* [PATCH v12 00/16] Introduce Data Access MONitor (DAMON)
@ 2020-05-18 10:00 SeongJae Park
2020-05-18 10:00 ` [PATCH v12 01/16] scripts/spelling: Add a few more typos SeongJae Park
` (15 more replies)
0 siblings, 16 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
Introduction
============
DAMON is a data access monitoring framework subsystem for the Linux kernel.
The core mechanisms of DAMON called 'region based sampling' and adaptive
regions adjustment' (refer to :doc:`mechanisms` for the detail) make it
accurate, efficient, and scalable. Using this framework, therefore, the
kernel's core memory management mechanisms including reclamation and THP can be
optimized for better memory management. The memory management optimization
works that have not merged into the mainline due to their high data access
monitoring overhead will be able to have another try. In user space,
meanwhile, users who have some special workloads will be able to write
personalized tools or applications for more understanding and specialized
optimizations of their systems using the DAMON as a framework.
More Information
================
We prepared a showcase web site[1] that you can get more information of DAMON.
There are
- the official documentation of DAMON[2],
- the heatmap format dynamic access pattern of various realistic workloads for
heap area[3], mmap()-ed area[4], and stack[5] area,
- the dynamic working set size distribution[6] and chronological working set
size changes[7], and
- the latest performance test results[8].
[1] https://damonitor.github.io
[2] https://damonitor.github.io/doc/html/latest
[3] https://damonitor.github.io/test/result/visual/latest/heatmap.0.html
[4] https://damonitor.github.io/test/result/visual/latest/heatmap.1.html
[5] https://damonitor.github.io/test/result/visual/latest/heatmap.2.html
[6] https://damonitor.github.io/test/result/visual/latest/wss_sz.html
[7] https://damonitor.github.io/test/result/visual/latest/wss_time.html
[8] https://damonitor.github.io/test/result/perf/latest/html/index.html
Evaluations
===========
We evaluated DAMON's overhead, monitoring quality and usefulness using 25
realistic workloads on my QEMU/KVM based virtual machine.
DAMON is lightweight. It consumes only 0.03% more system memory and up to 1%
CPU time. It makes target worloads only 0.7% slower.
DAMON is accurate and useful for memory management optimizations. An
experimental DAMON-based operation scheme for THP removes 63.12% of THP memory
overheads while preserving 49.15% of THP speedup. Another experimental
DAMON-based 'proactive reclamation' implementation reduces 85.85% of
residentail sets and 21.98% of system memory footprint while incurring only
2.42% runtime overhead in best case (parsec3/freqmine).
NOTE that the experimentail THP optimization and proactive reclamation are not
for production, just only for proof of concepts.
Please refer to 'Appendix C' for detailed evaluation setup and results.
Baseline and Complete Git Trees
===============================
The patches are based on the v5.6. You can also clone the complete git
tree:
$ git clone git://github.com/sjp38/linux -b damon/patches/v12
The web is also available:
https://github.com/sjp38/linux/releases/tag/damon/patches/v12
There are a couple of trees for entire DAMON patchset series. The first one[1]
contains the changes for latest release, while the other one[2] contains the
changes for next release.
[1] https://github.com/sjp38/linux/tree/damon/master
[2] https://github.com/sjp38/linux/tree/damon/next
Sequence Of Patches
===================
The patches are organized in the following sequence. The first two patches are
preparation of DAMON patchset. The 1st patch adds typos found in previous
versions of DAMON patchset to 'scripts/spelling.txt' so that the typos can be
caught by 'checkpatch.pl'. The 2nd patch exports 'lookup_page_ext()' to GPL
modules so that it can be used by DAMON even though it is built as a loadable
module.
Next five patches implement the core of DAMON and it's programming interface.
The 3rd patch introduces DAMON module, it's data structures, and data structure
related common functions. Following four patches (4nd to 7th) implements the
core mechanisms of DAMON, namely regions based sampling (patch 4), adaptive
regions adjustment (patches 5-6), and dynamic memory mapping chage adoption
(patch 7).
Following four patches are for low level users of DAMON. The 8th patch
implements callbacks for each of monitoring steps so that users can do whatever
they want with the access patterns. The 9th one implements recording of access
patterns in DAMON for better convenience and efficiency. Each of next two
patches (10th and 11th) respectively adds a debugfs interface for privileged
people and/or programs in user space, and a tracepoint for other tracepoints
supporting tracers such as perf.
Two patches for high level users of DAMON follows. To provide a minimal
reference to the debugfs interface and for high level use/tests of the DAMON,
the next patch (12th) implements an user space tool. The 13th patch adds a
document for administrators of DAMON.
Next two patches are for tests. The 14th and 15th patches provide unit tests
(based on kunit) and user space tests (based on kselftest), respectively.
Finally, the last patch (16th) updates the MAINTAINERS file.
Patch History
=============
Below are main changes for recent 5 versions of this patchset. Please refer to
oldest patchset listed here to get older history.
Changes from v11
(https://lore.kernel.org/linux-mm/20200511123302.12520-1-sjpark@amazon.com/)
- Rewrite the document (Stefan Nuernberger)
- Make 'damon_for_each_*' argument order consistent (Leonard Foerster)
- Fix wrong comment in 'kdamond_merge_regions()' (Leonard Foerster)
Changes from v10
(https://lore.kernel.org/linux-mm/20200505110815.10532-1-sjpark@amazon.com/)
- Reduce aggressive split overhead by doing it only if required
Changes from v9
(https://lore.kernel.org/linux-mm/20200427120442.24179-1-sjpark@amazon.com/)
- Split each region into 4 subregions if possible (Jonathan Cameraon)
- Update kunit test for the split code change
Changes from v8
(https://lore.kernel.org/linux-mm/20200406130938.14066-1-sjpark@amazon.com/)
- Make regions always aligned by minimal region size that can be changed
(Stefan Nuernberger)
- Store binary format version in the recording file (Stefan Nuernberger)
- Use 'int' for pid instead of 'unsigned long' (Stefan Nuernberger)
- Fix a race condition in damon thread termination (Stefan Nuernberger)
- Optimize random value generation and recording (Stefan Nuernberger)
- Clean up commit messages and comments (Stefan Nuernberger)
- Clean up code (Stefan Nuernberger)
- Use explicit signalling and 'do_exit()' for damon thread termination
- Add more typos to spelling.txt
- Update the performance evaluation results
- Describe future plans in the cover letter
Changes from v7
(https://lore.kernel.org/linux-mm/20200318112722.30143-1-sjpark@amazon.com/)
- Cleanup variable names (Jonathan Cameron)
- Split sampling address setup from access_check() (Jonathan Cameron)
- Make sampling address to always locate in the region (Jonathan Cameron)
- Make initial region's sampling addr to be old (Jonathan Cameron)
- Split kdamond on/off function to seperate functions (Jonathan Cameron)
- Fix wrong kernel doc comments (Jonathan Cameron)
- Reset 'last_accessed' to false in kdamond_check_access() if necessary
- Rebase on v5.6
SeongJae Park (16):
scripts/spelling: Add a few more typos
mm/page_ext: Export lookup_page_ext() to GPL modules
mm: Introduce Data Access MONitor (DAMON)
mm/damon: Implement region based sampling
mm/damon: Adaptively adjust regions
mm/damon: Split regions into 3 subregions if necessary
mm/damon: Apply dynamic memory mapping changes
mm/damon: Implement callbacks
mm/damon: Implement access pattern recording
mm/damon: Add debugfs interface
mm/damon: Add tracepoints
tools: Add a minimal user-space tool for DAMON
Documentation/admin-guide/mm: Add a document for DAMON
mm/damon: Add kunit tests
mm/damon: Add user space selftests
MAINTAINERS: Update for DAMON
Documentation/admin-guide/mm/damon/api.rst | 9 +
.../admin-guide/mm/damon/damon_heatmap.png | Bin 0 -> 8366 bytes
.../admin-guide/mm/damon/damon_wss_change.png | Bin 0 -> 7211 bytes
.../admin-guide/mm/damon/damon_wss_dist.png | Bin 0 -> 6173 bytes
Documentation/admin-guide/mm/damon/faq.rst | 39 +
.../admin-guide/mm/damon/freqmine_heatmap.png | Bin 0 -> 8687 bytes
.../admin-guide/mm/damon/freqmine_wss_sz.png | Bin 0 -> 4986 bytes
.../mm/damon/freqmine_wss_time.png | Bin 0 -> 6283 bytes
Documentation/admin-guide/mm/damon/guide.rst | 196 +++
Documentation/admin-guide/mm/damon/index.rst | 50 +
.../admin-guide/mm/damon/mechanisms.rst | 111 ++
Documentation/admin-guide/mm/damon/plans.rst | 49 +
Documentation/admin-guide/mm/damon/start.rst | 119 ++
.../mm/damon/streamcluster_heatmap.png | Bin 0 -> 37916 bytes
.../mm/damon/streamcluster_wss_sz.png | Bin 0 -> 5522 bytes
.../mm/damon/streamcluster_wss_time.png | Bin 0 -> 6322 bytes
Documentation/admin-guide/mm/damon/usage.rst | 305 ++++
Documentation/admin-guide/mm/index.rst | 1 +
Documentation/index.rst | 176 +-
MAINTAINERS | 12 +
include/linux/damon.h | 78 +
include/trace/events/damon.h | 43 +
mm/Kconfig | 23 +
mm/Makefile | 1 +
mm/damon-test.h | 622 +++++++
mm/damon.c | 1511 +++++++++++++++++
mm/page_ext.c | 1 +
scripts/spelling.txt | 8 +
tools/damon/.gitignore | 1 +
tools/damon/_dist.py | 36 +
tools/damon/_recfile.py | 23 +
tools/damon/bin2txt.py | 67 +
tools/damon/damo | 37 +
tools/damon/heats.py | 362 ++++
tools/damon/nr_regions.py | 91 +
tools/damon/record.py | 212 +++
tools/damon/report.py | 45 +
tools/damon/wss.py | 97 ++
tools/testing/selftests/damon/Makefile | 7 +
.../selftests/damon/_chk_dependency.sh | 28 +
tools/testing/selftests/damon/_chk_record.py | 108 ++
.../testing/selftests/damon/debugfs_attrs.sh | 139 ++
.../testing/selftests/damon/debugfs_record.sh | 50 +
43 files changed, 4489 insertions(+), 168 deletions(-)
create mode 100644 Documentation/admin-guide/mm/damon/api.rst
create mode 100644 Documentation/admin-guide/mm/damon/damon_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/damon_wss_change.png
create mode 100644 Documentation/admin-guide/mm/damon/damon_wss_dist.png
create mode 100644 Documentation/admin-guide/mm/damon/faq.rst
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_wss_sz.png
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_wss_time.png
create mode 100644 Documentation/admin-guide/mm/damon/guide.rst
create mode 100644 Documentation/admin-guide/mm/damon/index.rst
create mode 100644 Documentation/admin-guide/mm/damon/mechanisms.rst
create mode 100644 Documentation/admin-guide/mm/damon/plans.rst
create mode 100644 Documentation/admin-guide/mm/damon/start.rst
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_wss_sz.png
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_wss_time.png
create mode 100644 Documentation/admin-guide/mm/damon/usage.rst
create mode 100644 include/linux/damon.h
create mode 100644 include/trace/events/damon.h
create mode 100644 mm/damon-test.h
create mode 100644 mm/damon.c
create mode 100644 tools/damon/.gitignore
create mode 100644 tools/damon/_dist.py
create mode 100644 tools/damon/_recfile.py
create mode 100644 tools/damon/bin2txt.py
create mode 100755 tools/damon/damo
create mode 100644 tools/damon/heats.py
create mode 100644 tools/damon/nr_regions.py
create mode 100644 tools/damon/record.py
create mode 100644 tools/damon/report.py
create mode 100644 tools/damon/wss.py
create mode 100644 tools/testing/selftests/damon/Makefile
create mode 100644 tools/testing/selftests/damon/_chk_dependency.sh
create mode 100644 tools/testing/selftests/damon/_chk_record.py
create mode 100755 tools/testing/selftests/damon/debugfs_attrs.sh
create mode 100755 tools/testing/selftests/damon/debugfs_record.sh
--
2.17.1
================================== >8 =========================================
Appendix A: Related Works
=========================
There are a number of researches[1,2,3,4,5,6] optimizing memory management
mechanisms based on the actual memory access patterns that shows impressive
results. However, most of those has no deep consideration about the monitoring
of the accesses itself. Some of those focused on the overhead of the
monitoring, but does not consider the accuracy scalability[6] or has additional
dependencies[7]. Indeed, one recent research[5] about the proactive
reclamation has also proposed[8] to the kernel community but the monitoring
overhead was considered a main problem.
[1] Subramanya R Dulloor, Amitabha Roy, Zheguang Zhao, Narayanan Sundaram,
Nadathur Satish, Rajesh Sankaran, Jeff Jackson, and Karsten Schwan. 2016.
Data tiering in heterogeneous memory systems. In Proceedings of the 11th
European Conference on Computer Systems (EuroSys). ACM, 15.
[2] Youngjin Kwon, Hangchen Yu, Simon Peter, Christopher J Rossbach, and Emmett
Witchel. 2016. Coordinated and efficient huge page management with ingens.
In 12th USENIX Symposium on Operating Systems Design and Implementation
(OSDI). 705–721.
[3] Harald Servat, Antonio J Peña, Germán Llort, Estanislao Mercadal,
HansChristian Hoppe, and Jesús Labarta. 2017. Automating the application
data placement in hybrid memory systems. In 2017 IEEE International
Conference on Cluster Computing (CLUSTER). IEEE, 126–136.
[4] Vlad Nitu, Boris Teabe, Alain Tchana, Canturk Isci, and Daniel Hagimont.
2018. Welcome to zombieland: practical and energy-efficient memory
disaggregation in a datacenter. In Proceedings of the 13th European
Conference on Computer Systems (EuroSys). ACM, 16.
[5] Andres Lagar-Cavilla, Junwhan Ahn, Suleiman Souhlal, Neha Agarwal, Radoslaw
Burny, Shakeel Butt, Jichuan Chang, Ashwin Chaugule, Nan Deng, Junaid
Shahid, Greg Thelen, Kamil Adam Yurtsever, Yu Zhao, and Parthasarathy
Ranganathan. 2019. Software-Defined Far Memory in Warehouse-Scale
Computers. In Proceedings of the 24th International Conference on
Architectural Support for Programming Languages and Operating Systems
(ASPLOS). ACM, New York, NY, USA, 317–330.
DOI:https://doi.org/10.1145/3297858.3304053
[6] Carl Waldspurger, Trausti Saemundsson, Irfan Ahmad, and Nohhyun Park.
2017. Cache Modeling and Optimization using Miniature Simulations. In 2017
USENIX Annual Technical Conference (ATC). USENIX Association, Santa
Clara, CA, 487–498.
https://www.usenix.org/conference/atc17/technical-sessions/
[7] Haojie Wang, Jidong Zhai, Xiongchao Tang, Bowen Yu, Xiaosong Ma, and
Wenguang Chen. 2018. Spindle: Informed Memory Access Monitoring. In 2018
USENIX Annual Technical Conference (ATC). USENIX Association, Boston, MA,
561–574. https://www.usenix.org/conference/atc18/presentation/wang-haojie
[8] Jonathan Corbet. 2019. Proactively reclaiming idle memory. (2019).
https://lwn.net/Articles/787611/.
Appendix B: Limitations of Other Access Monitoring Techniques
=============================================================
The memory access instrumentation techniques which are applied to
many tools such as Intel PIN is essential for correctness required cases such
as memory access bug detections or cache level optimizations. However, those
usually incur exceptionally high overhead which is unacceptable.
Periodic access checks based on access counting features (e.g., PTE Accessed
bits or PG_Idle flags) can reduce the overhead. It sacrifies some of the
quality but it's still ok to many of this domain. However, the overhead
arbitrarily increase as the size of the target workload grows. Miniature-like
static region based sampling can set the upperbound of the overhead, but it
will now decrease the quality of the output as the size of the workload grows.
DAMON is another solution that overcomes the limitations. It is 1) accurate
enough for this domain, 2) light-weight so that it can be applied online, and
3) allow users to set the upper-bound of the overhead, regardless of the size
of target workloads. It is implemented as a simple and small kernel module to
support various users in both of the user space and the kernel space. Refer to
'Evaluations' section below for detailed performance of DAMON.
For the goals, DAMON utilizes its two core mechanisms, which allows lightweight
overhead and high quality of output, repectively. To show how DAMON promises
those, refer to 'Mechanisms of DAMON' section below.
Appendix C: Evaluations
=======================
Setup
-----
On my personal QEMU/KVM based virtual machine on an Intel i7 host machine
running Ubuntu 18.04, I measure runtime and consumed system memory while
running various realistic workloads with several configurations. I use 13 and
12 workloads in PARSEC3[3] and SPLASH-2X[4] benchmark suites, respectively. I
personally use another wrapper scripts[5] for setup and run of the workloads.
On top of this patchset, we also applied the DAMON-based operation schemes
patchset[6] for this evaluation.
Measurement
~~~~~~~~~~~
For the measurement of the amount of consumed memory in system global scope, I
drop caches before starting each of the workloads and monitor 'MemFree' in the
'/proc/meminfo' file. To make results more stable, I repeat the runs 5 times
and average results. You can get stdev, min, and max of the numbers among the
repeated runs in appendix below.
Configurations
~~~~~~~~~~~~~~
The configurations I use are as below.
orig: Linux v5.5 with 'madvise' THP policy
rec: 'orig' plus DAMON running with record feature
thp: same with 'orig', but use 'always' THP policy
ethp: 'orig' plus a DAMON operation scheme[6], 'efficient THP'
prcl: 'orig' plus a DAMON operation scheme, 'proactive reclaim[7]'
I use 'rec' for measurement of DAMON overheads to target workloads and system
memory. The remaining configs including 'thp', 'ethp', and 'prcl' are for
measurement of DAMON monitoring accuracy.
