resource_monitor - monitors the cpu, memory, io, and disk usage of a tree of processes.
resource_monitor [options] -- command [command-options]
resource_monitor is a tool to monitor the computational
resources used by the process created by the command given as an
argument, and all its descendants. The monitor works
'indirectly', that is, by observing how the environment changed
while a process was running, therefore all the information
reported should be considered just as an estimate (this is in
contrast with direct methods, such as ptrace). It has been tested
in Linux, FreeBSD, and Darwin, and can be used automatically by
makeflow and work queue applications.
Additionally, the user can specify maximum resource limits in the
form of a file, or a string given at the command line. If one of
the resources goes over the limit specified, then the monitor
terminates the task, and reports which resource went over the
In systems that support it, resource_monitor wraps some
libc functions to obtain a better estimate of the resources used.
Currently, the monitor does not support interactive applications. That
is, if a process issues a read call from standard input, and standard
input has not been redirected, then the tree process is
terminated. This is likely to change in future versions of the tool.
resource_monitor generates up to three log files: a summary file encoded
as json with the maximum values of resource used, a time-series that shows the
resources used at given time intervals, and a list of files that were opened
The summary file is a JSON document with the following fields. Unless indicated, all fields are integers.
command: the command line given as an argument
start: microseconds at start of execution, since the epoch
end: microseconds at end of execution, since the epoch
exit_type: one of "normal", "signal" or "limit" (a string)
signal: number of the signal that terminated the process
Only present if exit_type is signal
cores: maximum number of cores used
cores_avg: number of cores as cpu_time/wall_time (a float)
exit_status: final status of the parent process
max_concurrent_processes: the maximum number of processes running concurrently
total_processes: count of all of the processes created
wall_time: microseconds spent during execution, end - start
cpu_time: user+system time of the execution, in microseconds
virtual_memory: maximum virtual memory across all processes, in MB
memory: maximum resident size across all processes, in MB
swap_memory: maximum swap usage across all processes, in MB
bytes_read: amount of data read from disk, in MB
bytes_written: amount of data written to disk, in MB
bytes_received: amount of data read from network interfaces, in MB
bytes_sent: amount of data written to network interfaces, in MB
bandwidth: maximum bandwidth used, in Mbps
total_files: total maximum number of files and directories of
all the working directories in the tree
disk: size in MB of all working directories in the tree
limits_exceeded: resources over the limit with -l, -L options (JSON)
peak_times: seconds from start when a maximum occured (JSON)
snapshots: List of intermediate measurements, identified by
The time-series log has a row per time sample. For each row, the columns have the following meaning (all columns are integers):
wall_clock the sample time, since the epoch, in microseconds
cpu_time accumulated user + kernel time, in microseconds
cores current number of cores used
max_concurrent_processes concurrent processes at the time of the sample
virtual_memory current virtual memory size, in MB
memory current resident memory size, in MB
swap_memory current swap usage, in MB
bytes_read accumulated number of bytes read, in bytes
bytes_written accumulated number of bytes written, in bytes
bytes_received accumulated number of bytes received, in bytes
bytes_sent accumulated number of bytes sent, in bytes
bandwidth current bandwidth, in bps
total_files current number of files and directories, across all
working directories in the tree
disk current size of working directories in the tree, in MB
The limits file should contain lines of the form:
| -d,--debug <subsystem>|
|Enable debugging for this subsystem.
| -o,--debug-file <file>|
|Write debugging output to this file. By default, debugging is sent to stderr (":stderr"). You may specify logs be sent to stdout (":stdout"), to the system syslog (":syslog"), or to the systemd journal (":journal").
| -i,--interval <n>|
|Interval between observations, in seconds (default=1).
| -c,--sh <str>|
|Read command line from , and execute as '/bin/sh -c '.
| -l,--limits-file <file>|
|Use maxfile with list of var: value pairs for resource limits.
| -L,--limits <string>|
|String of the form "var: value, var: value\ to specify resource limits. (Could be specified multiple times.)
| -f, --child-in-foreground ||Keep the monitored process in foreground (for interactive use).
| -O,--with-output-files <template>|
|Specify template for log files (default=resource-pid-).
| --with-time-series ||Write resource time series to .series.
| --with-inotify ||Write inotify statistics to .files.
| -V,--verbatim-to-summary <str>|
|Include this string verbatim in a line in the summary. (Could be specified multiple times.)
| --follow-chdir ||Follow processes' current working directories.
| --measure-dir= ||Follow the size of . If not specified, follow the current directory. Can be specified multiple times.
| --without-time-series ||Do not write the time-series log file.
| --without-opened-files ||Do not write the list of opened files.
| --without-disk-footprint ||Do not measure working directory footprint (default).
| --snapshot-events= ||Configuration file for snapshots on file patterns. See below.
| -v,--version ||Show version string.
| -h,--help ||Show help text.
