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Message-ID: <20200407100007.3894-8-sjpark@amazon.com>
Date: Tue, 7 Apr 2020 12:00:06 +0200
From: SeongJae Park <sjpark@...zon.com>
To: <akpm@...ux-foundation.org>
CC: SeongJae Park <sjpark@...zon.de>, <Jonathan.Cameron@...wei.com>,
<aarcange@...hat.com>, <acme@...nel.org>,
<alexander.shishkin@...ux.intel.com>, <amit@...nel.org>,
<brendan.d.gregg@...il.com>, <brendanhiggins@...gle.com>,
<cai@....pw>, <colin.king@...onical.com>, <corbet@....net>,
<dwmw@...zon.com>, <jolsa@...hat.com>, <kirill@...temov.name>,
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<rdunlap@...radead.org>, <riel@...riel.com>, <rientjes@...gle.com>,
<rostedt@...dmis.org>, <shakeelb@...gle.com>, <shuah@...nel.org>,
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<linux-kernel@...r.kernel.org>
Subject: [RFC v6 7/7] damon/tools: Support more human friendly 'schemes' control
From: SeongJae Park <sjpark@...zon.de>
This commit implements 'schemes' subcommand of the damon userspace tool.
It can be used to describe and apply the data access monitoring-based
operation schemes in more human friendly fashion.
Signed-off-by: SeongJae Park <sjpark@...zon.de>
---
tools/damon/_convert_damos.py | 126 ++++++++++++++++++++++++++++++
tools/damon/_damon.py | 143 ++++++++++++++++++++++++++++++++++
tools/damon/damo | 7 ++
tools/damon/record.py | 135 +++-----------------------------
tools/damon/schemes.py | 105 +++++++++++++++++++++++++
5 files changed, 393 insertions(+), 123 deletions(-)
create mode 100755 tools/damon/_convert_damos.py
create mode 100644 tools/damon/_damon.py
create mode 100644 tools/damon/schemes.py
diff --git a/tools/damon/_convert_damos.py b/tools/damon/_convert_damos.py
new file mode 100755
index 000000000000..3a01c6b16d18
--- /dev/null
+++ b/tools/damon/_convert_damos.py
@@ -0,0 +1,126 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"""
+Change human readable data access monitoring-based operation schemes to the low
+level input for the '<debugfs>/damon/schemes' file. Below is an example of the
+schemes written in the human readable format:
+
+# format is: <min/max size> <min/max frequency (0-100)> <min/max age> <action>
+# lines starts with '#' or blank are ignored.
+# B/K/M/G/T for Bytes/KiB/MiB/GiB/TiB
+# us/ms/s/m/h/d for micro-seconds/milli-seconds/seconds/minutes/hours/days
+# 'null' means zero, which passes the check
+
+# if a region (no matter of its size) keeps a high access frequency for more
+# than 100ms, put the region on the head of the LRU list (call madvise() with
+# MADV_WILLNEED).
+null null 80 null 100ms null willneed
+
+# if a region keeps a low access frequency for more than 100ms, put the
+# region on the tail of the LRU list (call madvise() with MADV_COLD).
+0B 0B 10 20 200ms 1h cold
+
+# if a region keeps a very low access frequency for more than 100ms, swap
+# out the region immediately (call madvise() with MADV_PAGEOUT).
+0B null 0 10 100ms 2h pageout
+
+# if a region of a size bigger than 2MiB keeps a very high access frequency
+# for more than 100ms, let the region to use huge pages (call madvise()
+# with MADV_HUGEPAGE).
+2M null 90 99 100ms 2h hugepage
+
+# If a regions of a size bigger than 2MiB keeps no high access frequency
+# for more than 100ms, avoid the region from using huge pages (call
+# madvise() with MADV_NOHUGEPAGE).
