect potential deadlocks in running programs
`deadlock_detector` is a new tool to detect potential deadlocks (lock order inversions) in a running process. The program attaches uprobes on `pthread_mutex_lock` and `pthread_mutex_unlock` to build a mutex wait directed graph, and then looks for a cycle in this graph. This graph has the following properties: - Nodes in the graph represent mutexes. - Edge (A, B) exists if there exists some thread T where lock(A) was called and lock(B) was called before unlock(A) was called. If there is a cycle in this graph, this indicates that there is a lock order inversion (potential deadlock). If the program finds a lock order inversion, the program will dump the cycle of mutexes, dump the stack traces where each mutex was acquired, and then exit. The format of the output uses a similar output as ThreadSanitizer (See example: https://github.com/google/sanitizers/wiki/ThreadSanitizerDeadlockDetector) This program can only find potential deadlocks that occur while the program is tracing the process. It cannot find deadlocks that may have occurred before the program was attached to the process. If the traced process has many mutexes and threads, this program will add a very large overhead because every mutex lock/unlock and clone call will be traced. This tool is meant for debugging only, and you should run this tool only on programs where the slowdown is acceptable. Note: This tool adds a dependency on `networkx` for the graph libraries (building a directed graph and cycle detection). Note: This tool does not work for shared mutexes or recursive mutexes. For shared (read-write) mutexes, a deadlock requires a cycle in the wait graph where at least one of the mutexes in the cycle is acquiring exclusive (write) ownership. For recursive mutexes, lock() is called multiple times on the same mutex. However, there is no way to determine if a mutex is a recursive mutex after the mutex has been created. As a result, this tool will not find potential deadlocks that involve only one mutex.
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@@ -99,6 +99,13 @@ cd pyroute2; sudo make install | |
sudo python /usr/share/bcc/examples/simple_tc.py | ||
``` | ||
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(Optional) Install networkx for additional deadlock detector features | ||
```bash | ||
[email protected]:networkx/networkx.git | ||
cd networkx; sudo make install | ||
sudo python /usr/share/bcc/tools/deadlock_detector.py | ||
``` | ||
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## Fedora - Binary | ||
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Install a 4.2+ kernel from | ||
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@@ -200,6 +207,7 @@ sudo dnf install -y luajit luajit-devel # for Lua support | |
sudo dnf install -y \ | ||
http:https://pkgs.repoforge.org/netperf/netperf-2.6.0-1.el6.rf.x86_64.rpm | ||
sudo pip install pyroute2 | ||
sudo pip install networkx | ||
``` | ||
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### Install binary clang | ||
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@@ -3,7 +3,7 @@ Maintainer: Brenden Blanco <[email protected]> | |
Section: misc | ||
Priority: optional | ||
Standards-Version: 3.9.5 | ||
Build-Depends: debhelper (>= 9), cmake, libllvm3.7 | libllvm3.8, llvm-3.7-dev | llvm-3.8-dev, libclang-3.7-dev | libclang-3.8-dev, libelf-dev, bison, flex, libedit-dev, clang-format | clang-format-3.7, python-netaddr, python-pyroute2, luajit, libluajit-5.1-dev | ||
Build-Depends: debhelper (>= 9), cmake, libllvm3.7 | libllvm3.8, llvm-3.7-dev | llvm-3.8-dev, libclang-3.7-dev | libclang-3.8-dev, libelf-dev, bison, flex, libedit-dev, clang-format | clang-format-3.7, python-netaddr, python-networkx, python-pyroute2, luajit, libluajit-5.1-dev | ||
Homepage: https://github.com/iovisor/bcc | ||
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Package: libbcc | ||
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.TH deadlock_detector 8 "2017-02-01" "USER COMMANDS" | ||
.SH NAME | ||
deadlock_detector \- Find potential deadlocks (lock order inversions) | ||
in a running program. | ||
.SH SYNOPSIS | ||
.B deadlock_detector [\-h] [\--dump-graph FILE] | ||
[\--lock-symbols LOCK_SYMBOLS] [\--unlock-symbols UNLOCK_SYMBOLS] binary pid | ||
.SH DESCRIPTION | ||
deadlock_detector detects potential deadlocks on a running process. The program | ||
