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#!/usr/bin/env python
# offwaketime Summarize blocked time by kernel off-CPU stack + waker stack
# For Linux, uses BCC, eBPF.
# USAGE: offwaketime [-h] [-p PID | -u | -k] [-U | -K] [-f] [duration]
# Copyright 2016 Netflix, Inc.
# Licensed under the Apache License, Version 2.0 (the "License")
# 20-Jan-2016 Brendan Gregg Created this.
from __future__ import print_function
from bcc import BPF
from time import sleep
import argparse
import signal
import errno
from sys import stderr
# arg validation
def positive_int(val):
ival = int(val)
except ValueError:
raise argparse.ArgumentTypeError("must be an integer")
if ival < 0:
raise argparse.ArgumentTypeError("must be positive")
return ival
def positive_nonzero_int(val):
ival = positive_int(val)
if ival == 0:
raise argparse.ArgumentTypeError("must be nonzero")
return ival
def stack_id_err(stack_id):
# -EFAULT in get_stackid normally means the stack-trace is not availible,
# Such as getting kernel stack trace in userspace code
return (stack_id < 0) and (stack_id != -errno.EFAULT)
# arguments
examples = """examples:
./offwaketime # trace off-CPU + waker stack time until Ctrl-C
./offwaketime 5 # trace for 5 seconds only
./offwaketime -f 5 # 5 seconds, and output in folded format
./offwaketime -m 1000 # trace only events that last more than 1000 usec
./offwaketime -M 9000 # trace only events that last less than 9000 usec
./offwaketime -p 185 # only trace threads for PID 185
./offwaketime -t 188 # only trace thread 188
./offwaketime -u # only trace user threads (no kernel)
./offwaketime -k # only trace kernel threads (no user)
./offwaketime -U # only show user space stacks (no kernel)
./offwaketime -K # only show kernel space stacks (no user)
parser = argparse.ArgumentParser(
description="Summarize blocked time by kernel stack trace + waker stack",
thread_group = parser.add_mutually_exclusive_group()
# Note: this script provides --pid and --tid flags but their arguments are
# referred to internally using kernel nomenclature: TGID and PID.
thread_group.add_argument("-p", "--pid", metavar="PID", dest="tgid",
help="trace this PID only", type=positive_int)
thread_group.add_argument("-t", "--tid", metavar="TID", dest="pid",
help="trace this TID only", type=positive_int)
thread_group.add_argument("-u", "--user-threads-only", action="store_true",
help="user threads only (no kernel threads)")
thread_group.add_argument("-k", "--kernel-threads-only", action="store_true",
help="kernel threads only (no user threads)")
stack_group = parser.add_mutually_exclusive_group()
stack_group.add_argument("-U", "--user-stacks-only", action="store_true",
help="show stacks from user space only (no kernel space stacks)")
stack_group.add_argument("-K", "--kernel-stacks-only", action="store_true",
help="show stacks from kernel space only (no user space stacks)")
parser.add_argument("-d", "--delimited", action="store_true",
help="insert delimiter between kernel/user stacks")
parser.add_argument("-f", "--folded", action="store_true",
help="output folded format")
parser.add_argument("--stack-storage-size", default=1024,
help="the number of unique stack traces that can be stored and "
"displayed (default 1024)")
parser.add_argument("duration", nargs="?", default=99999999,
help="duration of trace, in seconds")
parser.add_argument("-m", "--min-block-time", default=1,
help="the amount of time in microseconds over which we " +
"store traces (default 1)")
parser.add_argument("-M", "--max-block-time", default=(1 << 64) - 1,
help="the amount of time in microseconds under which we " +
"store traces (default U64_MAX)")
parser.add_argument("--ebpf", action="store_true",
args = parser.parse_args()
folded = args.folded
duration = int(args.duration)
# signal handler
def signal_ignore(signal, frame):
# define BPF program
bpf_text = """
#include <uapi/linux/ptrace.h>
#include <linux/sched.h>
struct key_t {
char waker[TASK_COMM_LEN];
char target[TASK_COMM_LEN];
int w_k_stack_id;
int w_u_stack_id;
int t_k_stack_id;
int t_u_stack_id;
u32 t_pid;
u32 t_tgid;
u32 w_pid;
u32 w_tgid;
BPF_HASH(counts, struct key_t);
// Key of this hash is PID of waiting Process,
// value is timestamp when it went into waiting
BPF_HASH(start, u32);
struct wokeby_t {
char name[TASK_COMM_LEN];
int k_stack_id;
int u_stack_id;
int w_pid;
int w_tgid;
// Key of the hash is PID of the Process to be waken, value is information
// of the Process who wakes it
BPF_HASH(wokeby, u32, struct wokeby_t);
int waker(struct pt_regs *ctx, struct task_struct *p) {
// PID and TGID of the target Process to be waken
u32 pid = p->pid;
u32 tgid = p->tgid;
return 0;
// Construct information about current (the waker) Process
struct wokeby_t woke = {};
bpf_get_current_comm(&, sizeof(;
woke.k_stack_id = KERNEL_STACK_GET;
woke.u_stack_id = USER_STACK_GET;
woke.w_pid = bpf_get_current_pid_tgid();
woke.w_tgid = bpf_get_current_pid_tgid() >> 32;
wokeby.update(&pid, &woke);
return 0;
int oncpu(struct pt_regs *ctx, struct task_struct *p) {
// PID and TGID of the previous Process (Process going into waiting)
u32 pid = p->pid;
u32 tgid = p->tgid;
u64 *tsp;
u64 ts = bpf_ktime_get_ns();
// Record timestamp for the previous Process (Process going into waiting)
start.update(&pid, &ts);
// Calculate current Process's wait time by finding the timestamp of when
// it went into waiting.
