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stackcount.py
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#!/usr/bin/python
#
# stackcount Count kernel function calls and their stack traces.
# For Linux, uses BCC, eBPF.
#
# USAGE: stackcount [-h] [-p PID] [-i INTERVAL] [-T] [-r] pattern
#
# The pattern is a string with optional '*' wildcards, similar to file
# globbing. If you'd prefer to use regular expressions, use the -r option.
#
# The current implementation uses an unrolled loop for x86_64, and was written
# as a proof of concept. This implementation should be replaced in the future
# with an appropriate bpf_ call, when available.
#
# Currently limited to a stack trace depth of 11 (maxdepth + 1).
#
# Copyright 2016 Netflix, Inc.
# Licensed under the Apache License, Version 2.0 (the "License")
#
# 12-Jan-2016 Brendan Gregg Created this.
from __future__ import print_function
from bcc import BPF
from time import sleep, strftime
import argparse
import signal
# arguments
examples = """examples:
./stackcount submit_bio # count kernel stack traces for submit_bio
./stackcount ip_output # count kernel stack traces for ip_output
./stackcount -s ip_output # show symbol offsets
./stackcount -sv ip_output # show offsets and raw addresses (verbose)
./stackcount 'tcp_send*' # count stacks for funcs matching tcp_send*
./stackcount -r '^tcp_send.*' # same as above, using regular expressions
./stackcount -Ti 5 ip_output # output every 5 seconds, with timestamps
./stackcount -p 185 ip_output # count ip_output stacks for PID 185 only
"""
parser = argparse.ArgumentParser(
description="Count kernel function calls and their stack traces",
formatter_class=argparse.RawDescriptionHelpFormatter,
epilog=examples)
parser.add_argument("-p", "--pid",
help="trace this PID only")
parser.add_argument("-i", "--interval", default=99999999,
help="summary interval, seconds")
parser.add_argument("-T", "--timestamp", action="store_true",
help="include timestamp on output")
parser.add_argument("-r", "--regexp", action="store_true",
help="use regular expressions. Default is \"*\" wildcards only.")
parser.add_argument("-s", "--offset", action="store_true",
help="show address offsets")
parser.add_argument("-v", "--verbose", action="store_true",
help="show raw addresses")
parser.add_argument("pattern",
help="search expression for kernel functions")
args = parser.parse_args()
pattern = args.pattern
if not args.regexp:
pattern = pattern.replace('*', '.*')
pattern = '^' + pattern + '$'
offset = args.offset
verbose = args.verbose
debug = 0
maxdepth = 10 # and MAXDEPTH
# signal handler
def signal_ignore(signal, frame):
print()
# load BPF program
bpf_text = """
#include <uapi/linux/ptrace.h>
#define MAXDEPTH 10
struct key_t {
u64 ip;
u64 ret[MAXDEPTH];
};
BPF_HASH(counts, struct key_t);
static u64 get_frame(u64 *bp) {
if (*bp) {
// The following stack walker is x86_64 specific
u64 ret = 0;
if (bpf_probe_read(&ret, sizeof(ret), (void *)(*bp+8)))
return 0;
if (bpf_probe_read(bp, sizeof(*bp), (void *)*bp))
*bp = 0;
if (ret < __START_KERNEL_map)
return 0;
return ret;
}
return 0;
}
int trace_count(struct pt_regs *ctx) {
FILTER
struct key_t key = {};
u64 zero = 0, *val, bp = 0;
int depth = 0;
key.ip = ctx->ip;
bp = ctx->bp;
// unrolled loop, 10 (MAXDEPTH) frames deep:
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
if (!(key.ret[depth++] = get_frame(&bp))) goto out;
out:
val = counts.lookup_or_init(&key, &zero);
(*val)++;
return 0;
}
"""
if args.pid:
bpf_text = bpf_text.replace('FILTER',
('u32 pid; pid = bpf_get_current_pid_tgid(); ' +
'if (pid != %s) { return 0; }') % (args.pid))
else:
bpf_text = bpf_text.replace('FILTER', '')
if debug:
print(bpf_text)
b = BPF(text=bpf_text)
b.attach_kprobe(event_re=pattern, fn_name="trace_count")
matched = b.num_open_kprobes()
if matched == 0:
print("0 functions matched by \"%s\". Exiting." % args.pattern)
exit()
# header
print("Tracing %d functions for \"%s\"... Hit Ctrl-C to end." %
(matched, args.pattern))
def print_frame(addr):
print(" ", end="")
if verbose:
print("%-16x " % addr, end="")
if offset:
print("%s" % b.ksymaddr(addr))
else:
print("%s" % b.ksym(addr))
# output
exiting = 0 if args.interval else 1
while (1):
try:
sleep(int(args.interval))
except KeyboardInterrupt:
exiting = 1
# as cleanup can take many seconds, trap Ctrl-C:
signal.signal(signal.SIGINT, signal_ignore)
print()
if args.timestamp:
print("%-8s\n" % strftime("%H:%M:%S"), end="")
counts = b.get_table("counts")
for k, v in sorted(counts.items(), key=lambda counts: counts[1].value):
print_frame(k.ip)
for i in range(0, maxdepth):
if k.ret[i] == 0:
break
print_frame(k.ret[i])
print(" %d\n" % v.value)
counts.clear()
if exiting:
print("Detaching...")
exit()