It may contain any of the following fields, in the same units as
defined for the summary file:
virtual_memory, resident_memory, swap_memory,
- CCTOOLS_RESOURCE_MONITOR_HELPER Location of the desired helper library to wrap libc calls. If not provided
0 The command exit status was 0, and the monitor process ran without errors.
1 The command exit status was non-zero, and the monitor process ran without errors.
2 The command was terminated because it ran out of resources (see options -l, -L).
3 The command did not run succesfully because the monitor process had an error.
To obtain the exit status of the original command, see the generated file with extension .summary.
The resource_monitor can be directed to take snapshots of the resources used
according to the files created by the processes monitored. The typical use of
monitoring snapshots is to set a watch on a log file, and generate a snapshot
when a line in the log matches a pattern. To activate the snapshot facility,
use the command line argument --snapshot-events=, in which is a
JSON-encoded document with the following format:
All fields but label are optional.
FILENAME: Name of a file to watch.
from-start:boolean If FILENAME exits when the monitor starts running, process from line 1. Default: false, as monitored processes may be appending to already existing files.
from-start-if-truncated If FILENAME is truncated, process from line 1. Default: true, to account for log rotations.
delete-if-found Delete FILENAME when found. Default: false
label Name that identifies the snapshot. Only alphanumeric, -,
and _ characters are allowed.
on-create Take a snapshot every time the file is created. Default: false
on-truncate Take a snapshot when the file is truncated. Default: false
on-pattern Take a snapshot when a line matches the regexp pattern. Default: none
count Maximum number of snapshots for this label. Default: -1 (no limit)
The snapshots are recorded both in the main resource summary file under the key
snapshots, and as a JSON-encoded document, with the extension
.snapshot.NN, in which NN is the sequence number of the snapshot. The snapshots
are identified with the key "snapshot_name", which is a comma separated string
of label(count) elements. A label corresponds to a name that
identifies the snapshot, and the count is the number of times an event was
triggered since last check (several events may be triggered, for example, when
several matching lines are written to the log). Several events may have the same label, and exactly one of on-create, on-truncate, and on-pattern should be specified per event.
To monitor 'sleep 10', at 2 second intervals, with output to sleep-log.summary, and with a monitor alarm at 5 seconds:
% resource_monitor --interval=2 -L"wall_time: 5" -o sleep-log -- sleep 10
Execute 'date' and redirect its output to a file:
% resource_monitor --sh 'date > date.output'
It can also be run automatically from makeflow, by specifying the '-M' flag:
% makeflow --monitor=some-log-dir Makeflow
In this case, makeflow wraps every command line rule with the
monitor, and writes the resulting logs per rule in the
Additionally, it can be run automatically from Work Queue:
q = work_queue_create_monitoring(port);
wraps every task with the monitor and writes the resulting summaries in
Generate a snapshot when "my.log" is created:
Generate snapshots every time a line is added to "my.log":
Generate snapshots on particular lines of "my.log":
A task may be setup to generate a file every time a snapshot is desired. The
monitor can detected this file, generate a snapshot, and delete the file to get
ready for the next snapshot:
BUGS AND KNOWN ISSUES
- The monitor cannot track the children of statically linked executables.
- The option --snapshot-events assumes that the watched files are written by appending to them. File truncation may not be detected if between checks the size of the file is larger or equal to the size after truncation. File checks are fixed at intervals of 1 second.
The Cooperative Computing Tools are Copyright (C) 2003-2004 Douglas Thain and Copyright (C) 2005-2015 The University of Notre Dame. This software is distributed under the GNU General Public License. See the file COPYING for details.
CCTools 6.2.1 FINAL from source released on