+2M null 0 25 100ms 2h nohugepage
+"""
+
+import argparse
+
+unit_to_bytes = {'B': 1, 'K': 1024, 'M': 1024 * 1024, 'G': 1024 * 1024 * 1024,
+ 'T': 1024 * 1024 * 1024 * 1024}
+
+def text_to_bytes(txt):
+ if txt == 'null':
+ return 0
+ unit = txt[-1]
+ number = int(txt[:-1])
+ return number * unit_to_bytes[unit]
+
+unit_to_usecs = {'us': 1, 'ms': 1000, 's': 1000 * 1000, 'm': 60 * 1000 * 1000,
+ 'h': 60 * 60 * 1000 * 1000, 'd': 24 * 60 * 60 * 1000 * 1000}
+
+def text_to_us(txt):
+ if txt == 'null':
+ return 0
+ unit = txt[-2:]
+ if unit in ['us', 'ms']:
+ number = int(txt[:-2])
+ else:
+ unit = txt[-1]
+ number = int(txt[:-1])
+ return number * unit_to_usecs[unit]
+
+damos_action_to_int = {'DAMOS_WILLNEED': 0, 'DAMOS_COLD': 1,
+ 'DAMOS_PAGEOUT': 2, 'DAMOS_HUGEPAGE': 3, 'DAMOS_NOHUGEPAGE': 4}
+
+def text_to_damos_action(txt):
+ return damos_action_to_int['DAMOS_' + txt.upper()]
+
+def text_to_nr_accesses(txt, max_nr_accesses):
+ if txt == 'null':
+ return 0
+ return int(int(txt) * max_nr_accesses / 100)
+
+def debugfs_scheme(line, sample_interval, aggr_interval):
+ fields = line.split()
+ if len(fields) != 7:
+ print('wrong input line: %s' % line)
+ exit(1)
+
+ limit_nr_accesses = aggr_interval / sample_interval
+ try:
+ min_sz = text_to_bytes(fields[0])
+ max_sz = text_to_bytes(fields[1])
+ min_nr_accesses = text_to_nr_accesses(fields[2], limit_nr_accesses)
+ max_nr_accesses = text_to_nr_accesses(fields[3], limit_nr_accesses)
+ min_age = text_to_us(fields[4]) / aggr_interval
+ max_age = text_to_us(fields[5]) / aggr_interval
+ action = text_to_damos_action(fields[6])
+ except:
+ print('wrong input field')
+ raise
+ return '%d\t%d\t%d\t%d\t%d\t%d\t%d' % (min_sz, max_sz, min_nr_accesses,
+ max_nr_accesses, min_age, max_age, action)
+
+def convert(schemes_file, sample_interval, aggr_interval):
+ lines = []
+ with open(schemes_file, 'r') as f:
+ for line in f:
+ if line.startswith('#'):
+ continue
+ line = line.strip()
+ if line == '':
+ continue
+ lines.append(debugfs_scheme(line, sample_interval, aggr_interval))
+ return '\n'.join(lines)
+
+def main():
+ parser = argparse.ArgumentParser()
+ parser.add_argument('input', metavar='<file>',
+ help='input file describing the schemes')
+ parser.add_argument('-s', '--sample', metavar='<interval>', type=int,
+ default=5000, help='sampling interval (us)')
+ parser.add_argument('-a', '--aggr', metavar='<interval>', type=int,
+ default=100000, help='aggregation interval (us)')
+ args = parser.parse_args()
+
+ schemes_file = args.input
+ sample_interval = args.sample
+ aggr_interval = args.aggr
+
+ print(convert(schemes_file, sample_interval, aggr_interval))
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/_damon.py b/tools/damon/_damon.py
new file mode 100644
index 000000000000..0a703ec7471a
--- /dev/null
+++ b/tools/damon/_damon.py
@@ -0,0 +1,143 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"""
+Contains core functions for DAMON debugfs control.