'ethp' and 'prcl' is simple DAMON-based operation schemes developed for
proof of concepts of DAMON. 'ethp' reduces memory space waste of THP by using
DAMON for decision of promotions and demotion for huge pages, while 'prcl' is
as similar as the original work. Those are implemented as below:
# format: <min/max size> <min/max frequency (0-100)> <min/max age> <action>
# ethp: Use huge pages if a region >2MB shows >5% access rate, use regular
# pages if a region >2MB shows <5% access rate for >1 second
2M null 5 null null null hugepage
2M null null 5 1s null nohugepage
# prcl: If a region >4KB shows <5% access rate for >5 seconds, page out.
4K null null 5 500ms null pageout
Note that both 'ethp' and 'prcl' are designed with my only straightforward
intuition, because those are for only proof of concepts and monitoring accuracy
of DAMON. In other words, those are not for production. For production use,
those should be tuned more.
[1] "Redis latency problems troubleshooting", https://redis.io/topics/latency
[2] "Disable Transparent Huge Pages (THP)",
https://docs.mongodb.com/manual/tutorial/transparent-huge-pages/
[3] "The PARSEC Becnhmark Suite", https://parsec.cs.princeton.edu/index.htm
[4] "SPLASH-2x", https://parsec.cs.princeton.edu/parsec3-doc.htm#splash2x
[5] "parsec3_on_ubuntu", https://github.com/sjp38/parsec3_on_ubuntu
[6] "[RFC v4 0/7] Implement Data Access Monitoring-based Memory Operation
Schemes",
https://lore.kernel.org/linux-mm/20200303121406.20954-1-sjpark@amazon.com/
[7] "Proactively reclaiming idle memory", https://lwn.net/Articles/787611/
Results
-------
Below two tables show the measurement results. The runtimes are in seconds
while the memory usages are in KiB. Each configurations except 'orig' shows
its overhead relative to 'orig' in percent within parenthesises.
runtime orig rec (overhead) thp (overhead) ethp (overhead) prcl (overhead)
parsec3/blackscholes 107.065 107.478 (0.39) 106.682 (-0.36) 107.365 (0.28) 111.811 (4.43)
parsec3/bodytrack 79.256 79.450 (0.25) 78.645 (-0.77) 79.314 (0.07) 80.305 (1.32)
parsec3/canneal 139.497 141.181 (1.21) 121.526 (-12.88) 130.074 (-6.75) 154.644 (10.86)
parsec3/dedup 11.879 11.873 (-0.05) 11.693 (-1.56) 11.948 (0.58) 12.694 (6.86)
parsec3/facesim 207.814 208.467 (0.31) 203.743 (-1.96) 206.759 (-0.51) 214.603 (3.27)
parsec3/ferret 190.124 190.955 (0.44) 189.575 (-0.29) 190.852 (0.38) 191.548 (0.75)
parsec3/fluidanimate 211.046 212.282 (0.59) 208.832 (-1.05) 212.143 (0.52) 218.774 (3.66)
parsec3/freqmine 289.259 290.096 (0.29) 288.510 (-0.26) 290.177 (0.32) 296.269 (2.42)
parsec3/raytrace 118.522 119.701 (0.99) 119.469 (0.80) 118.964 (0.37) 130.584 (10.18)
parsec3/streamcluster 323.619 327.830 (1.30) 283.374 (-12.44) 287.837 (-11.06) 330.216 (2.04)
parsec3/swaptions 154.007 155.714 (1.11) 154.767 (0.49) 154.955 (0.62) 155.256 (0.81)
parsec3/vips 58.822 58.750 (-0.12) 58.564 (-0.44) 58.807 (-0.02) 60.320 (2.55)
parsec3/x264 67.335 72.516 (7.69) 64.680 (-3.94) 70.096 (4.10) 72.465 (7.62)
splash2x/barnes 80.335 80.979 (0.80) 73.758 (-8.19) 78.874 (-1.82) 99.226 (23.52)
splash2x/fft 33.441 33.312 (-0.38) 22.909 (-31.49) 31.561 (-5.62) 41.496 (24.09)
splash2x/lu_cb 85.691 85.706 (0.02) 84.352 (-1.56) 85.943 (0.29) 88.914 (3.76)
splash2x/lu_ncb 92.338 92.749 (0.45) 89.773 (-2.78) 92.888 (0.60) 94.104 (1.91)
splash2x/ocean_cp 44.542 44.795 (0.57) 42.958 (-3.56) 44.061 (-1.08) 49.091 (10.21)
splash2x/ocean_ncp 82.101 82.006 (-0.12) 51.418 (-37.37) 64.496 (-21.44) 105.998 (29.11)
splash2x/radiosity 91.296 91.353 (0.06) 90.668 (-0.69) 91.379 (0.09) 103.265 (13.11)
splash2x/radix 31.243 31.417 (0.56) 25.176 (-19.42) 30.297 (-3.03) 38.474 (23.14)
splash2x/raytrace 84.405 84.863 (0.54) 83.498 (-1.08) 83.637 (-0.91) 85.166 (0.90)
splash2x/volrend 87.516 88.156 (0.73) 86.311 (-1.38) 87.016 (-0.57) 88.318 (0.92)
splash2x/water_nsquared 233.515 233.826 (0.13) 221.169 (-5.29) 224.430 (-3.89) 236.929 (1.46)
splash2x/water_spatial 89.207 89.448 (0.27) 89.396 (0.21) 89.826 (0.69) 97.700 (9.52)
total 2993.890 3014.920 (0.70) 2851.460 (-4.76) 2923.710 (-2.34) 3158.180 (5.49)
memused.avg orig rec (overhead) thp (overhead) ethp (overhead) prcl (overhead)
parsec3/blackscholes 1819997.200 1832626.000 (0.69) 1821707.000 (0.09) 1830010.400 (0.55) 1651016.200 (-9.28)
parsec3/bodytrack 1416437.600 1430462.200 (0.99) 1420736.400 (0.30) 1428355.600 (0.84) 1430327.000 (0.98)
parsec3/canneal 1040414.400 1050736.800 (0.99) 1041515.600 (0.11) 1048562.200 (0.78) 1049049.400 (0.83)
parsec3/dedup 2414431.800 2454260.400 (1.65) 2423175.400 (0.36) 2396560.200 (-0.74) 2379898.200 (-1.43)
parsec3/facesim 540432.200 551410.200 (2.03) 545978.200 (1.03) 558558.400 (3.35) 483755.400 (-10.49)
parsec3/ferret 318728.600 333971.800 (4.78) 322158.200 (1.08) 332889.200 (4.44) 327896.400 (2.88)
parsec3/fluidanimate 576917.800 585126.600 (1.42) 575123.200 (-0.31) 585429.200 (1.48) 484810.600 (-15.97)
parsec3/freqmine 987882.200 997030.600 (0.93) 990429.200 (0.26) 998484.000 (1.07) 770740.200 (-21.98)
parsec3/raytrace 1747059.800 1752904.000 (0.33) 1738853.600 (-0.47) 1753948.600 (0.39) 1578118.000 (-9.67)
parsec3/streamcluster 121857.600 133934.400 (9.91) 121777.800 (-0.07) 133145.800 (9.26) 131512.800 (7.92)
parsec3/swaptions 14123.000 29254.400 (107.14) 14017.200 (-0.75) 26470.600 (87.43) 28429.800 (101.30)
parsec3/vips 2957631.800 2972884.400 (0.52) 2938855.400 (-0.63) 2960746.000 (0.11) 2946850.800 (-0.36)
parsec3/x264 3184777.200 3214527.400 (0.93) 3177061.000 (-0.24) 3192446.600 (0.24) 3185851.800 (0.03)
splash2x/barnes 1209737.200 1214763.200 (0.42) 1242138.400 (2.68) 1215857.600 (0.51) 994280.800 (-17.81)
splash2x/fft 9362799.400 9178844.600 (-1.96) 9264052.600 (-1.05) 9164996.600 (-2.11) 9452048.200 (0.95)
splash2x/lu_cb 515716.000 524071.600 (1.62) 521226.200 (1.07) 524261.400 (1.66) 372910.200 (-27.69)
splash2x/lu_ncb 512898.200 523057.600 (1.98) 520630.800 (1.51) 523779.000 (2.12) 446282.400 (-12.99)
splash2x/ocean_cp 3346038.000 3288703.600 (-1.71) 3386906.600 (1.22) 3330937.200 (-0.45) 3266442.400 (-2.38)
splash2x/ocean_ncp 3886945.600 3871894.000 (-0.39) 7066192.000 (81.79) 5065229.800 (30.31) 3652078.200 (-6.04)
splash2x/radiosity 1467107.200 1468850.800 (0.12) 1481292.600 (0.97) 1470335.800 (0.22) 530923.400 (-63.81)
splash2x/radix 1708330.800 1699792.200 (-0.50) 1352708.600 (-20.82) 1601339.200 (-6.26) 2043947.800 (19.65)
splash2x/raytrace 44817.200 59047.800 (31.75) 52010.200 (16.05) 60407.200 (34.79) 53916.400 (20.30)
splash2x/volrend 151534.200 167791.400 (10.73) 151759.000 (0.15) 165012.400 (8.89) 160864.600 (6.16)
splash2x/water_nsquared 46549.400 61846.800 (32.86) 51741.200 (11.15) 59214.400 (27.21) 91869.400 (97.36)
splash2x/water_spatial 669085.200 675929.200 (1.02) 665924.600 (-0.47) 676218.200 (1.07) 538430.200 (-19.53)
total 40062200.000 40073700.000 (0.03) 42888000.000 (7.05) 41103100.000 (2.60) 38052200.000 (-5.02)
DAMON Overheads
~~~~~~~~~~~~~~~
In total, DAMON recording feature incurs 0.70% runtime overhead and 0.03%
memory space overhead.
For convenience test run of 'rec', I use a Python wrapper. The wrapper
constantly consumes about 10-15MB of memory. This becomes high memory overhead
if the target workload has small memory footprint. Nonetheless, the overheads
are not from DAMON, but from the wrapper, and thus should be ignored. This
fake memory overhead continues in 'ethp' and 'prcl', as those configurations
are also using the Python wrapper.
Efficient THP
~~~~~~~~~~~~~
THP 'always' enabled policy achieves 4.76% speedup but incurs 7.05% memory
overhead. It achieves 37.37% speedup in best case, but 81.79% memory overhead
in worst case. Interestingly, both the best and worst case are with
'splash2x/ocean_ncp').
The 2-lines implementation of data access monitoring based THP version ('ethp')
shows 2.34% speedup and 2.60% memory overhead. In other words, 'ethp' removes
63.12% of THP memory waste while preserving 49.15% of THP speedup in total. In
case of the 'splash2x/ocean_ncp', 'ethp' removes 62.94% of THP memory waste
while preserving 57.37% of THP speedup.
Proactive Reclamation
~~~~~~~~~~~~~~~~~~~~
As same to the original work, I use 'zram' swap device for this configuration.
In total, our 1 line implementation of Proactive Reclamation, 'prcl', incurred
8.41% runtime overhead in total while achieving 5.83% system memory usage
reduction.
Nonetheless, as the memory usage is calculated with 'MemFree' in
'/proc/meminfo', it contains the SwapCached pages. As the swapcached pages can
be easily evicted, I also measured the residential set size of the workloads:
rss.avg orig rec (overhead) thp (overhead) ethp (overhead) prcl (overhead)
parsec3/blackscholes 591452.000 591466.400 (0.00) 593145.200 (0.29) 590609.400 (-0.14) 324379.000 (-45.16)
parsec3/bodytrack 32458.600 32352.200 (-0.33) 32218.400 (-0.74) 32376.400 (-0.25) 27186.000 (-16.24)
parsec3/canneal 841311.600 839888.400 (-0.17) 837008.400 (-0.51) 837811.000 (-0.42) 823276.200 (-2.14)
parsec3/dedup 1219096.600 1228038.800 (0.73) 1235610.800 (1.35) 1214267.000 (-0.40) 992031.000 (-18.63)
parsec3/facesim 311322.200 311574.400 (0.08) 316277.000 (1.59) 312593.800 (0.41) 188789.400 (-39.36)
parsec3/ferret 99536.600 99556.800 (0.02) 102366.000 (2.84) 99799.000 (0.26) 88392.000 (-11.20)
parsec3/fluidanimate 531893.600 531856.000 (-0.01) 532143.400 (0.05) 532190.200 (0.06) 421798.800 (-20.70)
parsec3/freqmine 553533.200 552730.400 (-0.15) 555642.600 (0.38) 553895.400 (0.07) 78335.000 (-85.85)
parsec3/raytrace 894094.200 894849.000 (0.08) 889964.000 (-0.46) 892865.000 (-0.14) 332911.800 (-62.77)
parsec3/streamcluster 110938.000 110968.200 (0.03) 111673.400 (0.66) 111312.200 (0.34) 109911.200 (-0.93)
parsec3/swaptions 5630.000 5634.800 (0.09) 5656.600 (0.47) 5692.000 (1.10) 4028.400 (-28.45)
parsec3/vips 32107.000 32045.200 (-0.19) 32207.800 (0.31) 32293.800 (0.58) 29093.600 (-9.39)
parsec3/x264 81926.000 82143.000 (0.26) 83258.400 (1.63) 82570.600 (0.79) 80651.800 (-1.56)
splash2x/barnes 1215468.800 1217889.800 (0.20) 1222006.800 (0.54) 1217425.600 (0.16) 752405.200 (-38.10)
splash2x/fft 9584734.800 9568872.800 (-0.17) 9660321.400 (0.79) 9646012.000 (0.64) 8367492.800 (-12.70)
splash2x/lu_cb 510555.400 510807.400 (0.05) 514448.600 (0.76) 509281.800 (-0.25) 349272.200 (-31.59)
splash2x/lu_ncb 510310.000 508915.600 (-0.27) 513886.000 (0.70) 510288.400 (-0.00) 431521.800 (-15.44)
splash2x/ocean_cp 3408724.400 3408424.600 (-0.01) 3446054.400 (1.10) 3419536.200 (0.32) 3173818.600 (-6.89)
splash2x/ocean_ncp 3923539.600 3922605.400 (-0.02) 7175526.600 (82.88) 5152558.800 (31.32) 3475756.000 (-11.41)
splash2x/radiosity 1476050.000 1475470.400 (-0.04) 1485747.000 (0.66) 1476232.600 (0.01) 269512.200 (-81.74)
splash2x/radix 1756385.400 1752676.000 (-0.21) 1431621.600 (-18.49) 1711460.800 (-2.56) 1923448.200 (9.51)
splash2x/raytrace 23286.400 23311.200 (0.11) 28440.800 (22.13) 26977.200 (15.85) 15685.200 (-32.64)
splash2x/volrend 44089.400 44125.600 (0.08) 44436.600 (0.79) 44250.400 (0.37) 27616.800 (-37.36)
splash2x/water_nsquared 29437.600 29403.200 (-0.12) 29817.400 (1.29) 30040.000 (2.05) 25369.600 (-13.82)
splash2x/water_spatial 656264.400 656566.400 (0.05) 656016.400 (-0.04) 656420.200 (0.02) 474480.400 (-27.70)
total 28444100.000 28432200.000 (-0.04) 31535300.000 (10.87) 29698900.000 (4.41) 22787200.000 (-19.89)
In total, 19.89% of residential sets were reduced.
With parsec3/freqmine, 'prcl' reduced 85.85% of residential sets and 21.98% of
system memory usage while incurring only 2.42% runtime overhead.
Appendix D: Prototype Evaluations
=================================
A prototype of DAMON has evaluated on an Intel Xeon E7-8837 machine using 20
benchmarks that picked from SPEC CPU 2006, NAS, Tensorflow Benchmark,
SPLASH-2X, and PARSEC 3 benchmark suite. Nonethless, this section provides
only summary of the results. For more detail, please refer to the slides used
for the introduction of DAMON at the Linux Plumbers Conference 2019[1] or the
MIDDLEWARE'19 industrial track paper[2].
[1] SeongJae Park, Tracing Data Access Pattern with Bounded Overhead and
Best-effort Accuracy. In The Linux Kernel Summit, September 2019.
https://linuxplumbersconf.org/event/4/contributions/548/
[2] SeongJae Park, Yunjae Lee, Heon Y. Yeom, Profiling Dynamic Data Access
Patterns with Controlled Overhead and Quality. In 20th ACM/IFIP
International Middleware Conference Industry, December 2019.
https://dl.acm.org/doi/10.1145/3366626.3368125
Quality
-------
We first traced and visualized the data access pattern of each workload. We
were able to confirm that the visualized results are reasonably accurate by
manually comparing those with the source code of the workloads.
To see the usefulness of the monitoring, we optimized 9 memory intensive
workloads among them for memory pressure situations using the DAMON outputs.
In detail, we identified frequently accessed memory regions in each workload
based on the DAMON results and protected them with ``mlock()`` system calls by
manually modifying the source code. The optimized versions consistently show
speedup (2.55x in best case, 1.65x in average) under artificial memory
pressures. We use cgroups for the pressure.
Overhead
--------
We also measured the overhead of DAMON. The upperbound we set was kept as
expected. Besides, it was much lower (0.6 percent of the bound in best case,
13.288 percent of the bound in average). This reduction of the overhead is
mainly resulted from its core mechanism called adaptive regions adjustment.
Refer to 'Appendix D' for more detail about the mechanism. We also compared
the overhead of DAMON with that of a straightforward periodic PTE Accessed bit
checking based monitoring. DAMON's overhead was smaller than it by 94,242.42x
in best case, 3,159.61x in average.
The latest version of DAMON running with its default configuration consumes
only up to 1% of CPU time when applied to realistic workloads in PARSEC3 and
SPLASH-2X and makes no visible slowdown to the target processes.