attaches uprobes on `pthread_mutex_lock` and `pthread_mutex_unlock` by default | ||
to build a mutex wait directed graph, and then looks for a cycle in this graph. | ||
This graph has the following properties: | ||
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- Nodes in the graph represent mutexes. | ||
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- Edge (A, B) exists if there exists some thread T where lock(A) was called | ||
and lock(B) was called before unlock(A) was called. | ||
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If there is a cycle in this graph, this indicates that there is a lock order | ||
inversion (potential deadlock). If the program finds a lock order inversion, the | ||
program will dump the cycle of mutexes, dump the stack traces where each mutex | ||
was acquired, and then exit. | ||
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This program can only find potential deadlocks that occur while the program is | ||
tracing the process. It cannot find deadlocks that may have occurred before the | ||
program was attached to the process. | ||
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This tool does not work for shared mutexes or recursive mutexes. | ||
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Since this uses BPF, only the root user can use this tool. | ||
.SH REQUIREMENTS | ||
CONFIG_BPF, bcc, and networkx | ||
.SH OPTIONS | ||
.TP | ||
\--dump-graph DUMP_GRAPH | ||
If set, this will dump the mutex graph to the specified file. | ||
.TP | ||
\--lock-symbols LOCK_SYMBOLS | ||
Comma-separated list of lock symbols to trace. Default is pthread_mutex_lock | ||
.TP | ||
\--unlock-symbols UNLOCK_SYMBOLS | ||
Comma-separated list of unlock symbols to trace. Default is pthread_mutex_unlock | ||
.TP | ||
binary | ||
Absolute path to binary | ||
.TP | ||
pid | ||
Pid to trace | ||
.SH EXAMPLES | ||
.TP | ||
Find potential deadlocks in a process: | ||
# | ||
.B deadlock_detector /path/to/binary $(pidof binary) | ||
.TP | ||
Find potential deadlocks in a process and dump the mutex wait graph to a file: | ||
# | ||
.B deadlock_detector /path/to/binary $(pidof binary) --dump-graph graph.json | ||
.TP | ||
Find potential deadlocks in a process with custom mutexes: | ||
# | ||
.B deadlock_detector /path/to/binary $(pidof binary) | ||
--lock-symbols custom_mutex1_lock,custom_mutex2_lock | ||
--unlock_symbols custom_mutex1_unlock,custom_mutex2_unlock | ||
.SH OUTPUT | ||
This program does not output any fields. Rather, it will keep running until | ||
it finds a potential deadlock, or the user hits Ctrl-C. If the program finds | ||
a potential deadlock, it will output the stack traces and lock order inversion | ||
in the following format and exit: | ||
.TP | ||
Potential Deadlock Detected! | ||
.TP | ||
Cycle in lock order graph: Mutex M0 => Mutex M1 => Mutex M0 | ||
.TP | ||
Mutex M1 acquired here while holding Mutex M0 in Thread T: | ||
.B [stack trace] | ||
.TP | ||
Mutex M0 previously acquired by the same Thread T here: | ||
.B [stack trace] | ||
.TP | ||
Mutex M0 acquired here while holding Mutex M1 in Thread S: | ||
.B [stack trace] | ||
.TP | ||
Mutex M1 previously acquired by the same Thread S here: | ||
.B [stack trace] | ||
.TP | ||
Thread T created by Thread R here: | ||
.B [stack trace] | ||
.TP | ||
Thread S created by Thread Q here: | ||
.B [stack trace] | ||
.SH OVERHEAD | ||
This traces all mutex lock and unlock events and all thread creation events | ||
on the traced process. The overhead of this can be high if the process has many | ||
threads and mutexes. You should only run this on a process where the slowdown | ||
is acceptable. | ||
.SH SOURCE | ||
This is from bcc. | ||
.IP | ||
https://github.com/iovisor/bcc | ||
.PP | ||
Also look in the bcc distribution for a companion _examples.txt file containing | ||
example usage, output, and commentary for this tool. | ||
.SH OS | ||
Linux | ||
.SH STABILITY | ||
Unstable - in development. | ||
.SH AUTHOR | ||
Kenny Yu |
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/* | ||
* deadlock_detector.c Detects potential deadlocks in a running process. | ||
* For Linux, uses BCC, eBPF. See .py file. | ||
* | ||
* Copyright 2017 Facebook, Inc. | ||
* Licensed under the Apache License, Version 2.0 (the "License") | ||
* | ||