+"""
+
+import os
+import subprocess
+
+debugfs_attrs = None
+debugfs_record = None
+debugfs_schemes = None
+debugfs_pids = None
+debugfs_monitor_on = None
+
+def set_target_pid(pid):
+ return subprocess.call('echo %s > %s' % (pid, debugfs_pids), shell=True,
+ executable='/bin/bash')
+
+def turn_damon(on_off):
+ return subprocess.call("echo %s > %s" % (on_off, debugfs_monitor_on),
+ shell=True, executable="/bin/bash")
+
+def is_damon_running():
+ with open(debugfs_monitor_on, 'r') as f:
+ return f.read().strip() == 'on'
+
+class Attrs:
+ sample_interval = None
+ aggr_interval = None
+ regions_update_interval = None
+ min_nr_regions = None
+ max_nr_regions = None
+ rbuf_len = None
+ rfile_path = None
+ schemes = None
+
+ def __init__(self, s, a, r, n, x, l, f, c):
+ self.sample_interval = s
+ self.aggr_interval = a
+ self.regions_update_interval = r
+ self.min_nr_regions = n
+ self.max_nr_regions = x
+ self.rbuf_len = l
+ self.rfile_path = f
+ self.schemes = c
+
+ def __str__(self):
+ return "%s %s %s %s %s %s %s\n%s" % (self.sample_interval,
+ self.aggr_interval, self.regions_update_interval,
+ self.min_nr_regions, self.max_nr_regions, self.rbuf_len,
+ self.rfile_path, self.schemes)
+
+ def attr_str(self):
+ return "%s %s %s %s %s " % (self.sample_interval, self.aggr_interval,
+ self.regions_update_interval, self.min_nr_regions,
+ self.max_nr_regions)
+
+ def record_str(self):
+ return '%s %s ' % (self.rbuf_len, self.rfile_path)
+
+ def apply(self):
+ ret = subprocess.call('echo %s > %s' % (self.attr_str(), debugfs_attrs),
+ shell=True, executable='/bin/bash')
+ if ret:
+ return ret
+ ret = subprocess.call('echo %s > %s' % (self.record_str(),
+ debugfs_record), shell=True, executable='/bin/bash')
+ if ret:
+ return ret
+ return subprocess.call('echo %s > %s' % (
+ self.schemes.replace('\n', ' '), debugfs_schemes), shell=True,
+ executable='/bin/bash')
+
+def current_attrs():
+ with open(debugfs_attrs, 'r') as f:
+ attrs = f.read().split()
+ attrs = [int(x) for x in attrs]
+
+ with open(debugfs_record, 'r') as f:
+ rattrs = f.read().split()
+ attrs.append(int(rattrs[0]))
+ attrs.append(rattrs[1])
+
+ with open(debugfs_schemes, 'r') as f:
+ schemes = f.read()
+ attrs.append(schemes)
+
+ return Attrs(*attrs)
+
+def chk_update_debugfs(debugfs):
+ global debugfs_attrs
+ global debugfs_record
+ global debugfs_schemes
+ global debugfs_pids
+ global debugfs_monitor_on
+
+ debugfs_damon = os.path.join(debugfs, 'damon')
+ debugfs_attrs = os.path.join(debugfs_damon, 'attrs')
+ debugfs_record = os.path.join(debugfs_damon, 'record')
+ debugfs_schemes = os.path.join(debugfs_damon, 'schemes')
+ debugfs_pids = os.path.join(debugfs_damon, 'pids')
+ debugfs_monitor_on = os.path.join(debugfs_damon, 'monitor_on')
+
+ if not os.path.isdir(debugfs_damon):
+ print("damon debugfs dir (%s) not found", debugfs_damon)
+ exit(1)
+
+ for f in [debugfs_attrs, debugfs_record, debugfs_schemes, debugfs_pids,
+ debugfs_monitor_on]:
+ if not os.path.isfile(f):
+ print("damon debugfs file (%s) not found" % f)
+ exit(1)
+
+def cmd_args_to_attrs(args):
+ "Generate attributes with specified arguments"
+ sample_interval = args.sample
+ aggr_interval = args.aggr
+ regions_update_interval = args.updr
+ min_nr_regions = args.minr
+ max_nr_regions = args.maxr
+ rbuf_len = args.rbuf
+ if not os.path.isabs(args.out):
+ args.out = os.path.join(os.getcwd(), args.out)
+ rfile_path = args.out
+ schemes = args.schemes