^ permalink raw reply [flat|nested] 18+ messages in thread
* [PATCH v12 01/16] scripts/spelling: Add a few more typos
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 02/16] mm/page_ext: Export lookup_page_ext() to GPL modules SeongJae Park
` (14 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds typos found from DAMON patchset.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
scripts/spelling.txt | 8 ++++++++
1 file changed, 8 insertions(+)
diff --git a/scripts/spelling.txt b/scripts/spelling.txt
index ffa838f3a2b5..a8214d8e8e4b 100644
--- a/scripts/spelling.txt
+++ b/scripts/spelling.txt
@@ -59,6 +59,7 @@ actualy||actually
acumulating||accumulating
acumulative||accumulative
acumulator||accumulator
+acutally||actually
adapater||adapter
addional||additional
additionaly||additionally
@@ -245,6 +246,7 @@ calescing||coalescing
calle||called
callibration||calibration
callled||called
+callser||caller
calucate||calculate
calulate||calculate
cancelation||cancellation
@@ -664,6 +666,7 @@ hanlde||handle
hanled||handled
happend||happened
harware||hardware
+havind||having
heirarchically||hierarchically
helpfull||helpful
hexdecimal||hexadecimal
@@ -835,6 +838,7 @@ logile||logfile
loobpack||loopback
loosing||losing
losted||lost
+maangement||management
machinary||machinery
maibox||mailbox
maintainance||maintenance
@@ -999,6 +1003,7 @@ partiton||partition
pased||passed
passin||passing
pathes||paths
+pattrns||patterns
pecularities||peculiarities
peformance||performance
peforming||performing
@@ -1238,6 +1243,7 @@ shoule||should
shrinked||shrunk
siginificantly||significantly
signabl||signal
+significanly||significantly
similary||similarly
similiar||similar
simlar||similar
@@ -1352,6 +1358,7 @@ thead||thread
therfore||therefore
thier||their
threds||threads
+threee||three
threshhold||threshold
thresold||threshold
throught||through
@@ -1391,6 +1398,7 @@ tyep||type
udpate||update
uesd||used
uknown||unknown
+usccess||success
usupported||unsupported
uncommited||uncommitted
unconditionaly||unconditionally
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 02/16] mm/page_ext: Export lookup_page_ext() to GPL modules
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
2020-05-18 10:00 ` [PATCH v12 01/16] scripts/spelling: Add a few more typos SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 03/16] mm: Introduce Data Access MONitor (DAMON) SeongJae Park
` (13 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit exports 'lookup_page_ext()' to GPL modules. This will be
used by DAMON.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
mm/page_ext.c | 1 +
1 file changed, 1 insertion(+)
diff --git a/mm/page_ext.c b/mm/page_ext.c
index 4ade843ff588..71169b45bba9 100644
--- a/mm/page_ext.c
+++ b/mm/page_ext.c
@@ -131,6 +131,7 @@ struct page_ext *lookup_page_ext(const struct page *page)
MAX_ORDER_NR_PAGES);
return get_entry(base, index);
}
+EXPORT_SYMBOL_GPL(lookup_page_ext);
static int __init alloc_node_page_ext(int nid)
{
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 03/16] mm: Introduce Data Access MONitor (DAMON)
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
2020-05-18 10:00 ` [PATCH v12 01/16] scripts/spelling: Add a few more typos SeongJae Park
2020-05-18 10:00 ` [PATCH v12 02/16] mm/page_ext: Export lookup_page_ext() to GPL modules SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 04/16] mm/damon: Implement region based sampling SeongJae Park
` (12 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit introduces a kernel module named DAMON. Note that this
commit is implementing only the stub for the module load/unload, basic
data structures, and simple manipulation functions of the structures to
keep the size of commit small. The core mechanisms of DAMON will be
implemented one by one by following commits.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 36 +++++++++
mm/Kconfig | 12 +++
mm/Makefile | 1 +
mm/damon.c | 173 ++++++++++++++++++++++++++++++++++++++++++
4 files changed, 222 insertions(+)
create mode 100644 include/linux/damon.h
create mode 100644 mm/damon.c
diff --git a/include/linux/damon.h b/include/linux/damon.h
new file mode 100644
index 000000000000..19f411d36c0d
--- /dev/null
+++ b/include/linux/damon.h
@@ -0,0 +1,36 @@
+/* SPDX-License-Identifier: GPL-2.0 */
+/*
+ * DAMON api
+ *
+ * Copyright 2019-2020 Amazon.com, Inc. or its affiliates.
+ *
+ * Author: SeongJae Park <sjpark@amazon.de>
+ */
+
+#ifndef _DAMON_H_
+#define _DAMON_H_
+
+#include <linux/random.h>
+#include <linux/types.h>
+
+/* Represents a monitoring target region of [vm_start, vm_end) */
+struct damon_region {
+ unsigned long vm_start;
+ unsigned long vm_end;
+ unsigned long sampling_addr;
+ unsigned int nr_accesses;
+ struct list_head list;
+};
+
+/* Represents a monitoring target task */
+struct damon_task {
+ int pid;
+ struct list_head regions_list;
+ struct list_head list;
+};
+
+struct damon_ctx {
+ struct list_head tasks_list; /* 'damon_task' objects */
+};
+
+#endif
diff --git a/mm/Kconfig b/mm/Kconfig
index ab80933be65f..9ea49633a6df 100644
--- a/mm/Kconfig
+++ b/mm/Kconfig
@@ -739,4 +739,16 @@ config ARCH_HAS_HUGEPD
config MAPPING_DIRTY_HELPERS
bool
+config DAMON
+ tristate "Data Access Monitor"
+ depends on MMU
+ help
+ Provides data access monitoring.
+
+ DAMON is a kernel module that allows users to monitor the actual
+ memory access pattern of specific user-space processes. It aims to
+ be 1) accurate enough to be useful for performance-centric domains,
+ and 2) sufficiently light-weight so that it can be applied online.
+ If unsure, say N.
+
endmenu
diff --git a/mm/Makefile b/mm/Makefile
index 272e66039e70..5346314edee6 100644
--- a/mm/Makefile
+++ b/mm/Makefile
@@ -110,3 +110,4 @@ obj-$(CONFIG_HMM_MIRROR) += hmm.o
obj-$(CONFIG_MEMFD_CREATE) += memfd.o
obj-$(CONFIG_MAPPING_DIRTY_HELPERS) += mapping_dirty_helpers.o
obj-$(CONFIG_PTDUMP_CORE) += ptdump.o
+obj-$(CONFIG_DAMON) += damon.o
diff --git a/mm/damon.c b/mm/damon.c
new file mode 100644
index 000000000000..a5a7820ef0ad
--- /dev/null
+++ b/mm/damon.c
@@ -0,0 +1,173 @@
+// SPDX-License-Identifier: GPL-2.0
+/*
+ * Data Access Monitor
+ *
+ * Copyright 2019-2020 Amazon.com, Inc. or its affiliates.
+ *
+ * Author: SeongJae Park <sjpark@amazon.de>
+ */
+
+#define pr_fmt(fmt) "damon: " fmt
+
+#include <linux/damon.h>
+#include <linux/mm.h>
+#include <linux/module.h>
+#include <linux/slab.h>
+
+#define damon_get_task_struct(t) \
+ (get_pid_task(find_vpid(t->pid), PIDTYPE_PID))
+
+#define damon_next_region(r) \
+ (container_of(r->list.next, struct damon_region, list))
+
+#define damon_prev_region(r) \
+ (container_of(r->list.prev, struct damon_region, list))
+
+#define damon_for_each_region(r, t) \
+ list_for_each_entry(r, &t->regions_list, list)
+
+#define damon_for_each_region_safe(r, next, t) \
+ list_for_each_entry_safe(r, next, &t->regions_list, list)
+
+#define damon_for_each_task(t, ctx) \
+ list_for_each_entry(t, &(ctx)->tasks_list, list)
+
+#define damon_for_each_task_safe(t, next, ctx) \
+ list_for_each_entry_safe(t, next, &(ctx)->tasks_list, list)
+
+/* Get a random number in [l, r) */
+#define damon_rand(l, r) (l + prandom_u32() % (r - l))
+
+/*
+ * Construct a damon_region struct
+ *
+ * Returns the pointer to the new struct if success, or NULL otherwise
+ */
+static struct damon_region *damon_new_region(struct damon_ctx *ctx,
+ unsigned long vm_start, unsigned long vm_end)
+{
+ struct damon_region *region;
+
+ region = kmalloc(sizeof(*region), GFP_KERNEL);
+ if (!region)
+ return NULL;
+
+ region->vm_start = vm_start;
+ region->vm_end = vm_end;
+ region->nr_accesses = 0;
+ INIT_LIST_HEAD(®ion->list);
+
+ return region;
+}
+
+/*
+ * Add a region between two other regions
+ */
+static inline void damon_insert_region(struct damon_region *r,
+ struct damon_region *prev, struct damon_region *next)
+{
+ __list_add(&r->list, &prev->list, &next->list);
+}
+
+static void damon_add_region(struct damon_region *r, struct damon_task *t)
+{
+ list_add_tail(&r->list, &t->regions_list);
+}
+
+static void damon_del_region(struct damon_region *r)
+{
+ list_del(&r->list);
+}
+
+static void damon_free_region(struct damon_region *r)
+{
+ kfree(r);
+}
+
+static void damon_destroy_region(struct damon_region *r)
+{
+ damon_del_region(r);
+ damon_free_region(r);
+}
+
+/*
+ * Construct a damon_task struct
+ *
+ * Returns the pointer to the new struct if success, or NULL otherwise
+ */
+static struct damon_task *damon_new_task(int pid)
+{
+ struct damon_task *t;
+
+ t = kmalloc(sizeof(*t), GFP_KERNEL);
+ if (!t)
+ return NULL;
+
+ t->pid = pid;
+ INIT_LIST_HEAD(&t->regions_list);
+
+ return t;
+}
+
+static void damon_add_task(struct damon_ctx *ctx, struct damon_task *t)
+{
+ list_add_tail(&t->list, &ctx->tasks_list);
+}
+
+static void damon_del_task(struct damon_task *t)
+{
+ list_del(&t->list);
+}
+
+static void damon_free_task(struct damon_task *t)
+{
+ struct damon_region *r, *next;
+
+ damon_for_each_region_safe(r, next, t)
+ damon_free_region(r);
+ kfree(t);
+}
+
+static void damon_destroy_task(struct damon_task *t)
+{
+ damon_del_task(t);
+ damon_free_task(t);
+}
+
+static unsigned int nr_damon_tasks(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+ unsigned int nr_tasks = 0;
+
+ damon_for_each_task(t, ctx)
+ nr_tasks++;
+
+ return nr_tasks;
+}
+
+static unsigned int nr_damon_regions(struct damon_task *t)
+{
+ struct damon_region *r;
+ unsigned int nr_regions = 0;
+
+ damon_for_each_region(r, t)
+ nr_regions++;
+
+ return nr_regions;
+}
+
+static int __init damon_init(void)
+{
+ return 0;
+}
+
+static void __exit damon_exit(void)
+{
+}
+
+module_init(damon_init);
+module_exit(damon_exit);
+
+MODULE_LICENSE("GPL");
+MODULE_AUTHOR("SeongJae Park <sjpark@amazon.de>");
+MODULE_DESCRIPTION("DAMON: Data Access MONitor");
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 04/16] mm/damon: Implement region based sampling
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (2 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 03/16] mm: Introduce Data Access MONitor (DAMON) SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 05/16] mm/damon: Adaptively adjust regions SeongJae Park
` (11 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit implements DAMON's basic access check and region based
sampling mechanisms. This change would seems make no sense, mainly
because it is only a part of the DAMON's logics. Following two commits
will make more sense.
Basic Access Check
------------------
DAMON basically reports what pages are how frequently accessed. Note
that the frequency is not an absolute number of accesses, but a relative
frequency among the pages of the target workloads.
Users can control the resolution of the reports by setting two time
intervals, ``sampling interval`` and ``aggregation interval``. In
detail, DAMON checks access to each page per ``sampling interval``,
aggregates the results (counts the number of the accesses to each page),
and reports the aggregated results per ``aggregation interval``. For
the access check of each page, DAMON uses the Accessed bits of PTEs.
This is thus similar to common periodic access checks based access
tracking mechanisms, which overhead is increasing as the size of the
target process grows.
Region Based Sampling
---------------------
To avoid the unbounded increase of the overhead, DAMON groups a number
of adjacent pages that assumed to have same access frequencies into a
region. As long as the assumption (pages in a region have same access
frequencies) is kept, only one page in the region is required to be
checked. Thus, for each ``sampling interval``, DAMON randomly picks one
page in each region and clears its Accessed bit. After one more
``sampling interval``, DAMON reads the Accessed bit of the page and
increases the access frequency of the region if the bit has set
meanwhile. Therefore, the monitoring overhead is controllable by
setting the number of regions.
Nonetheless, this scheme cannot preserve the quality of the output if
the assumption is not kept. Following commit will introduce how we can
make the guarantee with best effort.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 25 ++
mm/damon.c | 597 ++++++++++++++++++++++++++++++++++++++++++
2 files changed, 622 insertions(+)
diff --git a/include/linux/damon.h b/include/linux/damon.h
index 19f411d36c0d..558dd6ae0afa 100644
--- a/include/linux/damon.h
+++ b/include/linux/damon.h
@@ -11,6 +11,8 @@
#define _DAMON_H_
#include <linux/random.h>
+#include <linux/mutex.h>
+#include <linux/time64.h>
#include <linux/types.h>
/* Represents a monitoring target region of [vm_start, vm_end) */
@@ -29,8 +31,31 @@ struct damon_task {
struct list_head list;
};
+/*
+ * For each 'sample_interval', DAMON checks whether each region is accessed or
+ * not. It aggregates and keeps the access information (number of accesses to
+ * each region) for each 'aggr_interval' time.
+ *
+ * All time intervals are in micro-seconds.
+ */
struct damon_ctx {
+ unsigned long sample_interval;
+ unsigned long aggr_interval;
+ unsigned long min_nr_regions;
+
+ struct timespec64 last_aggregation;
+
+ struct task_struct *kdamond;
+ bool kdamond_stop;
+ struct mutex kdamond_lock;
+
struct list_head tasks_list; /* 'damon_task' objects */
};
+int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids);
+int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
+ unsigned long aggr_int, unsigned long min_nr_reg);
+int damon_start(struct damon_ctx *ctx);
+int damon_stop(struct damon_ctx *ctx);
+
#endif
diff --git a/mm/damon.c b/mm/damon.c
index a5a7820ef0ad..ca1eeb51c7d0 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -10,10 +10,19 @@
#define pr_fmt(fmt) "damon: " fmt
#include <linux/damon.h>
+#include <linux/delay.h>
+#include <linux/kthread.h>
#include <linux/mm.h>
#include <linux/module.h>
+#include <linux/page_idle.h>
+#include <linux/random.h>
+#include <linux/sched/mm.h>
+#include <linux/sched/task.h>
#include <linux/slab.h>
+/* Minimal region size. Every damon_region is aligned by this. */
+#define MIN_REGION PAGE_SIZE
+
#define damon_get_task_struct(t) \
(get_pid_task(find_vpid(t->pid), PIDTYPE_PID))
@@ -156,6 +165,594 @@ static unsigned int nr_damon_regions(struct damon_task *t)
return nr_regions;
}
+/*
+ * Get the mm_struct of the given task
+ *
+ * Caller _must_ put the mm_struct after use, unless it is NULL.
+ *
+ * Returns the mm_struct of the task on success, NULL on failure
+ */
+static struct mm_struct *damon_get_mm(struct damon_task *t)
+{
+ struct task_struct *task;
+ struct mm_struct *mm;
+
+ task = damon_get_task_struct(t);
+ if (!task)
+ return NULL;
+
+ mm = get_task_mm(task);
+ put_task_struct(task);
+ return mm;
+}
+
+/*
+ * Size-evenly split a region into 'nr_pieces' small regions
+ *
+ * Returns 0 on success, or negative error code otherwise.
+ */
+static int damon_split_region_evenly(struct damon_ctx *ctx,
+ struct damon_region *r, unsigned int nr_pieces)
+{
+ unsigned long sz_orig, sz_piece, orig_end;
+ struct damon_region *n = NULL, *next;
+ unsigned long start;
+
+ if (!r || !nr_pieces)
+ return -EINVAL;
+
+ orig_end = r->vm_end;
+ sz_orig = r->vm_end - r->vm_start;
+ sz_piece = ALIGN_DOWN(sz_orig / nr_pieces, MIN_REGION);
+
+ if (!sz_piece)
+ return -EINVAL;
+
+ r->vm_end = r->vm_start + sz_piece;
+ next = damon_next_region(r);
+ for (start = r->vm_end; start + sz_piece <= orig_end;
+ start += sz_piece) {
+ n = damon_new_region(ctx, start, start + sz_piece);
+ if (!n)
+ return -ENOMEM;
+ damon_insert_region(n, r, next);
+ r = n;
+ }
+ /* complement last region for possible rounding error */
+ if (n)
+ n->vm_end = orig_end;
+
+ return 0;
+}
+
+struct region {
+ unsigned long start;
+ unsigned long end;
+};
+
+static unsigned long sz_region(struct region *r)
+{
+ return r->end - r->start;
+}
+
+static void swap_regions(struct region *r1, struct region *r2)
+{
+ struct region tmp;
+
+ tmp = *r1;
+ *r1 = *r2;
+ *r2 = tmp;
+}
+
+/*
+ * Find three regions separated by two biggest unmapped regions
+ *
+ * vma the head vma of the target address space
+ * regions an array of three 'struct region's that results will be saved
+ *
+ * This function receives an address space and finds three regions in it which
+ * separated by the two biggest unmapped regions in the space. Please refer to
+ * below comments of 'damon_init_regions_of()' function to know why this is
+ * necessary.
+ *
+ * Returns 0 if success, or negative error code otherwise.
