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Documentation: add documents for DAMON
This commit adds documents for DAMON under `Documentation/admin-guide/mm/damon/` and `Documentation/vm/damon/`. Link: https://lkml.kernel.org/r/[email protected] Signed-off-by: SeongJae Park <[email protected]> Reviewed-by: Fernand Sieber <[email protected]> Reviewed-by: Markus Boehme <[email protected]> Cc: Alexander Shishkin <[email protected]> Cc: Amit Shah <[email protected]> Cc: Benjamin Herrenschmidt <[email protected]> Cc: Brendan Higgins <[email protected]> Cc: David Hildenbrand <[email protected]> Cc: David Rientjes <[email protected]> Cc: David Woodhouse <[email protected]> Cc: Fan Du <[email protected]> Cc: Greg Kroah-Hartman <[email protected]> Cc: Greg Thelen <[email protected]> Cc: Ingo Molnar <[email protected]> Cc: Joe Perches <[email protected]> Cc: Jonathan Cameron <[email protected]> Cc: Jonathan Corbet <[email protected]> Cc: Leonard Foerster <[email protected]> Cc: Marco Elver <[email protected]> Cc: Maximilian Heyne <[email protected]> Cc: Mel Gorman <[email protected]> Cc: Minchan Kim <[email protected]> Cc: Namhyung Kim <[email protected]> Cc: Peter Zijlstra <[email protected]> Cc: Rik van Riel <[email protected]> Cc: Shakeel Butt <[email protected]> Cc: Shuah Khan <[email protected]> Cc: Steven Rostedt (VMware) <[email protected]> Cc: Vladimir Davydov <[email protected]> Cc: Vlastimil Babka <[email protected]> Signed-off-by: Andrew Morton <[email protected]> Signed-off-by: Linus Torvalds <[email protected]>
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.. SPDX-License-Identifier: GPL-2.0 | ||
======================== | ||
Monitoring Data Accesses | ||
======================== | ||
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:doc:`DAMON </vm/damon/index>` allows light-weight data access monitoring. | ||
Using DAMON, users can analyze the memory access patterns of their systems and | ||
optimize those. | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
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start | ||
usage |
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.. SPDX-License-Identifier: GPL-2.0 | ||
=============== | ||
Getting Started | ||
=============== | ||
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This document briefly describes how you can use DAMON by demonstrating its | ||
default user space tool. Please note that this document describes only a part | ||
of its features for brevity. Please refer to :doc:`usage` for more details. | ||
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TL; DR | ||
====== | ||
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Follow the commands below to monitor and visualize the memory access pattern of | ||
your workload. :: | ||
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# # build the kernel with CONFIG_DAMON_*=y, install it, and reboot | ||
# mount -t debugfs none /sys/kernel/debug/ | ||
# git clone https://github.com/awslabs/damo | ||
# ./damo/damo record $(pidof <your workload>) | ||
# ./damo/damo report heat --plot_ascii | ||
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The final command draws the access heatmap of ``<your workload>``. The heatmap | ||
shows which memory region (x-axis) is accessed when (y-axis) and how frequently | ||
(number; the higher the more accesses have been observed). :: | ||
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111111111111111111111111111111111111111111111111111111110000 | ||
111121111111111111111111111111211111111111111111111111110000 | ||
000000000000000000000000000000000000000000000000001555552000 | ||
000000000000000000000000000000000000000000000222223555552000 | ||
000000000000000000000000000000000000000011111677775000000000 | ||
000000000000000000000000000000000000000488888000000000000000 | ||
000000000000000000000000000000000177888400000000000000000000 | ||
000000000000000000000000000046666522222100000000000000000000 | ||
000000000000000000000014444344444300000000000000000000000000 | ||
000000000000000002222245555510000000000000000000000000000000 | ||
# access_frequency: 0 1 2 3 4 5 6 7 8 9 | ||
# x-axis: space (140286319947776-140286426374096: 101.496 MiB) | ||
# y-axis: time (605442256436361-605479951866441: 37.695430s) | ||
# resolution: 60x10 (1.692 MiB and 3.770s for each character) | ||
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Prerequisites | ||
============= | ||
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Kernel | ||
------ | ||
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You should first ensure your system is running on a kernel built with | ||
``CONFIG_DAMON_*=y``. | ||
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User Space Tool | ||
--------------- | ||
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For the demonstration, we will use the default user space tool for DAMON, | ||
called DAMON Operator (DAMO). It is available at | ||