// pid and tgid are now the PID and TGID of the current (waking) Process.
pid = bpf_get_current_pid_tgid();
tgid = bpf_get_current_pid_tgid() >> 32;
tsp = start.lookup(&pid);
if (tsp == 0) {
// Missed or filtered when the Process went into waiting
return 0;
u64 delta = ts - *tsp;
delta = delta / 1000;
if ((delta < MINBLOCK_US) || (delta > MAXBLOCK_US)) {
return 0;
// create map key
struct key_t key = {};
struct wokeby_t *woke;
bpf_get_current_comm(&, sizeof(;
key.t_pid = pid;
key.t_tgid = tgid;
key.t_k_stack_id = KERNEL_STACK_GET;
key.t_u_stack_id = USER_STACK_GET;
woke = wokeby.lookup(&pid);
if (woke) {
key.w_k_stack_id = woke->k_stack_id;
key.w_u_stack_id = woke->u_stack_id;
key.w_pid = woke->w_pid;
key.w_tgid = woke->w_tgid;
__builtin_memcpy(&key.waker, woke->name, TASK_COMM_LEN);
counts.increment(key, delta);
return 0;
# set thread filter
thread_context = ""
if args.tgid is not None:
thread_context = "PID %d" % args.tgid
thread_filter = 'tgid == %d' % args.tgid
elif is not None:
thread_context = "TID %d" %
thread_filter = 'pid == %d' %
elif args.user_threads_only:
thread_context = "user threads"
thread_filter = '!(p->flags & PF_KTHREAD)'
elif args.kernel_threads_only:
thread_context = "kernel threads"
thread_filter = 'p->flags & PF_KTHREAD'
thread_context = "all threads"
thread_filter = '1'
bpf_text = bpf_text.replace('THREAD_FILTER', thread_filter)
# set stack storage size
bpf_text = bpf_text.replace('STACK_STORAGE_SIZE', str(args.stack_storage_size))
bpf_text = bpf_text.replace('MINBLOCK_US_VALUE', str(args.min_block_time))
bpf_text = bpf_text.replace('MAXBLOCK_US_VALUE', str(args.max_block_time))
# handle stack args
kernel_stack_get = "stack_traces.get_stackid(ctx, 0)"
user_stack_get = "stack_traces.get_stackid(ctx, BPF_F_USER_STACK)"
stack_context = ""
if args.user_stacks_only:
stack_context = "user"
kernel_stack_get = "-1"
elif args.kernel_stacks_only:
stack_context = "kernel"
user_stack_get = "-1"
stack_context = "user + kernel"
bpf_text = bpf_text.replace('USER_STACK_GET', user_stack_get)
bpf_text = bpf_text.replace('KERNEL_STACK_GET', kernel_stack_get)
if args.ebpf:
# initialize BPF
b = BPF(text=bpf_text)
b.attach_kprobe(event="finish_task_switch", fn_name="oncpu")
b.attach_kprobe(event="try_to_wake_up", fn_name="waker")
matched = b.num_open_kprobes()
if matched == 0:
print("0 functions traced. Exiting.")