* 1-Feb-2016 Kenny Yu Created this. | ||
*/ | ||
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#include <linux/sched.h> | ||
#include <uapi/linux/ptrace.h> | ||
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// Maximum number of mutexes a single thread can hold at once. | ||
// If the number is too big, the unrolled loops wil cause the stack | ||
// to be too big, and the bpf verifier will fail. | ||
#define MAX_HELD_MUTEXES 16 | ||
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// Info about held mutexes. `mutex` will be 0 if not held. | ||
struct held_mutex_t { | ||
u64 mutex; | ||
u64 stack_id; | ||
}; | ||
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// List of mutexes that a thread is holding. Whenever we loop over this array, | ||
// we need to force the compiler to unroll the loop, otherwise the bcc verifier | ||
// will fail because the loop will create a backwards edge. | ||
struct thread_to_held_mutex_leaf_t { | ||
struct held_mutex_t held_mutexes[MAX_HELD_MUTEXES]; | ||
}; | ||
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// Map of thread ID -> array of (mutex addresses, stack id) | ||
BPF_TABLE("hash", u32, struct thread_to_held_mutex_leaf_t, | ||
thread_to_held_mutexes, 2097152); | ||
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// Key type for edges. Represents an edge from mutex1 => mutex2. | ||
struct edges_key_t { | ||
u64 mutex1; | ||
u64 mutex2; | ||
}; | ||
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// Leaf type for edges. Holds information about where each mutex was acquired. | ||
struct edges_leaf_t { | ||
u64 mutex1_stack_id; | ||
u64 mutex2_stack_id; | ||
u32 thread_pid; | ||
char comm[TASK_COMM_LEN]; | ||
}; | ||
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// Represents all edges currently in the mutex wait graph. | ||
BPF_TABLE("hash", struct edges_key_t, struct edges_leaf_t, edges, 2097152); | ||
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// Info about parent thread when a child thread is created. | ||
struct thread_created_leaf_t { | ||
u64 stack_id; | ||
u32 parent_pid; | ||
char comm[TASK_COMM_LEN]; | ||
}; | ||
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// Map of child thread pid -> info about parent thread. | ||
BPF_TABLE("hash", u32, struct thread_created_leaf_t, thread_to_parent, 10240); | ||
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// Stack traces when threads are created and when mutexes are locked/unlocked. | ||
BPF_STACK_TRACE(stack_traces, 655360); | ||
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// The first argument to the user space function we are tracing | ||
// is a pointer to the mutex M held by thread T. | ||
// | ||
// For all mutexes N held by mutexes_held[T] | ||
// add edge N => M (held by T) | ||
// mutexes_held[T].add(M) | ||
int trace_mutex_acquire(struct pt_regs *ctx, void *mutex_addr) { | ||
// Higher 32 bits is process ID, Lower 32 bits is thread ID | ||
u32 pid = bpf_get_current_pid_tgid(); | ||
u64 mutex = (u64)mutex_addr; | ||
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struct thread_to_held_mutex_leaf_t empty_leaf = {}; | ||
struct thread_to_held_mutex_leaf_t *leaf = | ||
thread_to_held_mutexes.lookup_or_init(&pid, &empty_leaf); | ||
if (!leaf) { | ||
bpf_trace_printk( | ||
"could not add thread_to_held_mutex key, thread: %d, mutex: %p\n", pid, | ||
mutex); | ||
return 1; // Could not insert, no more memory | ||
} | ||
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// Recursive mutexes lock the same mutex multiple times. We cannot tell if | ||
// the mutex is recursive after the mutex is already created. To avoid noisy | ||
// reports, disallow self edges. Do one pass to check if we are already | ||
// holding the mutex, and if we are, do nothing. | ||
#pragma unroll | ||
for (int i = 0; i < MAX_HELD_MUTEXES; ++i) { | ||
if (leaf->held_mutexes[i].mutex == mutex) { | ||
return 1; // Disallow self edges | ||
} | ||
} | ||
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u64 stack_id = | ||
stack_traces.get_stackid(ctx, BPF_F_USER_STACK | BPF_F_REUSE_STACKID); | ||
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int added_mutex = 0; | ||
#pragma unroll | ||
for (int i = 0; i < MAX_HELD_MUTEXES; ++i) { | ||
// If this is a free slot, see if we can insert. | ||
if (!leaf->held_mutexes[i].mutex) { | ||
if (!added_mutex) { | ||