https://github.com/awslabs/damo. The examples below assume that ``damo`` is on | ||
your ``$PATH``. It's not mandatory, though. | ||
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Because DAMO is using the debugfs interface (refer to :doc:`usage` for the | ||
detail) of DAMON, you should ensure debugfs is mounted. Mount it manually as | ||
below:: | ||
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# mount -t debugfs none /sys/kernel/debug/ | ||
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or append the following line to your ``/etc/fstab`` file so that your system | ||
can automatically mount debugfs upon booting:: | ||
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debugfs /sys/kernel/debug debugfs defaults 0 0 | ||
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Recording Data Access Patterns | ||
============================== | ||
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The commands below record the memory access patterns of a program and save the | ||
monitoring results to a file. :: | ||
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$ git clone https://github.com/sjp38/masim | ||
$ cd masim; make; ./masim ./configs/zigzag.cfg & | ||
$ sudo damo record -o damon.data $(pidof masim) | ||
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The first two lines of the commands download an artificial memory access | ||
generator program and run it in the background. The generator will repeatedly | ||
access two 100 MiB sized memory regions one by one. You can substitute this | ||
with your real workload. The last line asks ``damo`` to record the access | ||
pattern in the ``damon.data`` file. | ||
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Visualizing Recorded Patterns | ||
============================= | ||
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The following three commands visualize the recorded access patterns and save | ||
the results as separate image files. :: | ||
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$ damo report heats --heatmap access_pattern_heatmap.png | ||
$ damo report wss --range 0 101 1 --plot wss_dist.png | ||
$ damo report wss --range 0 101 1 --sortby time --plot wss_chron_change.png | ||
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- ``access_pattern_heatmap.png`` will visualize the data access pattern in a | ||
heatmap, showing which memory region (y-axis) got accessed when (x-axis) | ||
and how frequently (color). | ||
- ``wss_dist.png`` will show the distribution of the working set size. | ||
- ``wss_chron_change.png`` will show how the working set size has | ||
chronologically changed. | ||
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You can view the visualizations of this example workload at [1]_. | ||
Visualizations of other realistic workloads are available at [2]_ [3]_ [4]_. | ||
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.. [1] https://damonitor.github.io/doc/html/v17/admin-guide/mm/damon/start.html#visualizing-recorded-patterns | ||
.. [2] https://damonitor.github.io/test/result/visual/latest/rec.heatmap.1.png.html | ||
.. [3] https://damonitor.github.io/test/result/visual/latest/rec.wss_sz.png.html | ||
.. [4] https://damonitor.github.io/test/result/visual/latest/rec.wss_time.png.html |
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.. SPDX-License-Identifier: GPL-2.0 | ||
=============== | ||
Detailed Usages | ||
=============== | ||
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DAMON provides below three interfaces for different users. | ||
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- *DAMON user space tool.* | ||
This is for privileged people such as system administrators who want a | ||
just-working human-friendly interface. Using this, users can use the DAMON’s | ||
major features in a human-friendly way. It may not be highly tuned for | ||
special cases, though. It supports only virtual address spaces monitoring. | ||
- *debugfs interface.* | ||
This is for privileged user space programmers who want more optimized use of | ||
DAMON. Using this, users can use DAMON’s major features by reading | ||
from and writing to special debugfs files. Therefore, you can write and use | ||
your personalized DAMON debugfs wrapper programs that reads/writes the | ||
debugfs files instead of you. The DAMON user space tool is also a reference | ||
implementation of such programs. It supports only virtual address spaces | ||
monitoring. | ||
- *Kernel Space Programming Interface.* | ||
This is for kernel space programmers. Using this, users can utilize every | ||
feature of DAMON most flexibly and efficiently by writing kernel space | ||
DAMON application programs for you. You can even extend DAMON for various | ||
address spaces. | ||
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Nevertheless, you could write your own user space tool using the debugfs | ||
interface. A reference implementation is available at | ||