+ */
+static int damon_three_regions_in_vmas(struct vm_area_struct *vma,
+ struct region regions[3])
+{
+ struct region gap = {0}, first_gap = {0}, second_gap = {0};
+ struct vm_area_struct *last_vma = NULL;
+ unsigned long start = 0;
+
+ /* Find two biggest gaps so that first_gap > second_gap > others */
+ for (; vma; vma = vma->vm_next) {
+ if (!last_vma) {
+ start = vma->vm_start;
+ last_vma = vma;
+ continue;
+ }
+ gap.start = last_vma->vm_end;
+ gap.end = vma->vm_start;
+ if (sz_region(&gap) > sz_region(&second_gap)) {
+ swap_regions(&gap, &second_gap);
+ if (sz_region(&second_gap) > sz_region(&first_gap))
+ swap_regions(&second_gap, &first_gap);
+ }
+ last_vma = vma;
+ }
+
+ if (!sz_region(&second_gap) || !sz_region(&first_gap))
+ return -EINVAL;
+
+ /* Sort the two biggest gaps by address */
+ if (first_gap.start > second_gap.start)
+ swap_regions(&first_gap, &second_gap);
+
+ /* Store the result */
+ regions[0].start = ALIGN(start, MIN_REGION);
+ regions[0].end = ALIGN(first_gap.start, MIN_REGION);
+ regions[1].start = ALIGN(first_gap.end, MIN_REGION);
+ regions[1].end = ALIGN(second_gap.start, MIN_REGION);
+ regions[2].start = ALIGN(second_gap.end, MIN_REGION);
+ regions[2].end = ALIGN(last_vma->vm_end, MIN_REGION);
+
+ return 0;
+}
+
+/*
+ * Get the three regions in the given task
+ *
+ * Returns 0 on success, negative error code otherwise.
+ */
+static int damon_three_regions_of(struct damon_task *t,
+ struct region regions[3])
+{
+ struct mm_struct *mm;
+ int rc;
+
+ mm = damon_get_mm(t);
+ if (!mm)
+ return -EINVAL;
+
+ down_read(&mm->mmap_sem);
+ rc = damon_three_regions_in_vmas(mm->mmap, regions);
+ up_read(&mm->mmap_sem);
+
+ mmput(mm);
+ return rc;
+}
+
+/*
+ * Initialize the monitoring target regions for the given task
+ *
+ * t the given target task
+ *
+ * Because only a number of small portions of the entire address space
+ * is actually mapped to the memory and accessed, monitoring the unmapped
+ * regions is wasteful. That said, because we can deal with small noises,
+ * tracking every mapping is not strictly required but could even incur a high
+ * overhead if the mapping frequently changes or the number of mappings is
+ * high. Nonetheless, this may seems very weird. DAMON's dynamic regions
+ * adjustment mechanism, which will be implemented with following commit will
+ * make this more sense.
+ *
+ * For the reason, we convert the complex mappings to three distinct regions
+ * that cover every mapped area of the address space. Also the two gaps
+ * between the three regions are the two biggest unmapped areas in the given
+ * address space. In detail, this function first identifies the start and the
+ * end of the mappings and the two biggest unmapped areas of the address space.
+ * Then, it constructs the three regions as below:
+ *
+ * [mappings[0]->start, big_two_unmapped_areas[0]->start)
+ * [big_two_unmapped_areas[0]->end, big_two_unmapped_areas[1]->start)
+ * [big_two_unmapped_areas[1]->end, mappings[nr_mappings - 1]->end)
+ *
+ * As usual memory map of processes is as below, the gap between the heap and
+ * the uppermost mmap()-ed region, and the gap between the lowermost mmap()-ed
+ * region and the stack will be two biggest unmapped regions. Because these
+ * gaps are exceptionally huge areas in usual address space, excluding these
+ * two biggest unmapped regions will be sufficient to make a trade-off.
+ *
+ * <heap>
+ * <BIG UNMAPPED REGION 1>
+ * <uppermost mmap()-ed region>
+ * (other mmap()-ed regions and small unmapped regions)
+ * <lowermost mmap()-ed region>
+ * <BIG UNMAPPED REGION 2>
+ * <stack>
+ */
+static void damon_init_regions_of(struct damon_ctx *c, struct damon_task *t)
+{
+ struct damon_region *r, *m = NULL;
+ struct region regions[3];
+ int i;
+
+ if (damon_three_regions_of(t, regions)) {
+ pr_err("Failed to get three regions of task %d\n", t->pid);
+ return;
+ }
+
+ /* Set the initial three regions of the task */
+ for (i = 0; i < 3; i++) {
+ r = damon_new_region(c, regions[i].start, regions[i].end);
+ if (!r) {
+ pr_err("%d'th init region creation failed\n", i);
+ return;
+ }
+ damon_add_region(r, t);
+ if (i == 1)
+ m = r;
+ }
+
+ /* Split the middle region into 'min_nr_regions - 2' regions */
+ if (damon_split_region_evenly(c, m, c->min_nr_regions - 2))
+ pr_warn("Init middle region failed to be split\n");
+}
+
+/* Initialize '->regions_list' of every task */
+static void kdamond_init_regions(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+
+ damon_for_each_task(t, ctx)
+ damon_init_regions_of(ctx, t);
+}
+
+static void damon_mkold(struct mm_struct *mm, unsigned long addr)
+{
+ pte_t *pte = NULL;
+ pmd_t *pmd = NULL;
+ spinlock_t *ptl;
+
+ if (follow_pte_pmd(mm, addr, NULL, &pte, &pmd, &ptl))
+ return;
+
+ if (pte) {
+ if (pte_young(*pte)) {
+ clear_page_idle(pte_page(*pte));
+ set_page_young(pte_page(*pte));
+ }
+ *pte = pte_mkold(*pte);
+ pte_unmap_unlock(pte, ptl);
+ return;
+ }
+
+#ifdef CONFIG_TRANSPARENT_HUGEPAGE
+ if (pmd_young(*pmd)) {
+ clear_page_idle(pmd_page(*pmd));
+ set_page_young(pmd_page(*pmd));
+ }
+ *pmd = pmd_mkold(*pmd);
+ spin_unlock(ptl);
+#endif /* CONFIG_TRANSPARENT_HUGEPAGE */
+}
+
+static void damon_prepare_access_check(struct damon_ctx *ctx,
+ struct mm_struct *mm, struct damon_region *r)
+{
+ r->sampling_addr = damon_rand(r->vm_start, r->vm_end);
+
+ damon_mkold(mm, r->sampling_addr);
+}
+
+static void kdamond_prepare_access_checks(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+ struct mm_struct *mm;
+ struct damon_region *r;
+
+ damon_for_each_task(t, ctx) {
+ mm = damon_get_mm(t);
+ if (!mm)
+ continue;
+ damon_for_each_region(r, t)
+ damon_prepare_access_check(ctx, mm, r);
+ mmput(mm);
+ }
+}
+
+static bool damon_young(struct mm_struct *mm, unsigned long addr,
+ unsigned long *page_sz)
+{
+ pte_t *pte = NULL;
+ pmd_t *pmd = NULL;
+ spinlock_t *ptl;
+ bool young = false;
+
+ if (follow_pte_pmd(mm, addr, NULL, &pte, &pmd, &ptl))
+ return false;
+
+ *page_sz = PAGE_SIZE;
+ if (pte) {
+ young = pte_young(*pte);
+ pte_unmap_unlock(pte, ptl);
+ return young;
+ }
+
+#ifdef CONFIG_TRANSPARENT_HUGEPAGE
+ young = pmd_young(*pmd);
+ spin_unlock(ptl);
+ *page_sz = ((1UL) << HPAGE_PMD_SHIFT);
+#endif /* CONFIG_TRANSPARENT_HUGEPAGE */
+
+ return young;
+}
+
+/*
+ * Check whether the region was accessed and prepare for next check
+ *
+ * mm 'mm_struct' for the given virtual address space
+ * r the region to be checked
+ */
+static void damon_check_access(struct damon_ctx *ctx,
+ struct mm_struct *mm, struct damon_region *r)
+{
+ static struct mm_struct *last_mm;
+ static unsigned long last_addr;
+ static unsigned long last_page_sz = PAGE_SIZE;
+ static bool last_accessed;
+
+ /* If the region is in the last checked page, reuse the result */
+ if (mm == last_mm && (ALIGN_DOWN(last_addr, last_page_sz) ==
+ ALIGN_DOWN(r->sampling_addr, last_page_sz))) {
+ if (last_accessed)
+ r->nr_accesses++;
+ return;
+ }
+
+ last_accessed = damon_young(mm, r->sampling_addr, &last_page_sz);
+ if (last_accessed)
+ r->nr_accesses++;
+
+ last_mm = mm;
+ last_addr = r->sampling_addr;
+}
+
+static void kdamond_check_accesses(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+ struct mm_struct *mm;
+ struct damon_region *r;
+
+ damon_for_each_task(t, ctx) {
+ mm = damon_get_mm(t);
+ if (!mm)
+ continue;
+ damon_for_each_region(r, t)
+ damon_check_access(ctx, mm, r);
+ mmput(mm);
+ }
+}
+
+/**
+ * damon_check_reset_time_interval() - Check if a time interval is elapsed.
+ * @baseline: the time to check whether the interval has elapsed since
+ * @interval: the time interval (microseconds)
+ *
+ * See whether the given time interval has passed since the given baseline
+ * time. If so, it also updates the baseline to current time for next check.
+ *
+ * Return: true if the time interval has passed, or false otherwise.
+ */
+static bool damon_check_reset_time_interval(struct timespec64 *baseline,
+ unsigned long interval)
+{
+ struct timespec64 now;
+
+ ktime_get_coarse_ts64(&now);
+ if ((timespec64_to_ns(&now) - timespec64_to_ns(baseline)) <
+ interval * 1000)
+ return false;
+ *baseline = now;
+ return true;
+}
+
+/*
+ * Check whether it is time to flush the aggregated information
+ */
+static bool kdamond_aggregate_interval_passed(struct damon_ctx *ctx)
+{
+ return damon_check_reset_time_interval(&ctx->last_aggregation,
+ ctx->aggr_interval);
+}
+
+/*
+ * Reset the aggregated monitoring results
+ */
+static void kdamond_reset_aggregated(struct damon_ctx *c)
+{
+ struct damon_task *t;
+ struct damon_region *r;
+
+ damon_for_each_task(t, c) {
+ damon_for_each_region(r, t)
+ r->nr_accesses = 0;
+ }
+}
+
+/*
+ * Check whether current monitoring should be stopped
+ *
+ * The monitoring is stopped when either the user requested to stop, or all
+ * monitoring target tasks are dead.
+ *
+ * Returns true if need to stop current monitoring.
+ */
+static bool kdamond_need_stop(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+ struct task_struct *task;
+ bool stop;
+
+ mutex_lock(&ctx->kdamond_lock);
+ stop = ctx->kdamond_stop;
+ mutex_unlock(&ctx->kdamond_lock);
+ if (stop)
+ return true;
+
+ damon_for_each_task(t, ctx) {
+ task = damon_get_task_struct(t);
+ if (task) {
+ put_task_struct(task);
+ return false;
+ }
+ }
+
+ return true;
+}
+
+/*
+ * The monitoring daemon that runs as a kernel thread
+ */
+static int kdamond_fn(void *data)
+{
+ struct damon_ctx *ctx = (struct damon_ctx *)data;
+ struct damon_task *t;
+ struct damon_region *r, *next;
+
+ pr_info("kdamond (%d) starts\n", ctx->kdamond->pid);
+ kdamond_init_regions(ctx);
+ while (!kdamond_need_stop(ctx)) {
+ kdamond_prepare_access_checks(ctx);
+
+ usleep_range(ctx->sample_interval, ctx->sample_interval + 1);
+
+ kdamond_check_accesses(ctx);
+
+ if (kdamond_aggregate_interval_passed(ctx))
+ kdamond_reset_aggregated(ctx);
+
+ }
+ damon_for_each_task(t, ctx) {
+ damon_for_each_region_safe(r, next, t)
+ damon_destroy_region(r);
+ }
+ pr_debug("kdamond (%d) finishes\n", ctx->kdamond->pid);
+ mutex_lock(&ctx->kdamond_lock);
+ ctx->kdamond = NULL;
+ mutex_unlock(&ctx->kdamond_lock);
+
+ do_exit(0);
+}
+
+/*
+ * Controller functions
+ */
+
+static bool damon_kdamond_running(struct damon_ctx *ctx)
+{
+ bool running;
+
+ mutex_lock(&ctx->kdamond_lock);
+ running = ctx->kdamond != NULL;
+ mutex_unlock(&ctx->kdamond_lock);
+
+ return running;
+}
+
+/**
+ * damon_start() - Starts monitoring with given context.
+ * @ctx: monitoring context
+ *
+ * Return: 0 on success, negative error code otherwise.
+ */
+int damon_start(struct damon_ctx *ctx)
+{
+ int err = -EBUSY;
+
+ mutex_lock(&ctx->kdamond_lock);
+ if (!ctx->kdamond) {
+ err = 0;
+ ctx->kdamond_stop = false;
+ ctx->kdamond = kthread_run(kdamond_fn, ctx, "kdamond");
+ if (IS_ERR(ctx->kdamond))
+ err = PTR_ERR(ctx->kdamond);
+ }
+ mutex_unlock(&ctx->kdamond_lock);
+
+ return err;
+}
+
+/**
+ * damon_stop() - Stops monitoring of given context.
+ * @ctx: monitoring context
+ *
+ * Return: 0 on success, negative error code otherwise.
+ */
+int damon_stop(struct damon_ctx *ctx)
+{
+ mutex_lock(&ctx->kdamond_lock);
+ if (ctx->kdamond) {
+ ctx->kdamond_stop = true;
+ mutex_unlock(&ctx->kdamond_lock);
+ while (damon_kdamond_running(ctx))
+ usleep_range(ctx->sample_interval,
+ ctx->sample_interval * 2);
+ return 0;
+ }
+ mutex_unlock(&ctx->kdamond_lock);
+
+ return -EPERM;
+}
+
+/**
+ * damon_set_pids() - Set monitoring target processes.
+ * @ctx: monitoring context
+ * @pids: array of target processes pids
+ * @nr_pids: number of entries in @pids
+ *
+ * This function should not be called while the kdamond is running.
+ *
+ * Return: 0 on success, negative error code otherwise.
+ */
+int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids)
+{
+ ssize_t i;
+ struct damon_task *t, *next;
+
+ damon_for_each_task_safe(t, next, ctx)
+ damon_destroy_task(t);
+
+ for (i = 0; i < nr_pids; i++) {
+ t = damon_new_task(pids[i]);
+ if (!t) {
+ pr_err("Failed to alloc damon_task\n");
+ return -ENOMEM;
+ }
+ damon_add_task(ctx, t);
+ }
+
+ return 0;
+}
+
+/**
+ * damon_set_attrs() - Set attributes for the monitoring.
+ * @ctx: monitoring context
+ * @sample_int: time interval between samplings
+ * @aggr_int: time interval between aggregations
+ * @min_nr_reg: minimal number of regions
+ *
+ * This function should not be called while the kdamond is running.
+ * Every time interval is in micro-seconds.
+ *
+ * Return: 0 on success, negative error code otherwise.
+ */
+int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
+ unsigned long aggr_int, unsigned long min_nr_reg)
+{
+ if (min_nr_reg < 3) {
+ pr_err("min_nr_regions (%lu) must be at least 3\n",
+ min_nr_reg);
+ return -EINVAL;
+ }
+
+ ctx->sample_interval = sample_int;
+ ctx->aggr_interval = aggr_int;
+ ctx->min_nr_regions = min_nr_reg;
+
+ return 0;
+}
+
static int __init damon_init(void)
{
return 0;
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 05/16] mm/damon: Adaptively adjust regions
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (3 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 04/16] mm/damon: Implement region based sampling SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 06/16] mm/damon: Split regions into 3 subregions if necessary SeongJae Park
` (10 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
At the beginning of the monitoring, DAMON constructs the initial regions
by evenly splitting the memory mapped address space of the process into
the user-specified minimal number of regions. In this initial state,
the assumption of the regions (pages in same region have similar access
frequencies) is normally not kept and thus the monitoring quality could
be low. To keep the assumption as much as possible, DAMON adaptively
merges and splits each region.
For each ``aggregation interval``, it compares the access frequencies of
adjacent regions and merges those if the frequency difference is small.
Then, after it reports and clears the aggregated access frequency of
each region, it splits each region into two regions if the total number
of regions is smaller than the half of the user-specified maximum number
of regions.
In this way, DAMON provides its best-effort quality and minimal overhead
while keeping the bounds users set for their trade-off.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 6 +-
mm/damon.c | 158 +++++++++++++++++++++++++++++++++++++++---
2 files changed, 152 insertions(+), 12 deletions(-)
diff --git a/include/linux/damon.h b/include/linux/damon.h
index 558dd6ae0afa..f1c3f491fc50 100644
--- a/include/linux/damon.h
+++ b/include/linux/damon.h
@@ -42,6 +42,7 @@ struct damon_ctx {
unsigned long sample_interval;
unsigned long aggr_interval;
unsigned long min_nr_regions;
+ unsigned long max_nr_regions;
struct timespec64 last_aggregation;
@@ -53,8 +54,9 @@ struct damon_ctx {
};
int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids);
-int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
- unsigned long aggr_int, unsigned long min_nr_reg);
+int damon_set_attrs(struct damon_ctx *ctx,
+ unsigned long sample_int, unsigned long aggr_int,
+ unsigned long min_nr_reg, unsigned long max_nr_reg);
int damon_start(struct damon_ctx *ctx);
int damon_stop(struct damon_ctx *ctx);
diff --git a/mm/damon.c b/mm/damon.c
index ca1eeb51c7d0..6c9581104caf 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -332,9 +332,12 @@ static int damon_three_regions_of(struct damon_task *t,
* regions is wasteful. That said, because we can deal with small noises,
* tracking every mapping is not strictly required but could even incur a high
* overhead if the mapping frequently changes or the number of mappings is
- * high. Nonetheless, this may seems very weird. DAMON's dynamic regions
- * adjustment mechanism, which will be implemented with following commit will
- * make this more sense.