leaf->held_mutexes[i].mutex = mutex; | ||
leaf->held_mutexes[i].stack_id = stack_id; | ||
added_mutex = 1; | ||
} | ||
continue; // Nothing to do for a free slot | ||
} | ||
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// Add edges from held mutex => current mutex | ||
struct edges_key_t edge_key = {}; | ||
edge_key.mutex1 = leaf->held_mutexes[i].mutex; | ||
edge_key.mutex2 = mutex; | ||
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struct edges_leaf_t edge_leaf = {}; | ||
edge_leaf.mutex1_stack_id = leaf->held_mutexes[i].stack_id; | ||
edge_leaf.mutex2_stack_id = stack_id; | ||
edge_leaf.thread_pid = pid; | ||
bpf_get_current_comm(&edge_leaf.comm, sizeof(edge_leaf.comm)); | ||
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// Returns non-zero on error | ||
int result = edges.update(&edge_key, &edge_leaf); | ||
if (result) { | ||
bpf_trace_printk("could not add edge key %p, %p, error: %d\n", | ||
edge_key.mutex1, edge_key.mutex2, result); | ||
continue; // Could not insert, no more memory | ||
} | ||
} | ||
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// There were no free slots for this mutex. | ||
if (!added_mutex) { | ||
bpf_trace_printk("could not add mutex %p, added_mutex: %d\n", mutex, | ||
added_mutex); | ||
return 1; | ||
} | ||
return 0; | ||
} | ||
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// The first argument to the user space function we are tracing | ||
// is a pointer to the mutex M held by thread T. | ||
// | ||
// mutexes_held[T].remove(M) | ||
int trace_mutex_release(struct pt_regs *ctx, void *mutex_addr) { | ||
// Higher 32 bits is process ID, Lower 32 bits is thread ID | ||
u32 pid = bpf_get_current_pid_tgid(); | ||
u64 mutex = (u64)mutex_addr; | ||
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struct thread_to_held_mutex_leaf_t *leaf = | ||
thread_to_held_mutexes.lookup(&pid); | ||
if (!leaf) { | ||
// If the leaf does not exist for the pid, then it means we either missed | ||
// the acquire event, or we had no more memory and could not add it. | ||
bpf_trace_printk( | ||
"could not find thread_to_held_mutex, thread: %d, mutex: %p\n", pid, | ||
mutex); | ||
return 1; | ||
} | ||
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// For older kernels without "Bpf: allow access into map value arrays" | ||
// (https://lkml.org/lkml/2016/8/30/287) the bpf verifier will fail with an | ||
// invalid memory access on `leaf->held_mutexes[i]` below. On newer kernels, | ||
// we can avoid making this extra copy in `value` and use `leaf` directly. | ||
struct thread_to_held_mutex_leaf_t value = {}; | ||
bpf_probe_read(&value, sizeof(struct thread_to_held_mutex_leaf_t), leaf); | ||
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#pragma unroll | ||
for (int i = 0; i < MAX_HELD_MUTEXES; ++i) { | ||
// Find the current mutex (if it exists), and clear it. | ||
// Note: Can't use `leaf->` in this if condition, see comment above. | ||
if (value.held_mutexes[i].mutex == mutex) { | ||
leaf->held_mutexes[i].mutex = 0; | ||
leaf->held_mutexes[i].stack_id = 0; | ||
} | ||
} | ||
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return 0; | ||
} | ||
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// Trace return from clone() syscall in the child thread (return value > 0). | ||
int trace_clone(struct pt_regs *ctx, unsigned long flags, void *child_stack, | ||
void *ptid, void *ctid, struct pt_regs *regs) { | ||
u32 child_pid = PT_REGS_RC(ctx); | ||
if (child_pid <= 0) { | ||
return 1; | ||
} | ||
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struct thread_created_leaf_t thread_created_leaf = {}; | ||
thread_created_leaf.parent_pid = bpf_get_current_pid_tgid(); | ||
thread_created_leaf.stack_id = | ||
stack_traces.get_stackid(ctx, BPF_F_USER_STACK | BPF_F_REUSE_STACKID); | ||
bpf_get_current_comm(&thread_created_leaf.comm, | ||
sizeof(thread_created_leaf.comm)); | ||
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struct thread_created_leaf_t *insert_result = | ||
thread_to_parent.lookup_or_init(&child_pid, &thread_created_leaf); | ||
if (!insert_result) { | ||
bpf_trace_printk( | ||
"could not add thread_created_key, child: %d, parent: %d\n", child_pid, | ||
thread_created_leaf.parent_pid); | ||
return 1; // Could not insert, no more memory | ||
} | ||
return 0; | ||
} |
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