# header
if not folded:
print("Tracing blocked time (us) by %s off-CPU and waker stack" %
stack_context, end="")
if duration < 99999999:
print(" for %d secs." % duration)
print("... Hit Ctrl-C to end.")
except KeyboardInterrupt:
# as cleanup can take many seconds, trap Ctrl-C:
# print a newline for folded output on Ctrl-C
signal.signal(signal.SIGINT, signal_ignore)
if not folded:
missing_stacks = 0
has_enomem = False
counts = b.get_table("counts")
stack_traces = b.get_table("stack_traces")
need_delimiter = args.delimited and not (args.kernel_stacks_only or
for k, v in sorted(counts.items(), key=lambda counts: counts[1].value):
# handle get_stackid errors
if not args.user_stacks_only:
missing_stacks += int(stack_id_err(k.w_k_stack_id))
missing_stacks += int(stack_id_err(k.t_k_stack_id))
has_enomem = has_enomem or (k.w_k_stack_id == -errno.ENOMEM) or \
(k.t_k_stack_id == -errno.ENOMEM)
if not args.kernel_stacks_only:
missing_stacks += int(stack_id_err(k.w_u_stack_id))
missing_stacks += int(stack_id_err(k.t_u_stack_id))
has_enomem = has_enomem or (k.w_u_stack_id == -errno.ENOMEM) or \
(k.t_u_stack_id == -errno.ENOMEM)
waker_user_stack = [] if k.w_u_stack_id < 1 else \
waker_kernel_stack = [] if k.w_k_stack_id < 1 else \
target_user_stack = [] if k.t_u_stack_id < 1 else \
target_kernel_stack = [] if k.t_k_stack_id < 1 else \
if folded:
# print folded stack output
line = ['utf-8', 'replace')]
if not args.kernel_stacks_only:
if stack_id_err(k.t_u_stack_id):
line.append("[Missed User Stack]")
line.extend([b.sym(addr, k.t_tgid)
for addr in reversed(list(target_user_stack)[1:])])
if not args.user_stacks_only:
line.extend(["-"] if (need_delimiter and k.t_k_stack_id > 0 and k.t_u_stack_id > 0) else [])
if stack_id_err(k.t_k_stack_id):
line.append("[Missed Kernel Stack]")
for addr in reversed(list(target_kernel_stack)[1:])])
if not args.user_stacks_only:
if stack_id_err(k.w_k_stack_id):
line.append("[Missed Kernel Stack]")
for addr in reversed(list(waker_kernel_stack))])
if not args.kernel_stacks_only:
line.extend(["-"] if (need_delimiter and k.w_u_stack_id > 0 and k.w_k_stack_id > 0) else [])
if stack_id_err(k.w_u_stack_id):
line.append("[Missed User Stack]")
line.extend([b.sym(addr, k.w_tgid)
for addr in reversed(list(waker_user_stack))])
line.append(k.waker.decode('utf-8', 'replace'))
print("%s %d" % (";".join(line), v.value))
# print wakeup name then stack in reverse order
print(" %-16s %s %s" % ("waker:", k.waker.decode('utf-8', 'replace'), k.t_pid))
if not args.kernel_stacks_only:
if stack_id_err(k.w_u_stack_id):
print(" [Missed User Stack]")
for addr in waker_user_stack:
print(" %s" % b.sym(addr, k.w_tgid))
if not args.user_stacks_only:
if need_delimiter and k.w_u_stack_id > 0 and k.w_k_stack_id > 0:
print(" -")
if stack_id_err(k.w_k_stack_id):
print(" [Missed Kernel Stack]")
for addr in waker_kernel_stack:
print(" %s" % b.ksym(addr))
# print waker/wakee delimiter
print(" %-16s %s" % ("--", "--"))
if not args.user_stacks_only:
if stack_id_err(k.t_k_stack_id):
print(" [Missed Kernel Stack]")
for addr in target_kernel_stack:
print(" %s" % b.ksym(addr))
if not args.kernel_stacks_only:
if need_delimiter and k.t_u_stack_id > 0 and k.t_k_stack_id > 0:
print(" -")
if stack_id_err(k.t_u_stack_id):
print(" [Missed User Stack]")
for addr in target_user_stack:
print(" %s" % b.sym(addr, k.t_tgid))
print(" %-16s %s %s" % ("target:",'utf-8', 'replace'), k.w_pid))
print(" %d\n" % v.value)
if missing_stacks > 0:
enomem_str = " Consider increasing --stack-storage-size."
print("WARNING: %d stack traces lost and could not be displayed.%s" %
(missing_stacks, (enomem_str if has_enomem else "")),