+ * high. The adaptive regions adjustment mechanism will further help to deal
+ * with the noise by simply identifying the unmapped areas as a region that
+ * has no access. Moreover, applying the real mappings that would have many
+ * unmapped areas inside will make the adaptive mechanism quite complex. That
+ * said, too huge unmapped areas inside the monitoring target should be removed
+ * to not take the time for the adaptive mechanism.
*
* For the reason, we convert the complex mappings to three distinct regions
* that cover every mapped area of the address space. Also the two gaps
@@ -508,20 +511,25 @@ static void damon_check_access(struct damon_ctx *ctx,
last_addr = r->sampling_addr;
}
-static void kdamond_check_accesses(struct damon_ctx *ctx)
+static unsigned int kdamond_check_accesses(struct damon_ctx *ctx)
{
struct damon_task *t;
struct mm_struct *mm;
struct damon_region *r;
+ unsigned int max_nr_accesses = 0;
damon_for_each_task(t, ctx) {
mm = damon_get_mm(t);
if (!mm)
continue;
- damon_for_each_region(r, t)
+ damon_for_each_region(r, t) {
damon_check_access(ctx, mm, r);
+ max_nr_accesses = max(r->nr_accesses, max_nr_accesses);
+ }
+
mmput(mm);
}
+ return max_nr_accesses;
}
/**
@@ -570,6 +578,125 @@ static void kdamond_reset_aggregated(struct damon_ctx *c)
}
}
+#define sz_damon_region(r) (r->vm_end - r->vm_start)
+
+/*
+ * Merge two adjacent regions into one region
+ */
+static void damon_merge_two_regions(struct damon_region *l,
+ struct damon_region *r)
+{
+ l->nr_accesses = (l->nr_accesses * sz_damon_region(l) +
+ r->nr_accesses * sz_damon_region(r)) /
+ (sz_damon_region(l) + sz_damon_region(r));
+ l->vm_end = r->vm_end;
+ damon_destroy_region(r);
+}
+
+#define diff_of(a, b) (a > b ? a - b : b - a)
+
+/*
+ * Merge adjacent regions having similar access frequencies
+ *
+ * t task affected by merge operation
+ * thres '->nr_accesses' diff threshold for the merge
+ */
+static void damon_merge_regions_of(struct damon_task *t, unsigned int thres)
+{
+ struct damon_region *r, *prev = NULL, *next;
+
+ damon_for_each_region_safe(r, next, t) {
+ if (!prev || prev->vm_end != r->vm_start ||
+ diff_of(prev->nr_accesses, r->nr_accesses) > thres) {
+ prev = r;
+ continue;
+ }
+ damon_merge_two_regions(prev, r);
+ }
+}
+
+/*
+ * Merge adjacent regions having similar access frequencies
+ *
+ * threshold '->nr_accesses' diff threshold for the merge
+ *
+ * This function merges monitoring target regions which are adjacent and their
+ * access frequencies are similar. This is for minimizing the monitoring
+ * overhead under the dynamically changeable access pattern. If a merge was
+ * unnecessarily made, later 'kdamond_split_regions()' will revert it.
+ */
+static void kdamond_merge_regions(struct damon_ctx *c, unsigned int threshold)
+{
+ struct damon_task *t;
+
+ damon_for_each_task(t, c)
+ damon_merge_regions_of(t, threshold);
+}
+
+/*
+ * Split a region in two
+ *
+ * r the region to be split
+ * sz_r size of the first sub-region that will be made
+ */
+static void damon_split_region_at(struct damon_ctx *ctx,
+ struct damon_region *r, unsigned long sz_r)
+{
+ struct damon_region *new;
+
+ new = damon_new_region(ctx, r->vm_start + sz_r, r->vm_end);
+ r->vm_end = new->vm_start;
+
+ damon_insert_region(new, r, damon_next_region(r));
+}
+
+/* Split every region in the given task into two randomly-sized regions */
+static void damon_split_regions_of(struct damon_ctx *ctx, struct damon_task *t)
+{
+ struct damon_region *r, *next;
+ unsigned long sz_orig_region, sz_left_region;
+
+ damon_for_each_region_safe(r, next, t) {
+ sz_orig_region = r->vm_end - r->vm_start;
+
+ /*
+ * Randomly select size of left sub-region to be at least
+ * 10 percent and at most 90% of original region
+ */
+ sz_left_region = ALIGN_DOWN(damon_rand(1, 10) * sz_orig_region
+ / 10, MIN_REGION);
+ /* Do not allow blank region */
+ if (sz_left_region == 0 || sz_left_region >= sz_orig_region)
+ continue;
+
+ damon_split_region_at(ctx, r, sz_left_region);
+ }
+}
+
+/*
+ * splits every target region into two randomly-sized regions
+ *
+ * This function splits every target region into two random-sized regions if
+ * current total number of the regions is equal or smaller than half of the
+ * user-specified maximum number of regions. This is for maximizing the
+ * monitoring accuracy under the dynamically changeable access patterns. If a
+ * split was unnecessarily made, later 'kdamond_merge_regions()' will revert
+ * it.
+ */
+static void kdamond_split_regions(struct damon_ctx *ctx)
+{
+ struct damon_task *t;
+ unsigned int nr_regions = 0;
+
+ damon_for_each_task(t, ctx)
+ nr_regions += nr_damon_regions(t);
+ if (nr_regions > ctx->max_nr_regions / 2)
+ return;
+
+ damon_for_each_task(t, ctx)
+ damon_split_regions_of(ctx, t);
+}
+
/*
* Check whether current monitoring should be stopped
*
@@ -609,6 +736,7 @@ static int kdamond_fn(void *data)
struct damon_ctx *ctx = (struct damon_ctx *)data;
struct damon_task *t;
struct damon_region *r, *next;
+ unsigned int max_nr_accesses = 0;
pr_info("kdamond (%d) starts\n", ctx->kdamond->pid);
kdamond_init_regions(ctx);
@@ -617,11 +745,13 @@ static int kdamond_fn(void *data)
usleep_range(ctx->sample_interval, ctx->sample_interval + 1);
- kdamond_check_accesses(ctx);
+ max_nr_accesses = kdamond_check_accesses(ctx);
- if (kdamond_aggregate_interval_passed(ctx))
+ if (kdamond_aggregate_interval_passed(ctx)) {
+ kdamond_merge_regions(ctx, max_nr_accesses / 10);
kdamond_reset_aggregated(ctx);
-
+ kdamond_split_regions(ctx);
+ }
}
damon_for_each_task(t, ctx) {
damon_for_each_region_safe(r, next, t)
@@ -731,24 +861,32 @@ int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids)
* @sample_int: time interval between samplings
* @aggr_int: time interval between aggregations
* @min_nr_reg: minimal number of regions
+ * @max_nr_reg: maximum number of regions
*
* This function should not be called while the kdamond is running.
* Every time interval is in micro-seconds.
*
* Return: 0 on success, negative error code otherwise.
*/
-int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
- unsigned long aggr_int, unsigned long min_nr_reg)
+int damon_set_attrs(struct damon_ctx *ctx,
+ unsigned long sample_int, unsigned long aggr_int,
+ unsigned long min_nr_reg, unsigned long max_nr_reg)
{
if (min_nr_reg < 3) {
pr_err("min_nr_regions (%lu) must be at least 3\n",
min_nr_reg);
return -EINVAL;
}
+ if (min_nr_reg > max_nr_reg) {
+ pr_err("invalid nr_regions. min (%lu) > max (%lu)\n",
+ min_nr_reg, max_nr_reg);
+ return -EINVAL;
+ }
ctx->sample_interval = sample_int;
ctx->aggr_interval = aggr_int;
ctx->min_nr_regions = min_nr_reg;
+ ctx->max_nr_regions = max_nr_reg;
return 0;
}
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 06/16] mm/damon: Split regions into 3 subregions if necessary
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (4 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 05/16] mm/damon: Adaptively adjust regions SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 07/16] mm/damon: Apply dynamic memory mapping changes SeongJae Park
` (9 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
Suppose that there are a very wide and cold region and a hot region, and
both regions are identified by DAMON. And then, the middle small region
inside the very wide and cold region becomes hot. DAMON will not be
able to identify this new region because the adaptive regions adjustment
mechanism splits each region to only two subregions.
This commit modifies the logic to split each region to 3 subregions if
such corner case is detected.
Suggested-by: James Cameron <Jonathan.Cameron@Huawei.com>
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
mm/damon.c | 51 ++++++++++++++++++++++++++++++++++-----------------
1 file changed, 34 insertions(+), 17 deletions(-)
diff --git a/mm/damon.c b/mm/damon.c
index 6c9581104caf..bbd5b1d921da 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -650,26 +650,32 @@ static void damon_split_region_at(struct damon_ctx *ctx,
damon_insert_region(new, r, damon_next_region(r));
}
-/* Split every region in the given task into two randomly-sized regions */
-static void damon_split_regions_of(struct damon_ctx *ctx, struct damon_task *t)
+/* Split every region in the given task into 'nr_subs' regions */
+static void damon_split_regions_of(struct damon_ctx *ctx,
+ struct damon_task *t, int nr_subs)
{
struct damon_region *r, *next;
- unsigned long sz_orig_region, sz_left_region;
+ unsigned long sz_region, sz_sub = 0;
+ int i;
damon_for_each_region_safe(r, next, t) {
- sz_orig_region = r->vm_end - r->vm_start;
-
- /*
- * Randomly select size of left sub-region to be at least
- * 10 percent and at most 90% of original region
- */
- sz_left_region = ALIGN_DOWN(damon_rand(1, 10) * sz_orig_region
- / 10, MIN_REGION);
- /* Do not allow blank region */
- if (sz_left_region == 0 || sz_left_region >= sz_orig_region)
- continue;
-
- damon_split_region_at(ctx, r, sz_left_region);
+ sz_region = r->vm_end - r->vm_start;
+
+ for (i = 0; i < nr_subs - 1 &&
+ sz_region > 2 * MIN_REGION; i++) {
+ /*
+ * Randomly select size of left sub-region to be at
+ * least 10 percent and at most 90% of original region
+ */
+ sz_sub = ALIGN_DOWN(damon_rand(1, 10) *
+ sz_region / 10, MIN_REGION);
+ /* Do not allow blank region */
+ if (sz_sub == 0 || sz_sub >= sz_region)
+ continue;
+
+ damon_split_region_at(ctx, r, sz_sub);
+ sz_region = sz_sub;
+ }
}
}
@@ -687,14 +693,25 @@ static void kdamond_split_regions(struct damon_ctx *ctx)
{
struct damon_task *t;
unsigned int nr_regions = 0;
+ static unsigned int last_nr_regions;
+ int nr_subregions = 2;
damon_for_each_task(t, ctx)
nr_regions += nr_damon_regions(t);
+
if (nr_regions > ctx->max_nr_regions / 2)
return;
+ /* If number of regions is not changed, we are maybe in corner case */
+ if (last_nr_regions == nr_regions &&
+ nr_regions < ctx->max_nr_regions / 3)
+ nr_subregions = 3;
+
damon_for_each_task(t, ctx)
- damon_split_regions_of(ctx, t);
+ damon_split_regions_of(ctx, t, nr_subregions);
+
+ if (!last_nr_regions)
+ last_nr_regions = nr_regions;
}
/*
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 07/16] mm/damon: Apply dynamic memory mapping changes
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (5 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 06/16] mm/damon: Split regions into 3 subregions if necessary SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 08/16] mm/damon: Implement callbacks SeongJae Park
` (8 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
Only a number of parts in the virtual address space of the processes is
mapped to physical memory and accessed. Thus, tracking the unmapped
address regions is just wasteful. However, tracking every memory
mapping change might incur an overhead. For the reason, DAMON applies
the dynamic memory mapping changes to the tracking regions only for each
of a user-specified time interval (``regions update interval``).
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 10 +++--
mm/damon.c | 101 +++++++++++++++++++++++++++++++++++++++++-
2 files changed, 106 insertions(+), 5 deletions(-)
diff --git a/include/linux/damon.h b/include/linux/damon.h
index f1c3f491fc50..62b9f90ed87b 100644
--- a/include/linux/damon.h
+++ b/include/linux/damon.h
@@ -34,17 +34,21 @@ struct damon_task {
/*
* For each 'sample_interval', DAMON checks whether each region is accessed or
* not. It aggregates and keeps the access information (number of accesses to
- * each region) for each 'aggr_interval' time.
+ * each region) for 'aggr_interval' time. DAMON also checks whether the memory
+ * mapping of the target tasks has changed (e.g., by mmap() calls from the
+ * application) and applies the changes for each 'regions_update_interval'.
*
* All time intervals are in micro-seconds.
*/
struct damon_ctx {
unsigned long sample_interval;
unsigned long aggr_interval;
+ unsigned long regions_update_interval;
unsigned long min_nr_regions;
unsigned long max_nr_regions;
struct timespec64 last_aggregation;
+ struct timespec64 last_regions_update;
struct task_struct *kdamond;
bool kdamond_stop;
@@ -54,8 +58,8 @@ struct damon_ctx {
};
int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids);
-int damon_set_attrs(struct damon_ctx *ctx,
- unsigned long sample_int, unsigned long aggr_int,
+int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
+ unsigned long aggr_int, unsigned long regions_update_int,
unsigned long min_nr_reg, unsigned long max_nr_reg);
int damon_start(struct damon_ctx *ctx);
int damon_stop(struct damon_ctx *ctx);
diff --git a/mm/damon.c b/mm/damon.c
index bbd5b1d921da..38a8a68b7beb 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -714,6 +714,98 @@ static void kdamond_split_regions(struct damon_ctx *ctx)
last_nr_regions = nr_regions;
}
+/*
+ * Check whether it is time to check and apply the dynamic mmap changes
+ *
+ * Returns true if it is.
+ */
+static bool kdamond_need_update_regions(struct damon_ctx *ctx)
+{
+ return damon_check_reset_time_interval(&ctx->last_regions_update,
+ ctx->regions_update_interval);
+}
+
+/*
+ * Check whether regions are intersecting
+ *
+ * Note that this function checks 'struct damon_region' and 'struct region'.
+ *
+ * Returns true if it is.
+ */
+static bool damon_intersect(struct damon_region *r, struct region *re)
+{
+ return !(r->vm_end <= re->start || re->end <= r->vm_start);
+}
+
+/*
+ * Update damon regions for the three big regions of the given task
+ *
+ * t the given task
+ * bregions the three big regions of the task
+ */
+static void damon_apply_three_regions(struct damon_ctx *ctx,
+ struct damon_task *t, struct region bregions[3])
+{
+ struct damon_region *r, *next;
+ unsigned int i = 0;
+
+ /* Remove regions which are not in the three big regions now */
+ damon_for_each_region_safe(r, next, t) {
+ for (i = 0; i < 3; i++) {
+ if (damon_intersect(r, &bregions[i]))
+ break;
+ }
+ if (i == 3)
+ damon_destroy_region(r);
+ }
+
+ /* Adjust intersecting regions to fit with the three big regions */
+ for (i = 0; i < 3; i++) {
+ struct damon_region *first = NULL, *last;
+ struct damon_region *newr;
+ struct region *br;
+
+ br = &bregions[i];
+ /* Get the first and last regions which intersects with br */
+ damon_for_each_region(r, t) {
+ if (damon_intersect(r, br)) {
+ if (!first)
+ first = r;
+ last = r;
+ }
+ if (r->vm_start >= br->end)
+ break;
+ }
+ if (!first) {
+ /* no damon_region intersects with this big region */
+ newr = damon_new_region(ctx,
+ ALIGN_DOWN(br->start, MIN_REGION),
+ ALIGN(br->end, MIN_REGION));
+ if (!newr)
+ continue;
+ damon_insert_region(newr, damon_prev_region(r), r);
+ } else {
+ first->vm_start = ALIGN_DOWN(br->start, MIN_REGION);
+ last->vm_end = ALIGN(br->end, MIN_REGION);
+ }
+ }
+}
+
+/*
+ * Update regions for current memory mappings
+ */
+static void kdamond_update_regions(struct damon_ctx *ctx)
+{
+ struct region three_regions[3];
+ struct damon_task *t;
+
+ damon_for_each_task(t, ctx) {
+ if (damon_three_regions_of(t, three_regions))
+ continue;
+ damon_apply_three_regions(ctx, t, three_regions);
+ }
+}
+
/*
* Check whether current monitoring should be stopped
*
@@ -769,6 +861,9 @@ static int kdamond_fn(void *data)
kdamond_reset_aggregated(ctx);
kdamond_split_regions(ctx);
}
+
+ if (kdamond_need_update_regions(ctx))
+ kdamond_update_regions(ctx);
}
damon_for_each_task(t, ctx) {
damon_for_each_region_safe(r, next, t)
@@ -876,6 +971,7 @@ int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids)
* damon_set_attrs() - Set attributes for the monitoring.
* @ctx: monitoring context
* @sample_int: time interval between samplings
+ * @regions_update_int: time interval between vma update checks
* @aggr_int: time interval between aggregations
* @min_nr_reg: minimal number of regions
* @max_nr_reg: maximum number of regions
@@ -885,8 +981,8 @@ int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids)
*
* Return: 0 on success, negative error code otherwise.