https://github.com/awslabs/damo. If you are a kernel programmer, you could | ||
refer to :doc:`/vm/damon/api` for the kernel space programming interface. For | ||
the reason, this document describes only the debugfs interface | ||
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debugfs Interface | ||
================= | ||
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DAMON exports three files, ``attrs``, ``target_ids``, and ``monitor_on`` under | ||
its debugfs directory, ``<debugfs>/damon/``. | ||
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Attributes | ||
---------- | ||
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Users can get and set the ``sampling interval``, ``aggregation interval``, | ||
``regions update interval``, and min/max number of monitoring target regions by | ||
reading from and writing to the ``attrs`` file. To know about the monitoring | ||
attributes in detail, please refer to the :doc:`/vm/damon/design`. For | ||
example, below commands set those values to 5 ms, 100 ms, 1,000 ms, 10 and | ||
1000, and then check it again:: | ||
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# cd <debugfs>/damon | ||
# echo 5000 100000 1000000 10 1000 > attrs | ||
# cat attrs | ||
5000 100000 1000000 10 1000 | ||
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Target IDs | ||
---------- | ||
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Some types of address spaces supports multiple monitoring target. For example, | ||
the virtual memory address spaces monitoring can have multiple processes as the | ||
monitoring targets. Users can set the targets by writing relevant id values of | ||
the targets to, and get the ids of the current targets by reading from the | ||
``target_ids`` file. In case of the virtual address spaces monitoring, the | ||
values should be pids of the monitoring target processes. For example, below | ||
commands set processes having pids 42 and 4242 as the monitoring targets and | ||
check it again:: | ||
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# cd <debugfs>/damon | ||
# echo 42 4242 > target_ids | ||
# cat target_ids | ||
42 4242 | ||
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Note that setting the target ids doesn't start the monitoring. | ||
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Turning On/Off | ||
-------------- | ||
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Setting the files as described above doesn't incur effect unless you explicitly | ||
start the monitoring. You can start, stop, and check the current status of the | ||
monitoring by writing to and reading from the ``monitor_on`` file. Writing | ||
``on`` to the file starts the monitoring of the targets with the attributes. | ||
Writing ``off`` to the file stops those. DAMON also stops if every target | ||
process is terminated. Below example commands turn on, off, and check the | ||
status of DAMON:: | ||
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# cd <debugfs>/damon | ||
# echo on > monitor_on | ||
# echo off > monitor_on | ||
# cat monitor_on | ||
off | ||
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Please note that you cannot write to the above-mentioned debugfs files while | ||
the monitoring is turned on. If you write to the files while DAMON is running, | ||
an error code such as ``-EBUSY`` will be returned. | ||
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Tracepoint for Monitoring Results | ||
================================= | ||
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DAMON provides the monitoring results via a tracepoint, | ||
``damon:damon_aggregated``. While the monitoring is turned on, you could | ||
record the tracepoint events and show results using tracepoint supporting tools | ||
like ``perf``. For example:: | ||
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# echo on > monitor_on | ||
# perf record -e damon:damon_aggregated & | ||
# sleep 5 | ||
# kill 9 $(pidof perf) | ||
# echo off > monitor_on | ||
# perf script |
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concepts | ||
cma_debugfs | ||
damon/index | ||
hugetlbpage | ||
idle_page_tracking | ||
ksm | ||
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.. SPDX-License-Identifier: GPL-2.0 | ||
============= | ||
API Reference | ||
============= | ||
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Kernel space programs can use every feature of DAMON using below APIs. All you | ||
need to do is including ``damon.h``, which is located in ``include/linux/`` of | ||
the source tree. | ||
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Structures | ||
========== | ||
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.. kernel-doc:: include/linux/damon.h | ||
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Functions | ||
========= | ||
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.. kernel-doc:: mm/damon/core.c |
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