+ return Attrs(sample_interval, aggr_interval, regions_update_interval,
+ min_nr_regions, max_nr_regions, rbuf_len, rfile_path, schemes)
+
+def set_attrs_argparser(parser):
+ parser.add_argument('-d', '--debugfs', metavar='<debugfs>', type=str,
+ default='/sys/kernel/debug', help='debugfs mounted path')
+ parser.add_argument('-s', '--sample', metavar='<interval>', type=int,
+ default=5000, help='sampling interval')
+ parser.add_argument('-a', '--aggr', metavar='<interval>', type=int,
+ default=100000, help='aggregate interval')
+ parser.add_argument('-u', '--updr', metavar='<interval>', type=int,
+ default=1000000, help='regions update interval')
+ parser.add_argument('-n', '--minr', metavar='<# regions>', type=int,
+ default=10, help='minimal number of regions')
+ parser.add_argument('-m', '--maxr', metavar='<# regions>', type=int,
+ default=1000, help='maximum number of regions')
diff --git a/tools/damon/damo b/tools/damon/damo
index 58e1099ae5fc..ce7180069bef 100755
--- a/tools/damon/damo
+++ b/tools/damon/damo
@@ -5,6 +5,7 @@ import argparse
import record
import report
+import schemes
class SubCmdHelpFormatter(argparse.RawDescriptionHelpFormatter):
def _format_action(self, action):
@@ -25,6 +26,10 @@ parser_record = subparser.add_parser('record',
help='record data accesses of the given target processes')
record.set_argparser(parser_record)
+parser_schemes = subparser.add_parser('schemes',
+ help='apply operation schemes to the given target process')
+schemes.set_argparser(parser_schemes)
+
parser_report = subparser.add_parser('report',
help='report the recorded data accesses in the specified form')
report.set_argparser(parser_report)
@@ -33,5 +38,7 @@ args = parser.parse_args()
if args.command == 'record':
record.main(args)
+elif args.command == 'schemes':
+ schemes.main(args)
elif args.command == 'report':
report.main(args)
diff --git a/tools/damon/record.py b/tools/damon/record.py
index a547d479a103..3bbf7b8359da 100644
--- a/tools/damon/record.py
+++ b/tools/damon/record.py
@@ -6,28 +6,12 @@ Record data access patterns of the target process.
"""
import argparse
-import copy
import os
import signal
import subprocess
import time
-debugfs_attrs = None
-debugfs_record = None
-debugfs_pids = None
-debugfs_monitor_on = None
-
-def set_target_pid(pid):
- return subprocess.call('echo %s > %s' % (pid, debugfs_pids), shell=True,
- executable='/bin/bash')
-
-def turn_damon(on_off):
- return subprocess.call("echo %s > %s" % (on_off, debugfs_monitor_on),
- shell=True, executable="/bin/bash")
-
-def is_damon_running():
- with open(debugfs_monitor_on, 'r') as f:
- return f.read().strip() == 'on'
+import _damon
def do_record(target, is_target_cmd, attrs, old_attrs):
if os.path.isfile(attrs.rfile_path):
@@ -36,93 +20,29 @@ def do_record(target, is_target_cmd, attrs, old_attrs):
if attrs.apply():
print('attributes (%s) failed to be applied' % attrs)
cleanup_exit(old_attrs, -1)
- print('# damon attrs: %s' % attrs)
+ print('# damon attrs: %s %s' % (attrs.attr_str(), attrs.record_str()))
if is_target_cmd:
p = subprocess.Popen(target, shell=True, executable='/bin/bash')
target = p.pid
- if set_target_pid(target):
+ if _damon.set_target_pid(target):
print('pid setting (%s) failed' % target)
cleanup_exit(old_attrs, -2)
- if turn_damon('on'):
+ if _damon.turn_damon('on'):
print('could not turn on damon' % target)
cleanup_exit(old_attrs, -3)
if is_target_cmd:
p.wait()
while True:
# damon will turn it off by itself if the target tasks are terminated.
- if not is_damon_running():
+ if not _damon.is_damon_running():
break
time.sleep(1)
cleanup_exit(old_attrs, 0)
-class Attrs:
- sample_interval = None
- aggr_interval = None
- regions_update_interval = None
- min_nr_regions = None
- max_nr_regions = None
- rbuf_len = None
- rfile_path = None
-
- def __init__(self, s, a, r, n, x, l, f):
- self.sample_interval = s
- self.aggr_interval = a
- self.regions_update_interval = r
- self.min_nr_regions = n
- self.max_nr_regions = x
- self.rbuf_len = l
- self.rfile_path = f
-
- def __str__(self):
- return "%s %s %s %s %s %s %s" % (self.sample_interval, self.aggr_interval,
- self.regions_update_interval, self.min_nr_regions,
- self.max_nr_regions, self.rbuf_len, self.rfile_path)
-
- def attr_str(self):
- return "%s %s %s %s %s " % (self.sample_interval, self.aggr_interval,
- self.regions_update_interval, self.min_nr_regions,
- self.max_nr_regions)
-
- def record_str(self):
- return '%s %s ' % (self.rbuf_len, self.rfile_path)
-
- def apply(self):
- ret = subprocess.call('echo %s > %s' % (self.attr_str(), debugfs_attrs),
- shell=True, executable='/bin/bash')
- if ret:
- return ret
- return subprocess.call('echo %s > %s' % (self.record_str(),
- debugfs_record), shell=True, executable='/bin/bash')
-
-def current_attrs():
- with open(debugfs_attrs, 'r') as f:
- attrs = f.read().split()
- attrs = [int(x) for x in attrs]
-
- with open(debugfs_record, 'r') as f:
- rattrs = f.read().split()
- attrs.append(int(rattrs[0]))
- attrs.append(rattrs[1])
- return Attrs(*attrs)
-
-def cmd_args_to_attrs(args):
- "Generate attributes with specified arguments"
- sample_interval = args.sample
- aggr_interval = args.aggr
- regions_update_interval = args.updr
- min_nr_regions = args.minr
- max_nr_regions = args.maxr
- rbuf_len = args.rbuf
- if not os.path.isabs(args.out):
- args.out = os.path.join(os.getcwd(), args.out)
- rfile_path = args.out
- return Attrs(sample_interval, aggr_interval, regions_update_interval,
- min_nr_regions, max_nr_regions, rbuf_len, rfile_path)
-
def cleanup_exit(orig_attrs, exit_code):
- if is_damon_running():
- if turn_damon('off'):
+ if _damon.is_damon_running():
+ if _damon.turn_damon('off'):
print('failed to turn damon off!')
if orig_attrs:
if orig_attrs.apply():
@@ -133,51 +53,19 @@ def sighandler(signum, frame):
print('\nsignal %s received' % signum)
cleanup_exit(orig_attrs, signum)
-def chk_update_debugfs(debugfs):
- global debugfs_attrs
- global debugfs_record
- global debugfs_pids
- global debugfs_monitor_on
-
- debugfs_damon = os.path.join(debugfs, 'damon')
- debugfs_attrs = os.path.join(debugfs_damon, 'attrs')
- debugfs_record = os.path.join(debugfs_damon, 'record')
- debugfs_pids = os.path.join(debugfs_damon, 'pids')
- debugfs_monitor_on = os.path.join(debugfs_damon, 'monitor_on')
-
- if not os.path.isdir(debugfs_damon):
- print("damon debugfs dir (%s) not found", debugfs_damon)
- exit(1)
-
- for f in [debugfs_attrs, debugfs_record, debugfs_pids, debugfs_monitor_on]:
- if not os.path.isfile(f):
- print("damon debugfs file (%s) not found" % f)
- exit(1)
-
def chk_permission():
if os.geteuid() != 0:
print("Run as root")
exit(1)
def set_argparser(parser):
+ _damon.set_attrs_argparser(parser)
parser.add_argument('target', type=str, metavar='<target>',
help='the target command or the pid to record')
- parser.add_argument('-s', '--sample', metavar='<interval>', type=int,
- default=5000, help='sampling interval')
- parser.add_argument('-a', '--aggr', metavar='<interval>', type=int,
- default=100000, help='aggregate interval')
- parser.add_argument('-u', '--updr', metavar='<interval>', type=int,
- default=1000000, help='regions update interval')
- parser.add_argument('-n', '--minr', metavar='<# regions>', type=int,
- default=10, help='minimal number of regions')
- parser.add_argument('-m', '--maxr', metavar='<# regions>', type=int,
- default=1000, help='maximum number of regions')
parser.add_argument('-l', '--rbuf', metavar='<len>', type=int,
default=1024*1024, help='length of record result buffer')
parser.add_argument('-o', '--out', metavar='<file path>', type=str,
default='damon.data', help='output file path')
- parser.add_argument('-d', '--debugfs', metavar='<debugfs>', type=str,
- default='/sys/kernel/debug', help='debugfs mounted path')
def main(args=None):
global orig_attrs
@@ -187,13 +75,14 @@ def main(args=None):
args = parser.parse_args()
chk_permission()
- chk_update_debugfs(args.debugfs)
+ _damon.chk_update_debugfs(args.debugfs)
signal.signal(signal.SIGINT, sighandler)
signal.signal(signal.SIGTERM, sighandler)
- orig_attrs = current_attrs()
+ orig_attrs = _damon.current_attrs()
- new_attrs = cmd_args_to_attrs(args)
+ args.schemes = ''
+ new_attrs = _damon.cmd_args_to_attrs(args)
target = args.target
target_fields = target.split()
diff --git a/tools/damon/schemes.py b/tools/damon/schemes.py
new file mode 100644
index 000000000000..ca1551fe5696
--- /dev/null
+++ b/tools/damon/schemes.py
@@ -0,0 +1,105 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"""
+Apply given operation schemes to the target process.