*/
-int damon_set_attrs(struct damon_ctx *ctx,
- unsigned long sample_int, unsigned long aggr_int,
+int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
+ unsigned long aggr_int, unsigned long regions_update_int,
unsigned long min_nr_reg, unsigned long max_nr_reg)
{
if (min_nr_reg < 3) {
@@ -902,6 +998,7 @@ int damon_set_attrs(struct damon_ctx *ctx,
ctx->sample_interval = sample_int;
ctx->aggr_interval = aggr_int;
+ ctx->regions_update_interval = regions_update_int;
ctx->min_nr_regions = min_nr_reg;
ctx->max_nr_regions = max_nr_reg;
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 08/16] mm/damon: Implement callbacks
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (6 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 07/16] mm/damon: Apply dynamic memory mapping changes SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 09/16] mm/damon: Implement access pattern recording SeongJae Park
` (7 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit implements callbacks for DAMON. Using this, DAMON users can
install their callbacks for each step of the access monitoring so that
they can do something interesting with the monitored access patterns
online. For example, callbacks can report the monitored patterns to
users or do some access pattern based memory management such as
proactive reclamations or access pattern based THP promotions/demotions
decision makings.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 4 ++++
mm/damon.c | 4 ++++
2 files changed, 8 insertions(+)
diff --git a/include/linux/damon.h b/include/linux/damon.h
index 62b9f90ed87b..264569b21502 100644
--- a/include/linux/damon.h
+++ b/include/linux/damon.h
@@ -55,6 +55,10 @@ struct damon_ctx {
struct mutex kdamond_lock;
struct list_head tasks_list; /* 'damon_task' objects */
+
+ /* callbacks */
+ void (*sample_cb)(struct damon_ctx *context);
+ void (*aggregate_cb)(struct damon_ctx *context);
};
int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids);
diff --git a/mm/damon.c b/mm/damon.c
index 38a8a68b7beb..498160b5e086 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -851,6 +851,8 @@ static int kdamond_fn(void *data)
kdamond_init_regions(ctx);
while (!kdamond_need_stop(ctx)) {
kdamond_prepare_access_checks(ctx);
+ if (ctx->sample_cb)
+ ctx->sample_cb(ctx);
usleep_range(ctx->sample_interval, ctx->sample_interval + 1);
@@ -858,6 +860,8 @@ static int kdamond_fn(void *data)
if (kdamond_aggregate_interval_passed(ctx)) {
kdamond_merge_regions(ctx, max_nr_accesses / 10);
+ if (ctx->aggregate_cb)
+ ctx->aggregate_cb(ctx);
kdamond_reset_aggregated(ctx);
kdamond_split_regions(ctx);
}
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 09/16] mm/damon: Implement access pattern recording
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (7 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 08/16] mm/damon: Implement callbacks SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 10/16] mm/damon: Add debugfs interface SeongJae Park
` (6 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit implements the recording feature of DAMON. If this feature
is enabled, DAMON writes the monitored access patterns in its binary
format into a file which specified by the user. This is already able to
be implemented by each user using the callbacks. However, as the
recording is expected to be used widely, this commit implements the
feature in the DAMON, for more convenience and efficiency.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/linux/damon.h | 7 +++
mm/damon.c | 131 +++++++++++++++++++++++++++++++++++++++++-
2 files changed, 135 insertions(+), 3 deletions(-)
diff --git a/include/linux/damon.h b/include/linux/damon.h
index 264569b21502..bc46ea00e9a1 100644
--- a/include/linux/damon.h
+++ b/include/linux/damon.h
@@ -50,6 +50,11 @@ struct damon_ctx {
struct timespec64 last_aggregation;
struct timespec64 last_regions_update;
+ unsigned char *rbuf;
+ unsigned int rbuf_len;
+ unsigned int rbuf_offset;
+ char *rfile_path;
+
struct task_struct *kdamond;
bool kdamond_stop;
struct mutex kdamond_lock;
@@ -65,6 +70,8 @@ int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids);
int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
unsigned long aggr_int, unsigned long regions_update_int,
unsigned long min_nr_reg, unsigned long max_nr_reg);
+int damon_set_recording(struct damon_ctx *ctx,
+ unsigned int rbuf_len, char *rfile_path);
int damon_start(struct damon_ctx *ctx);
int damon_stop(struct damon_ctx *ctx);
diff --git a/mm/damon.c b/mm/damon.c
index 498160b5e086..ddd78843f79a 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -44,6 +44,9 @@
#define damon_for_each_task_safe(t, next, ctx) \
list_for_each_entry_safe(t, next, &(ctx)->tasks_list, list)
+#define MAX_RECORD_BUFFER_LEN (4 * 1024 * 1024)
+#define MAX_RFILE_PATH_LEN 256
+
/* Get a random number in [l, r) */
#define damon_rand(l, r) (l + prandom_u32() % (r - l))
@@ -565,16 +568,80 @@ static bool kdamond_aggregate_interval_passed(struct damon_ctx *ctx)
}
/*
- * Reset the aggregated monitoring results
+ * Flush the content in the result buffer to the result file
+ */
+static void damon_flush_rbuffer(struct damon_ctx *ctx)
+{
+ ssize_t sz;
+ loff_t pos = 0;
+ struct file *rfile;
+
+ rfile = filp_open(ctx->rfile_path, O_CREAT | O_RDWR | O_APPEND, 0644);
+ if (IS_ERR(rfile)) {
+ pr_err("Cannot open the result file %s\n",
+ ctx->rfile_path);
+ return;
+ }
+
+ while (ctx->rbuf_offset) {
+ sz = kernel_write(rfile, ctx->rbuf, ctx->rbuf_offset, &pos);
+ if (sz < 0)
+ break;
+ ctx->rbuf_offset -= sz;
+ }
+ filp_close(rfile, NULL);
+}
+
+/*
+ * Write a data into the result buffer
+ */
+static void damon_write_rbuf(struct damon_ctx *ctx, void *data, ssize_t size)
+{
+ if (!ctx->rbuf_len || !ctx->rbuf)
+ return;
+ if (ctx->rbuf_offset + size > ctx->rbuf_len)
+ damon_flush_rbuffer(ctx);
+
+ memcpy(&ctx->rbuf[ctx->rbuf_offset], data, size);
+ ctx->rbuf_offset += size;
+}
+
+/*
+ * Flush the aggregated monitoring results to the result buffer
+ *
+ * Stores current tracking results to the result buffer and reset 'nr_accesses'
+ * of each region. The format for the result buffer is as below:
+ *
+ * <time> <number of tasks> <array of task infos>
+ *
+ * task info: <pid> <number of regions> <array of region infos>
+ * region info: <start address> <end address> <nr_accesses>
*/
static void kdamond_reset_aggregated(struct damon_ctx *c)
{
struct damon_task *t;
- struct damon_region *r;
+ struct timespec64 now;
+ unsigned int nr;
+
+ ktime_get_coarse_ts64(&now);
+
+ damon_write_rbuf(c, &now, sizeof(struct timespec64));
+ nr = nr_damon_tasks(c);
+ damon_write_rbuf(c, &nr, sizeof(nr));
damon_for_each_task(t, c) {
- damon_for_each_region(r, t)
+ struct damon_region *r;
+
+ damon_write_rbuf(c, &t->pid, sizeof(t->pid));
+ nr = nr_damon_regions(t);
+ damon_write_rbuf(c, &nr, sizeof(nr));
+ damon_for_each_region(r, t) {
+ damon_write_rbuf(c, &r->vm_start, sizeof(r->vm_start));
+ damon_write_rbuf(c, &r->vm_end, sizeof(r->vm_end));
+ damon_write_rbuf(c, &r->nr_accesses,
+ sizeof(r->nr_accesses));
r->nr_accesses = 0;
+ }
}
}
@@ -837,6 +904,14 @@ static bool kdamond_need_stop(struct damon_ctx *ctx)
return true;
}
+static void kdamond_write_record_header(struct damon_ctx *ctx)
+{
+ int recfmt_ver = 1;
+
+ damon_write_rbuf(ctx, "damon_recfmt_ver", 16);
+ damon_write_rbuf(ctx, &recfmt_ver, sizeof(recfmt_ver));
+}
+
/*
* The monitoring daemon that runs as a kernel thread
*/
@@ -849,6 +924,9 @@ static int kdamond_fn(void *data)
pr_info("kdamond (%d) starts\n", ctx->kdamond->pid);
kdamond_init_regions(ctx);
+
+ kdamond_write_record_header(ctx);
+
while (!kdamond_need_stop(ctx)) {
kdamond_prepare_access_checks(ctx);
if (ctx->sample_cb)
@@ -869,6 +947,7 @@ static int kdamond_fn(void *data)
if (kdamond_need_update_regions(ctx))
kdamond_update_regions(ctx);
}
+ damon_flush_rbuffer(ctx);
damon_for_each_task(t, ctx) {
damon_for_each_region_safe(r, next, t)
damon_destroy_region(r);
@@ -971,6 +1050,52 @@ int damon_set_pids(struct damon_ctx *ctx, int *pids, ssize_t nr_pids)
return 0;
}
+/**
+ * damon_set_recording() - Set attributes for the recording.
+ * @ctx: target kdamond context
+ * @rbuf_len: length of the result buffer
+ * @rfile_path: path to the monitor result files
+ *
+ * Setting 'rbuf_len' 0 disables recording.
+ *
+ * This function should not be called while the kdamond is running.
+ *
+ * Return: 0 on success, negative error code otherwise.
+ */
+int damon_set_recording(struct damon_ctx *ctx,
+ unsigned int rbuf_len, char *rfile_path)
+{
+ size_t rfile_path_len;
+
+ if (rbuf_len > MAX_RECORD_BUFFER_LEN) {
+ pr_err("too long (>%d) result buffer length\n",
+ MAX_RECORD_BUFFER_LEN);
+ return -EINVAL;
+ }
+ rfile_path_len = strnlen(rfile_path, MAX_RFILE_PATH_LEN);
+ if (rfile_path_len >= MAX_RFILE_PATH_LEN) {
+ pr_err("too long (>%d) result file path %s\n",
+ MAX_RFILE_PATH_LEN, rfile_path);
+ return -EINVAL;
+ }
+ ctx->rbuf_len = rbuf_len;
+ kfree(ctx->rbuf);
+ kfree(ctx->rfile_path);
+ ctx->rfile_path = NULL;
+ if (!rbuf_len) {
+ ctx->rbuf = NULL;
+ } else {
+ ctx->rbuf = kvmalloc(rbuf_len, GFP_KERNEL);
+ if (!ctx->rbuf)
+ return -ENOMEM;
+ }
+ ctx->rfile_path = kmalloc(rfile_path_len + 1, GFP_KERNEL);
+ if (!ctx->rfile_path)
+ return -ENOMEM;
+ strncpy(ctx->rfile_path, rfile_path, rfile_path_len + 1);
+ return 0;
+}
+
/**
* damon_set_attrs() - Set attributes for the monitoring.
* @ctx: monitoring context
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 10/16] mm/damon: Add debugfs interface
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (8 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 09/16] mm/damon: Implement access pattern recording SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-19 14:02 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 11/16] mm/damon: Add tracepoints SeongJae Park
` (5 subsequent siblings)
15 siblings, 1 reply; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds a debugfs interface for DAMON.
DAMON exports four files, ``attrs``, ``pids``, ``record``, and
``monitor_on`` under its debugfs directory, ``<debugfs>/damon/``.
Attributes
----------
Users can read and write 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. For example, below commands set those values to 5 ms, 100 ms,
1,000 ms, 10, 1000 and check it again::
# cd <debugfs>/damon
# echo 5000 100000 1000000 10 1000 > attrs
# cat attrs
5000 100000 1000000 10 1000
Target PIDs
-----------
Users can read and write the pids of current monitoring target processes
by reading from and writing to the ``pids`` file. For example, below
commands set processes having pids 42 and 4242 as the processes to be
monitored and check it again::
# cd <debugfs>/damon
# echo 42 4242 > pids
# cat pids
42 4242
Note that setting the pids doesn't start the monitoring.
Record
------
DAMON supports direct monitoring result record feature. The recorded
results are first written to a buffer and flushed to a file in batch.
Users can set the size of the buffer and the path to the result file by
reading from and writing to the ``record`` file. For example, below
commands set the buffer to be 4 KiB and the result to be saved in
'/damon.data'.
# cd <debugfs>/damon
# echo 4096 /damon.data > pids
# cat record
4096 /damon.data
Turning On/Off
--------------
You can check current status, start and stop the monitoring by reading
from and writing to the ``monitor_on`` file. Writing ``on`` to the file
starts DAMON to monitor the target processes with the attributes.
Writing ``off`` to the file stops DAMON. DAMON also stops if every
target processes is terminated. Below example commands turn on, off,
and check status of DAMON::
# cd <debugfs>/damon
# echo on > monitor_on
# echo off > monitor_on
# cat monitor_on
off
Please note that you cannot write to the ``attrs`` and ``pids`` files
while the monitoring is turned on. If you write to the files while
DAMON is running, ``-EINVAL`` will be returned.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
mm/damon.c | 351 ++++++++++++++++++++++++++++++++++++++++++++++++++++-
1 file changed, 350 insertions(+), 1 deletion(-)
diff --git a/mm/damon.c b/mm/damon.c
index ddd78843f79a..f31310536c79 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -10,6 +10,7 @@
#define pr_fmt(fmt) "damon: " fmt
#include <linux/damon.h>
+#include <linux/debugfs.h>
#include <linux/delay.h>
#include <linux/kthread.h>
#include <linux/mm.h>
@@ -50,6 +51,15 @@
/* Get a random number in [l, r) */
#define damon_rand(l, r) (l + prandom_u32() % (r - l))
+/* A monitoring context for debugfs interface users. */
+static struct damon_ctx damon_user_ctx = {
+ .sample_interval = 5 * 1000,
+ .aggr_interval = 100 * 1000,
+ .regions_update_interval = 1000 * 1000,
+ .min_nr_regions = 10,
+ .max_nr_regions = 1000,
+};
+
/*
* Construct a damon_region struct
*
@@ -1134,13 +1144,352 @@ int damon_set_attrs(struct damon_ctx *ctx, unsigned long sample_int,
return 0;
}
-static int __init damon_init(void)
+static ssize_t debugfs_monitor_on_read(struct file *file,
+ char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char monitor_on_buf[5];
+ bool monitor_on;
+ int len;
+
+ monitor_on = damon_kdamond_running(ctx);
+ len = snprintf(monitor_on_buf, 5, monitor_on ? "on\n" : "off\n");
+
+ return simple_read_from_buffer(buf, count, ppos, monitor_on_buf, len);
+}
+
+static ssize_t debugfs_monitor_on_write(struct file *file,
+ const char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ ssize_t ret;
+ char cmdbuf[5];
+ int err;
+
+ ret = simple_write_to_buffer(cmdbuf, 5, ppos, buf, count);
+ if (ret < 0)
+ return ret;
+
+ if (sscanf(cmdbuf, "%s", cmdbuf) != 1)
+ return -EINVAL;
+ if (!strncmp(cmdbuf, "on", 5))
+ err = damon_start(ctx);
+ else if (!strncmp(cmdbuf, "off", 5))
+ err = damon_stop(ctx);
+ else
+ return -EINVAL;
+
+ if (err)
+ ret = err;
+ return ret;
+}
+
+static ssize_t damon_sprint_pids(struct damon_ctx *ctx, char *buf, ssize_t len)
+{
+ struct damon_task *t;
+ int written = 0;
+ int rc;
+
+ damon_for_each_task(t, ctx) {
+ rc = snprintf(&buf[written], len - written, "%d ", t->pid);
+ if (!rc)
+ return -ENOMEM;
+ written += rc;
+ }
+ if (written)
+ written -= 1;
+ written += snprintf(&buf[written], len - written, "\n");
+ return written;
+}
+
+static ssize_t debugfs_pids_read(struct file *file,
+ char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ ssize_t len;
+ char pids_buf[320];
+
+ len = damon_sprint_pids(ctx, pids_buf, 320);
+ if (len < 0)
+ return len;
+
+ return simple_read_from_buffer(buf, count, ppos, pids_buf, len);
+}
+
+/*
+ * Converts a string into an array of unsigned long integers
+ *
+ * Returns an array of unsigned long integers if the conversion success, or
+ * NULL otherwise.
+ */
+static int *str_to_pids(const char *str, ssize_t len, ssize_t *nr_pids)
+{
+ int *pids;
+ const int max_nr_pids = 32;
+ int pid;
+ int pos = 0, parsed, ret;
+
+ *nr_pids = 0;
+ pids = kmalloc_array(max_nr_pids, sizeof(pid), GFP_KERNEL);
+ if (!pids)
+ return NULL;
+ while (*nr_pids < max_nr_pids && pos < len) {
+ ret = sscanf(&str[pos], "%d%n", &pid, &parsed);
+ pos += parsed;
+ if (ret != 1)
+ break;
+ pids[*nr_pids] = pid;
+ *nr_pids += 1;
+ }
+ if (*nr_pids == 0) {
+ kfree(pids);
+ pids = NULL;
+ }
+
+ return pids;
+}
+
+static ssize_t debugfs_pids_write(struct file *file,
+ const char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char *kbuf;
+ int *targets;
+ ssize_t nr_targets;
+ ssize_t ret;
+ int err;
+
+ kbuf = kmalloc(count, GFP_KERNEL);
+ if (!kbuf)
+ return -ENOMEM;
+
+ ret = simple_write_to_buffer(kbuf, count, ppos, buf, count);
+ if (ret < 0)
+ goto out;
+
+ targets = str_to_pids(kbuf, ret, &nr_targets);
+ if (!targets) {
+ ret = -ENOMEM;
+ goto out;
+ }
+
+ mutex_lock(&ctx->kdamond_lock);
+ if (ctx->kdamond) {
+ ret = -EINVAL;
+ goto unlock_out;
+ }
+
+ err = damon_set_pids(ctx, targets, nr_targets);
+ if (err)
+ ret = err;
+unlock_out:
+ mutex_unlock(&ctx->kdamond_lock);
+ kfree(targets);
+out:
+ kfree(kbuf);
+ return ret;
+}
+
+static ssize_t debugfs_record_read(struct file *file,
+ char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char record_buf[20 + MAX_RFILE_PATH_LEN];
+ int ret;
+
+ ret = snprintf(record_buf, ARRAY_SIZE(record_buf), "%u %s\n",
+ ctx->rbuf_len, ctx->rfile_path);
+ return simple_read_from_buffer(buf, count, ppos, record_buf, ret);
+}
+
+static ssize_t debugfs_record_write(struct file *file,
+ const char __user *buf, size_t count, loff_t *ppos)
{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char *kbuf;
+ unsigned int rbuf_len;
+ char rfile_path[MAX_RFILE_PATH_LEN];
+ ssize_t ret;
+ int err;
+
+ kbuf = kmalloc(count + 1, GFP_KERNEL);
+ if (!kbuf)
+ return -ENOMEM;
+ kbuf[count] = '\0';
+
+ ret = simple_write_to_buffer(kbuf, count, ppos, buf, count);
+ if (ret < 0)
+ goto out;
+ if (sscanf(kbuf, "%u %s",
+ &rbuf_len, rfile_path) != 2) {
+ ret = -EINVAL;
+ goto out;
+ }
+
+ mutex_lock(&ctx->kdamond_lock);
+ if (ctx->kdamond) {
+ ret = -EBUSY;
+ goto unlock_out;
+ }
+
+ err = damon_set_recording(ctx, rbuf_len, rfile_path);
+ if (err)
+ ret = err;
+unlock_out:
+ mutex_unlock(&ctx->kdamond_lock);
+out:
+ kfree(kbuf);
+ return ret;
+}
+
+
+static ssize_t debugfs_attrs_read(struct file *file,
+ char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char kbuf[128];
+ int ret;
+
+ ret = snprintf(kbuf, ARRAY_SIZE(kbuf), "%lu %lu %lu %lu %lu\n",
+ ctx->sample_interval, ctx->aggr_interval,
+ ctx->regions_update_interval, ctx->min_nr_regions,
+ ctx->max_nr_regions);
+
+ return simple_read_from_buffer(buf, count, ppos, kbuf, ret);
+}
+
+static ssize_t debugfs_attrs_write(struct file *file,
+ const char __user *buf, size_t count, loff_t *ppos)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ unsigned long s, a, r, minr, maxr;
+ char *kbuf;
+ ssize_t ret;
+ int err;
+
+ kbuf = kmalloc(count, GFP_KERNEL);
+ if (!kbuf)
+ return -ENOMEM;
+
+ ret = simple_write_to_buffer(kbuf, count, ppos, buf, count);
+ if (ret < 0)
+ goto out;
+
+ if (sscanf(kbuf, "%lu %lu %lu %lu %lu",
+ &s, &a, &r, &minr, &maxr) != 5) {
+ ret = -EINVAL;
+ goto out;
+ }
+
+ mutex_lock(&ctx->kdamond_lock);
+ if (ctx->kdamond) {
+ ret = -EBUSY;
+ goto unlock_out;
+ }
+
+ err = damon_set_attrs(ctx, s, a, r, minr, maxr);
+ if (err)
+ ret = err;
+unlock_out:
+ mutex_unlock(&ctx->kdamond_lock);
+out:
+ kfree(kbuf);
+ return ret;
+}
+
+static const struct file_operations monitor_on_fops = {
+ .owner = THIS_MODULE,
+ .read = debugfs_monitor_on_read,
+ .write = debugfs_monitor_on_write,
+};
+
+static const struct file_operations pids_fops = {
+ .owner = THIS_MODULE,
+ .read = debugfs_pids_read,
+ .write = debugfs_pids_write,
+};
+
+static const struct file_operations record_fops = {
+ .owner = THIS_MODULE,
+ .read = debugfs_record_read,
+ .write = debugfs_record_write,
+};
+
+static const struct file_operations attrs_fops = {
+ .owner = THIS_MODULE,
+ .read = debugfs_attrs_read,
+ .write = debugfs_attrs_write,
+};
+
+static struct dentry *debugfs_root;
+
+static int __init damon_debugfs_init(void)
+{
+ const char * const file_names[] = {"attrs", "record",
+ "pids", "monitor_on"};
+ const struct file_operations *fops[] = {&attrs_fops, &record_fops,
+ &pids_fops, &monitor_on_fops};
+ int i;
+
+ debugfs_root = debugfs_create_dir("damon", NULL);
+ if (!debugfs_root) {
+ pr_err("failed to create the debugfs dir\n");
+ return -ENOMEM;
+ }
+
+ for (i = 0; i < ARRAY_SIZE(file_names); i++) {
+ if (!debugfs_create_file(file_names[i], 0600, debugfs_root,
+ NULL, fops[i])) {
+ pr_err("failed to create %s file\n", file_names[i]);
+ return -ENOMEM;
+ }
+ }
+
return 0;
}
+static int __init damon_init_user_ctx(void)
+{
+ int rc;
+
+ struct damon_ctx *ctx = &damon_user_ctx;
+
+ ktime_get_coarse_ts64(&ctx->last_aggregation);
+ ctx->last_regions_update = ctx->last_aggregation;
+
+ rc = damon_set_recording(ctx, 1024 * 1024, "/damon.data");
+ if (rc)
+ return rc;
+
+ mutex_init(&ctx->kdamond_lock);
+
+ INIT_LIST_HEAD(&ctx->tasks_list);
+
+ return 0;
+}
+
+static int __init damon_init(void)
+{
+ int rc;
+
+ rc = damon_init_user_ctx();
+ if (rc)
+ return rc;
+
+ rc = damon_debugfs_init();
+ if (rc)
+ pr_err("%s: debugfs init failed\n", __func__);
+
+ return rc;
+}
+
static void __exit damon_exit(void)
{
+ damon_stop(&damon_user_ctx);
+ debugfs_remove_recursive(debugfs_root);
+
+ kfree(damon_user_ctx.rbuf);
+ kfree(damon_user_ctx.rfile_path);
}
module_init(damon_init);
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 11/16] mm/damon: Add tracepoints
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (9 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 10/16] mm/damon: Add debugfs interface SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 12/16] tools: Add a minimal user-space tool for DAMON SeongJae Park
` (4 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds a tracepoint for DAMON. It traces the monitoring
results of each region for each aggregation interval. Using this, DAMON
will be easily integrated with any tracepoints supporting tools such as
perf.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
include/trace/events/damon.h | 43 ++++++++++++++++++++++++++++++++++++
mm/damon.c | 5 +++++
2 files changed, 48 insertions(+)
create mode 100644 include/trace/events/damon.h
diff --git a/include/trace/events/damon.h b/include/trace/events/damon.h
new file mode 100644
index 000000000000..22236642d366
--- /dev/null
+++ b/include/trace/events/damon.h
@@ -0,0 +1,43 @@
+/* SPDX-License-Identifier: GPL-2.0 */
+#undef TRACE_SYSTEM
+#define TRACE_SYSTEM damon
+
+#if !defined(_TRACE_DAMON_H) || defined(TRACE_HEADER_MULTI_READ)
+#define _TRACE_DAMON_H
+
+#include <linux/types.h>
+#include <linux/tracepoint.h>
+
+TRACE_EVENT(damon_aggregated,
+
+ TP_PROTO(int pid, unsigned int nr_regions,
+ unsigned long vm_start, unsigned long vm_end,
+ unsigned int nr_accesses),
+
+ TP_ARGS(pid, nr_regions, vm_start, vm_end, nr_accesses),
+
+ TP_STRUCT__entry(
+ __field(int, pid)
+ __field(unsigned int, nr_regions)
+ __field(unsigned long, vm_start)
+ __field(unsigned long, vm_end)
+ __field(unsigned int, nr_accesses)
+ ),
+
+ TP_fast_assign(
+ __entry->pid = pid;
+ __entry->nr_regions = nr_regions;
+ __entry->vm_start = vm_start;
+ __entry->vm_end = vm_end;
+ __entry->nr_accesses = nr_accesses;
+ ),
+
+ TP_printk("pid=%d nr_regions=%u %lu-%lu: %u", __entry->pid,
+ __entry->nr_regions, __entry->vm_start,
+ __entry->vm_end, __entry->nr_accesses)
+);
+
+#endif /* _TRACE_DAMON_H */
+
+/* This part must be outside protection */
+#include <trace/define_trace.h>
diff --git a/mm/damon.c b/mm/damon.c
index f31310536c79..6fd55aec5275 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -9,6 +9,8 @@
#define pr_fmt(fmt) "damon: " fmt
+#define CREATE_TRACE_POINTS
+
#include <linux/damon.h>
#include <linux/debugfs.h>
#include <linux/delay.h>
@@ -20,6 +22,7 @@
#include <linux/sched/mm.h>
#include <linux/sched/task.h>
#include <linux/slab.h>
+#include <trace/events/damon.h>
/* Minimal region size. Every damon_region is aligned by this. */
#define MIN_REGION PAGE_SIZE
@@ -650,6 +653,8 @@ static void kdamond_reset_aggregated(struct damon_ctx *c)
damon_write_rbuf(c, &r->vm_end, sizeof(r->vm_end));
damon_write_rbuf(c, &r->nr_accesses,
sizeof(r->nr_accesses));
+ trace_damon_aggregated(t->pid, nr,
+ r->vm_start, r->vm_end, r->nr_accesses);
r->nr_accesses = 0;
}
}
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 12/16] tools: Add a minimal user-space tool for DAMON
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (10 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 11/16] mm/damon: Add tracepoints SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 13/16] Documentation/admin-guide/mm: Add a document " SeongJae Park
` (3 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds a shallow wrapper python script, ``/tools/damon/damo``
that provides more convenient interface. Note that it is only aimed to
be used for minimal reference of the DAMON's debugfs interfaces and for
debugging of the DAMON itself.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
tools/damon/.gitignore | 1 +
tools/damon/_dist.py | 36 ++++
tools/damon/_recfile.py | 23 +++
tools/damon/bin2txt.py | 67 +++++++
tools/damon/damo | 37 ++++
tools/damon/heats.py | 362 ++++++++++++++++++++++++++++++++++++++
tools/damon/nr_regions.py | 91 ++++++++++
tools/damon/record.py | 212 ++++++++++++++++++++++
tools/damon/report.py | 45 +++++
tools/damon/wss.py | 97 ++++++++++
10 files changed, 971 insertions(+)
create mode 100644 tools/damon/.gitignore
create mode 100644 tools/damon/_dist.py
create mode 100644 tools/damon/_recfile.py
create mode 100644 tools/damon/bin2txt.py
create mode 100755 tools/damon/damo
create mode 100644 tools/damon/heats.py
create mode 100644 tools/damon/nr_regions.py
create mode 100644 tools/damon/record.py
create mode 100644 tools/damon/report.py
create mode 100644 tools/damon/wss.py
diff --git a/tools/damon/.gitignore b/tools/damon/.gitignore
new file mode 100644
index 000000000000..96403d36ff93
--- /dev/null
+++ b/tools/damon/.gitignore
@@ -0,0 +1 @@
+__pycache__/*
diff --git a/tools/damon/_dist.py b/tools/damon/_dist.py
new file mode 100644
index 000000000000..9851ec964e5c
--- /dev/null
+++ b/tools/damon/_dist.py
@@ -0,0 +1,36 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+import os
+import struct
+import subprocess
+
+def access_patterns(f):
+ nr_regions = struct.unpack('I', f.read(4))[0]
+
+ patterns = []
+ for r in range(nr_regions):
+ saddr = struct.unpack('L', f.read(8))[0]
+ eaddr = struct.unpack('L', f.read(8))[0]
+ nr_accesses = struct.unpack('I', f.read(4))[0]
+ patterns.append([eaddr - saddr, nr_accesses])
+ return patterns
+
+def plot_dist(data_file, output_file, xlabel, ylabel):
+ terminal = output_file.split('.')[-1]
+ if not terminal in ['pdf', 'jpeg', 'png', 'svg']:
+ os.remove(data_file)
+ print("Unsupported plot output type.")
+ exit(-1)
+
+ gnuplot_cmd = """
+ set term %s;
+ set output '%s';
+ set key off;
+ set xlabel '%s';
+ set ylabel '%s';
+ plot '%s' with linespoints;""" % (terminal, output_file, xlabel, ylabel,
+ data_file)
+ subprocess.call(['gnuplot', '-e', gnuplot_cmd])
+ os.remove(data_file)
+
diff --git a/tools/damon/_recfile.py b/tools/damon/_recfile.py
new file mode 100644
index 000000000000..331b4d8165d8
--- /dev/null
+++ b/tools/damon/_recfile.py
@@ -0,0 +1,23 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+import struct
+
+fmt_version = 0
+
+def set_fmt_version(f):
+ global fmt_version
+
+ mark = f.read(16)
+ if mark == b'damon_recfmt_ver':
+ fmt_version = struct.unpack('i', f.read(4))[0]
+ else:
+ fmt_version = 0
+ f.seek(0)
+ return fmt_version
+
+def pid(f):
+ if fmt_version == 0:
+ return struct.unpack('L', f.read(8))[0]
+ else:
+ return struct.unpack('i', f.read(4))[0]
diff --git a/tools/damon/bin2txt.py b/tools/damon/bin2txt.py
new file mode 100644
index 000000000000..8b9b57a0d727
--- /dev/null
+++ b/tools/damon/bin2txt.py
@@ -0,0 +1,67 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+import argparse
+import os
+import struct
+import sys
+
+import _recfile
+
+def parse_time(bindat):
+ "bindat should be 16 bytes"
+ sec = struct.unpack('l', bindat[0:8])[0]
+ nsec = struct.unpack('l', bindat[8:16])[0]
+ return sec * 1000000000 + nsec;
+
+def pr_region(f):
+ saddr = struct.unpack('L', f.read(8))[0]
+ eaddr = struct.unpack('L', f.read(8))[0]
+ nr_accesses = struct.unpack('I', f.read(4))[0]
+ print("%012x-%012x(%10d):\t%d" %
+ (saddr, eaddr, eaddr - saddr, nr_accesses))
+
+def pr_task_info(f):
+ pid = _recfile.pid(f)
+ print("pid: ", pid)
+ nr_regions = struct.unpack('I', f.read(4))[0]
+ print("nr_regions: ", nr_regions)
+ for r in range(nr_regions):
+ pr_region(f)
+
+def set_argparser(parser):
+ parser.add_argument('--input', '-i', type=str, metavar='<file>',
+ default='damon.data', help='input file name')
+
+def main(args=None):
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ file_path = args.input
+
+ if not os.path.isfile(file_path):
+ print('input file (%s) is not exist' % file_path)
+ exit(1)
+
+ with open(file_path, 'rb') as f:
+ _recfile.set_fmt_version(f)
+ start_time = None
+ while True:
+ timebin = f.read(16)
+ if len(timebin) != 16:
+ break
+ time = parse_time(timebin)
+ if not start_time:
+ start_time = time
+ print("start_time: ", start_time)
+ print("rel time: %16d" % (time - start_time))
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ print("nr_tasks: ", nr_tasks)
+ for t in range(nr_tasks):
+ pr_task_info(f)
+ print("")
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/damo b/tools/damon/damo
new file mode 100755
index 000000000000..58e1099ae5fc
--- /dev/null
+++ b/tools/damon/damo
@@ -0,0 +1,37 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+import argparse
+
+import record
+import report
+
+class SubCmdHelpFormatter(argparse.RawDescriptionHelpFormatter):
+ def _format_action(self, action):
+ parts = super(argparse.RawDescriptionHelpFormatter,
+ self)._format_action(action)
+ # skip sub parsers help
+ if action.nargs == argparse.PARSER:
+ parts = '\n'.join(parts.split('\n')[1:])
+ return parts
+
+parser = argparse.ArgumentParser(formatter_class=SubCmdHelpFormatter)
+
+subparser = parser.add_subparsers(title='command', dest='command',
+ metavar='<command>')
+subparser.required = True
+
+parser_record = subparser.add_parser('record',
+ help='record data accesses of the given target processes')
+record.set_argparser(parser_record)
+
+parser_report = subparser.add_parser('report',
+ help='report the recorded data accesses in the specified form')
+report.set_argparser(parser_report)
+
+args = parser.parse_args()
+
+if args.command == 'record':
+ record.main(args)
+elif args.command == 'report':
+ report.main(args)
diff --git a/tools/damon/heats.py b/tools/damon/heats.py
new file mode 100644
index 000000000000..99837083874e
--- /dev/null
+++ b/tools/damon/heats.py
@@ -0,0 +1,362 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"""
+Transform binary trace data into human readable text that can be used for
+heatmap drawing, or directly plot the data in a heatmap format.
+
+Format of the text is:
+
+ <time> <space> <heat>
+ ...