+"""
+
+import argparse
+import os
+import signal
+import subprocess
+import time
+
+import _convert_damos
+import _damon
+
+def run_damon(target, is_target_cmd, attrs, old_attrs):
+ if os.path.isfile(attrs.rfile_path):
+ os.rename(attrs.rfile_path, attrs.rfile_path + '.old')
+
+ if attrs.apply():
+ print('attributes (%s) failed to be applied' % attrs)
+ cleanup_exit(old_attrs, -1)
+ print('# damon attrs: %s %s' % (attrs.attr_str(), attrs.record_str()))
+ for line in attrs.schemes.split('\n'):
+ print('# scheme: %s' % line)
+ if is_target_cmd:
+ p = subprocess.Popen(target, shell=True, executable='/bin/bash')
+ target = p.pid
+ if _damon.set_target_pid(target):
+ print('pid setting (%s) failed' % target)
+ cleanup_exit(old_attrs, -2)
+ if _damon.turn_damon('on'):
+ print('could not turn on damon' % target)
+ cleanup_exit(old_attrs, -3)
+ if is_target_cmd:
+ p.wait()
+ while True:
+ # damon will turn it off by itself if the target tasks are terminated.
+ if not _damon.is_damon_running():
+ break
+ time.sleep(1)
+
+ cleanup_exit(old_attrs, 0)
+
+def cleanup_exit(orig_attrs, exit_code):
+ if _damon.is_damon_running():
+ if _damon.turn_damon('off'):
+ print('failed to turn damon off!')
+ if orig_attrs:
+ if orig_attrs.apply():
+ print('original attributes (%s) restoration failed!' % orig_attrs)
+ exit(exit_code)
+
+def sighandler(signum, frame):
+ print('\nsignal %s received' % signum)
+ cleanup_exit(orig_attrs, signum)
+
+def chk_permission():
+ if os.geteuid() != 0:
+ print("Run as root")
+ exit(1)
+
+def set_argparser(parser):
+ _damon.set_attrs_argparser(parser)
+ parser.add_argument('target', type=str, metavar='<target>',
+ help='the target command or the pid to record')
+ parser.add_argument('-c', '--schemes', metavar='<file>', type=str,
+ default='damon.schemes',
+ help='data access monitoring-based operation schemes')
+
+def main(args=None):
+ global orig_attrs
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ chk_permission()
+ _damon.chk_update_debugfs(args.debugfs)
+
+ signal.signal(signal.SIGINT, sighandler)
+ signal.signal(signal.SIGTERM, sighandler)
+ orig_attrs = _damon.current_attrs()
+
+ args.rbuf = 0
+ args.out = 'null'
+ args.schemes = _convert_damos.convert(args.schemes, args.sample, args.aggr)
+ new_attrs = _damon.cmd_args_to_attrs(args)
+ target = args.target
+
+ target_fields = target.split()
+ if not subprocess.call('which %s > /dev/null' % target_fields[0],
+ shell=True, executable='/bin/bash'):
+ run_damon(target, True, new_attrs, orig_attrs)
+ else:
+ try:
+ pid = int(target)
+ except:
+ print('target \'%s\' is neither a command, nor a pid' % target)
+ exit(1)
+ run_damon(target, False, new_attrs, orig_attrs)
+
+if __name__ == '__main__':
+ main()
--
2.17.1
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