+
+"""
+
+import argparse
+import os
+import struct
+import subprocess
+import sys
+import tempfile
+
+import _recfile
+
+class HeatSample:
+ space_idx = None
+ sz_time_space = None
+ heat = None
+
+ def __init__(self, space_idx, sz_time_space, heat):
+ if sz_time_space < 0:
+ raise RuntimeError()
+ self.space_idx = space_idx
+ self.sz_time_space = sz_time_space
+ self.heat = heat
+
+ def total_heat(self):
+ return self.heat * self.sz_time_space
+
+ def merge(self, sample):
+ "sample must have a space idx that same to self"
+ heat_sum = self.total_heat() + sample.total_heat()
+ self.heat = heat_sum / (self.sz_time_space + sample.sz_time_space)
+ self.sz_time_space += sample.sz_time_space
+
+def pr_samples(samples, time_idx, time_unit, region_unit):
+ display_time = time_idx * time_unit
+ for idx, sample in enumerate(samples):
+ display_addr = idx * region_unit
+ if not sample:
+ print("%s\t%s\t%s" % (display_time, display_addr, 0.0))
+ continue
+ print("%s\t%s\t%s" % (display_time, display_addr, sample.total_heat() /
+ time_unit / region_unit))
+
+def to_idx(value, min_, unit):
+ return (value - min_) // unit
+
+def read_task_heats(f, pid, aunit, amin, amax):
+ pid_ = _recfile.pid(f)
+ nr_regions = struct.unpack('I', f.read(4))[0]
+ if pid_ != pid:
+ f.read(20 * nr_regions)
+ return None
+ samples = []
+ for i in range(nr_regions):
+ saddr = struct.unpack('L', f.read(8))[0]
+ eaddr = struct.unpack('L', f.read(8))[0]
+ eaddr = min(eaddr, amax - 1)
+ heat = struct.unpack('I', f.read(4))[0]
+
+ if eaddr <= amin:
+ continue
+ if saddr >= amax:
+ continue
+ saddr = max(amin, saddr)
+ eaddr = min(amax, eaddr)
+
+ sidx = to_idx(saddr, amin, aunit)
+ eidx = to_idx(eaddr - 1, amin, aunit)
+ for idx in range(sidx, eidx + 1):
+ sa = max(amin + idx * aunit, saddr)
+ ea = min(amin + (idx + 1) * aunit, eaddr)
+ sample = HeatSample(idx, (ea - sa), heat)
+ samples.append(sample)
+ return samples
+
+def parse_time(bindat):
+ sec = struct.unpack('l', bindat[0:8])[0]
+ nsec = struct.unpack('l', bindat[8:16])[0]
+ return sec * 1000000000 + nsec
+
+def apply_samples(target_samples, samples, start_time, end_time, aunit, amin):
+ for s in samples:
+ sample = HeatSample(s.space_idx,
+ s.sz_time_space * (end_time - start_time), s.heat)
+ idx = sample.space_idx
+ if not target_samples[idx]:
+ target_samples[idx] = sample
+ else:
+ target_samples[idx].merge(sample)
+
+def __pr_heats(f, pid, tunit, tmin, tmax, aunit, amin, amax):
+ heat_samples = [None] * ((amax - amin) // aunit)
+
+ start_time = 0
+ end_time = 0
+ last_flushed = -1
+ while True:
+ start_time = end_time
+ timebin = f.read(16)
+ if (len(timebin)) != 16:
+ break
+ end_time = parse_time(timebin)
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ samples_set = {}
+ for t in range(nr_tasks):
+ samples = read_task_heats(f, pid, aunit, amin, amax)
+ if samples:
+ samples_set[pid] = samples
+ if not pid in samples_set:
+ continue
+ if start_time >= tmax:
+ continue
+ if end_time <= tmin:
+ continue
+ start_time = max(start_time, tmin)
+ end_time = min(end_time, tmax)
+
+ sidx = to_idx(start_time, tmin, tunit)
+ eidx = to_idx(end_time - 1, tmin, tunit)
+ for idx in range(sidx, eidx + 1):
+ if idx != last_flushed:
+ pr_samples(heat_samples, idx, tunit, aunit)
+ heat_samples = [None] * ((amax - amin) // aunit)
+ last_flushed = idx
+ st = max(start_time, tmin + idx * tunit)
+ et = min(end_time, tmin + (idx + 1) * tunit)
+ apply_samples(heat_samples, samples_set[pid], st, et, aunit, amin)
+
+def pr_heats(args):
+ binfile = args.input
+ pid = args.pid
+ tres = args.tres
+ tmin = args.tmin
+ ares = args.ares
+ amin = args.amin
+
+ tunit = (args.tmax - tmin) // tres
+ aunit = (args.amax - amin) // ares
+
+ # Compensate the values so that those fit with the resolution
+ tmax = tmin + tunit * tres
+ amax = amin + aunit * ares
+
+ with open(binfile, 'rb') as f:
+ _recfile.set_fmt_version(f)
+ __pr_heats(f, pid, tunit, tmin, tmax, aunit, amin, amax)
+
+class GuideInfo:
+ pid = None
+ start_time = None
+ end_time = None
+ lowest_addr = None
+ highest_addr = None
+ gaps = None
+
+ def __init__(self, pid, start_time):
+ self.pid = pid
+ self.start_time = start_time
+ self.gaps = []
+
+ def regions(self):
+ regions = []
+ region = [self.lowest_addr]
+ for gap in self.gaps:
+ for idx, point in enumerate(gap):
+ if idx == 0:
+ region.append(point)
+ regions.append(region)
+ else:
+ region = [point]
+ region.append(self.highest_addr)
+ regions.append(region)
+ return regions
+
+ def total_space(self):
+ ret = 0
+ for r in self.regions():
+ ret += r[1] - r[0]
+ return ret
+
+ def __str__(self):
+ lines = ['pid:%d' % self.pid]
+ lines.append('time: %d-%d (%d)' % (self.start_time, self.end_time,
+ self.end_time - self.start_time))
+ for idx, region in enumerate(self.regions()):
+ lines.append('region\t%2d: %020d-%020d (%d)' %
+ (idx, region[0], region[1], region[1] - region[0]))
+ return '\n'.join(lines)
+
+def is_overlap(region1, region2):
+ if region1[1] < region2[0]:
+ return False
+ if region2[1] < region1[0]:
+ return False
+ return True
+
+def overlap_region_of(region1, region2):
+ return [max(region1[0], region2[0]), min(region1[1], region2[1])]
+
+def overlapping_regions(regions1, regions2):
+ overlap_regions = []
+ for r1 in regions1:
+ for r2 in regions2:
+ if is_overlap(r1, r2):
+ r1 = overlap_region_of(r1, r2)
+ if r1:
+ overlap_regions.append(r1)
+ return overlap_regions
+
+def get_guide_info(binfile):
+ "Read file, return the set of guide information objects of the data"
+ guides = {}
+ with open(binfile, 'rb') as f:
+ _recfile.set_fmt_version(f)
+ while True:
+ timebin = f.read(16)
+ if len(timebin) != 16:
+ break
+ monitor_time = parse_time(timebin)
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ for t in range(nr_tasks):
+ pid = _recfile.pid(f)
+ nr_regions = struct.unpack('I', f.read(4))[0]
+ if not pid in guides:
+ guides[pid] = GuideInfo(pid, monitor_time)
+ guide = guides[pid]
+ guide.end_time = monitor_time
+
+ last_addr = None
+ gaps = []
+ for r in range(nr_regions):
+ saddr = struct.unpack('L', f.read(8))[0]
+ eaddr = struct.unpack('L', f.read(8))[0]
+ f.read(4)
+
+ if not guide.lowest_addr or saddr < guide.lowest_addr:
+ guide.lowest_addr = saddr
+ if not guide.highest_addr or eaddr > guide.highest_addr:
+ guide.highest_addr = eaddr
+
+ if not last_addr:
+ last_addr = eaddr
+ continue
+ if last_addr != saddr:
+ gaps.append([last_addr, saddr])
+ last_addr = eaddr
+
+ if not guide.gaps:
+ guide.gaps = gaps
+ else:
+ guide.gaps = overlapping_regions(guide.gaps, gaps)
+ return sorted(list(guides.values()), key=lambda x: x.total_space(),
+ reverse=True)
+
+def pr_guide(binfile):
+ for guide in get_guide_info(binfile):
+ print(guide)
+
+def region_sort_key(region):
+ return region[1] - region[0]
+
+def set_missed_args(args):
+ if args.pid and args.tmin and args.tmax and args.amin and args.amax:
+ return
+ guides = get_guide_info(args.input)
+ guide = guides[0]
+ if not args.pid:
+ args.pid = guide.pid
+ for g in guides:
+ if g.pid == args.pid:
+ guide = g
+ break
+
+ if not args.tmin:
+ args.tmin = guide.start_time
+ if not args.tmax:
+ args.tmax = guide.end_time
+
+ if not args.amin or not args.amax:
+ region = sorted(guide.regions(), key=lambda x: x[1] - x[0],
+ reverse=True)[0]
+ args.amin = region[0]
+ args.amax = region[1]
+
+def plot_heatmap(data_file, output_file):
+ terminal = output_file.split('.')[-1]
+ if not terminal in ['pdf', 'jpeg', 'png', 'svg']:
+ os.remove(data_file)
+ print("Unsupported plot output type.")
+ exit(-1)
+
+ gnuplot_cmd = """
+ set term %s;
+ set output '%s';
+ set key off;
+ set xrange [0:];
+ set yrange [0:];
+ set xlabel 'Time (ns)';
+ set ylabel 'Virtual Address (bytes)';
+ plot '%s' using 1:2:3 with image;""" % (terminal, output_file, data_file)
+ subprocess.call(['gnuplot', '-e', gnuplot_cmd])
+ os.remove(data_file)
+
+def set_argparser(parser):
+ parser.add_argument('--input', '-i', type=str, metavar='<file>',
+ default='damon.data', help='input file name')
+ parser.add_argument('--pid', metavar='<pid>', type=int,
+ help='pid of target task')
+ parser.add_argument('--tres', metavar='<resolution>', type=int,
+ default=500, help='time resolution of the output')
+ parser.add_argument('--tmin', metavar='<time>', type=lambda x: int(x,0),
+ help='minimal time of the output')
+ parser.add_argument('--tmax', metavar='<time>', type=lambda x: int(x,0),
+ help='maximum time of the output')
+ parser.add_argument('--ares', metavar='<resolution>', type=int, default=500,
+ help='space address resolution of the output')
+ parser.add_argument('--amin', metavar='<address>', type=lambda x: int(x,0),
+ help='minimal space address of the output')
+ parser.add_argument('--amax', metavar='<address>', type=lambda x: int(x,0),
+ help='maximum space address of the output')
+ parser.add_argument('--guide', action='store_true',
+ help='print a guidance for the min/max/resolution settings')
+ parser.add_argument('--heatmap', metavar='<file>', type=str,
+ help='heatmap image file to create')
+
+def main(args=None):
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ if args.guide:
+ pr_guide(args.input)
+ else:
+ set_missed_args(args)
+ orig_stdout = sys.stdout
+ if args.heatmap:
+ tmp_path = tempfile.mkstemp()[1]
+ tmp_file = open(tmp_path, 'w')
+ sys.stdout = tmp_file
+
+ pr_heats(args)
+
+ if args.heatmap:
+ sys.stdout = orig_stdout
+ tmp_file.flush()
+ tmp_file.close()
+ plot_heatmap(tmp_path, args.heatmap)
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/nr_regions.py b/tools/damon/nr_regions.py
new file mode 100644
index 000000000000..655ee50a7b8d
--- /dev/null
+++ b/tools/damon/nr_regions.py
@@ -0,0 +1,91 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"Print out distribution of the number of regions in the given record"
+
+import argparse
+import struct
+import sys
+import tempfile
+
+import _dist
+import _recfile
+
+def set_argparser(parser):
+ parser.add_argument('--input', '-i', type=str, metavar='<file>',
+ default='damon.data', help='input file name')
+ parser.add_argument('--range', '-r', type=int, nargs=3,
+ metavar=('<start>', '<stop>', '<step>'),
+ help='range of percentiles to print')
+ parser.add_argument('--sortby', '-s', choices=['time', 'size'],
+ help='the metric to be used for sorting the number of regions')
+ parser.add_argument('--plot', '-p', type=str, metavar='<file>',
+ help='plot the distribution to an image file')
+
+def main(args=None):
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ percentiles = [0, 25, 50, 75, 100]
+
+ file_path = args.input
+ if args.range:
+ percentiles = range(args.range[0], args.range[1], args.range[2])
+ nr_regions_sort = True
+ if args.sortby == 'time':
+ nr_regions_sort = False
+
+ pid_pattern_map = {}
+ with open(file_path, 'rb') as f:
+ _recfile.set_fmt_version(f)
+ start_time = None
+ while True:
+ timebin = f.read(16)
+ if len(timebin) != 16:
+ break
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ for t in range(nr_tasks):
+ pid = _recfile.pid(f)
+ if not pid in pid_pattern_map:
+ pid_pattern_map[pid] = []
+ pid_pattern_map[pid].append(_dist.access_patterns(f))
+
+ orig_stdout = sys.stdout
+ if args.plot:
+ tmp_path = tempfile.mkstemp()[1]
+ tmp_file = open(tmp_path, 'w')
+ sys.stdout = tmp_file
+
+ print('# <percentile> <# regions>')
+ for pid in pid_pattern_map.keys():
+ # Skip firs 20 regions as those would not adaptively adjusted
+ snapshots = pid_pattern_map[pid][20:]
+ nr_regions_dist = []
+ for snapshot in snapshots:
+ nr_regions_dist.append(len(snapshot))
+ if nr_regions_sort:
+ nr_regions_dist.sort(reverse=False)
+
+ print('# pid\t%s' % pid)
+ print('# avr:\t%d' % (sum(nr_regions_dist) / len(nr_regions_dist)))
+ for percentile in percentiles:
+ thres_idx = int(percentile / 100.0 * len(nr_regions_dist))
+ if thres_idx == len(nr_regions_dist):
+ thres_idx -= 1
+ threshold = nr_regions_dist[thres_idx]
+ print('%d\t%d' % (percentile, nr_regions_dist[thres_idx]))
+
+ if args.plot:
+ sys.stdout = orig_stdout
+ tmp_file.flush()
+ tmp_file.close()
+ xlabel = 'runtime (percent)'
+ if nr_regions_sort:
+ xlabel = 'percentile'
+ _dist.plot_dist(tmp_path, args.plot, xlabel,
+ 'number of monitoring target regions')
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/record.py b/tools/damon/record.py
new file mode 100644
index 000000000000..a547d479a103
--- /dev/null
+++ b/tools/damon/record.py
@@ -0,0 +1,212 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"""
+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'
+
+def do_record(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' % attrs)
+ if is_target_cmd:
+ p = subprocess.Popen(target, shell=True, executable='/bin/bash')
+ target = p.pid
+ if set_target_pid(target):
+ print('pid setting (%s) failed' % target)
+ cleanup_exit(old_attrs, -2)
+ if 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():
+ 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'):
+ 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_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):
+ 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
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ chk_permission()
+ chk_update_debugfs(args.debugfs)
+
+ signal.signal(signal.SIGINT, sighandler)
+ signal.signal(signal.SIGTERM, sighandler)
+ orig_attrs = current_attrs()
+
+ new_attrs = 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'):
+ do_record(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)
+ do_record(target, False, new_attrs, orig_attrs)
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/report.py b/tools/damon/report.py
new file mode 100644
index 000000000000..c661c7b2f1af
--- /dev/null
+++ b/tools/damon/report.py
@@ -0,0 +1,45 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+import argparse
+
+import bin2txt
+import heats
+import nr_regions
+import wss
+
+def set_argparser(parser):
+ subparsers = parser.add_subparsers(title='report type', dest='report_type',
+ metavar='<report type>', help='the type of the report to generate')
+ subparsers.required = True
+
+ parser_raw = subparsers.add_parser('raw', help='human readable raw data')
+ bin2txt.set_argparser(parser_raw)
+
+ parser_heats = subparsers.add_parser('heats', help='heats of regions')
+ heats.set_argparser(parser_heats)
+
+ parser_wss = subparsers.add_parser('wss', help='working set size')
+ wss.set_argparser(parser_wss)
+
+ parser_nr_regions = subparsers.add_parser('nr_regions',
+ help='number of regions')
+ nr_regions.set_argparser(parser_nr_regions)
+
+def main(args=None):
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ if args.report_type == 'raw':
+ bin2txt.main(args)
+ elif args.report_type == 'heats':
+ heats.main(args)
+ elif args.report_type == 'wss':
+ wss.main(args)
+ elif args.report_type == 'nr_regions':
+ nr_regions.main(args)
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/damon/wss.py b/tools/damon/wss.py
new file mode 100644
index 000000000000..b43065176cfd
--- /dev/null
+++ b/tools/damon/wss.py
@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"Print out the distribution of the working set sizes of the given trace"
+
+import argparse
+import struct
+import sys
+import tempfile
+
+import _dist
+import _recfile
+
+def set_argparser(parser):
+ parser.add_argument('--input', '-i', type=str, metavar='<file>',
+ default='damon.data', help='input file name')
+ parser.add_argument('--range', '-r', type=int, nargs=3,
+ metavar=('<start>', '<stop>', '<step>'),
+ help='range of wss percentiles to print')
+ parser.add_argument('--sortby', '-s', choices=['time', 'size'],
+ help='the metric to be used for the sort of the working set sizes')
+ parser.add_argument('--plot', '-p', type=str, metavar='<file>',
+ help='plot the distribution to an image file')
+
+def main(args=None):
+ if not args:
+ parser = argparse.ArgumentParser()
+ set_argparser(parser)
+ args = parser.parse_args()
+
+ percentiles = [0, 25, 50, 75, 100]
+
+ file_path = args.input
+ if args.range:
+ percentiles = range(args.range[0], args.range[1], args.range[2])
+ wss_sort = True
+ if args.sortby == 'time':
+ wss_sort = False
+
+ pid_pattern_map = {}
+ with open(file_path, 'rb') as f:
+ _recfile.set_fmt_version(f)
+ start_time = None
+ while True:
+ timebin = f.read(16)
+ if len(timebin) != 16:
+ break
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ for t in range(nr_tasks):
+ pid = _recfile.pid(f)
+ if not pid in pid_pattern_map:
+ pid_pattern_map[pid] = []
+ pid_pattern_map[pid].append(_dist.access_patterns(f))
+
+ orig_stdout = sys.stdout
+ if args.plot:
+ tmp_path = tempfile.mkstemp()[1]
+ tmp_file = open(tmp_path, 'w')
+ sys.stdout = tmp_file
+
+ print('# <percentile> <wss>')
+ for pid in pid_pattern_map.keys():
+ # Skip first 20 snapshots as regions may not adjusted yet.
+ snapshots = pid_pattern_map[pid][20:]
+ wss_dist = []
+ for snapshot in snapshots:
+ wss = 0
+ for p in snapshot:
+ # Ignore regions not accessed
+ if p[1] <= 0:
+ continue
+ wss += p[0]
+ wss_dist.append(wss)
+ if wss_sort:
+ wss_dist.sort(reverse=False)
+
+ print('# pid\t%s' % pid)
+ print('# avr:\t%d' % (sum(wss_dist) / len(wss_dist)))
+ for percentile in percentiles:
+ thres_idx = int(percentile / 100.0 * len(wss_dist))
+ if thres_idx == len(wss_dist):
+ thres_idx -= 1
+ threshold = wss_dist[thres_idx]
+ print('%d\t%d' % (percentile, wss_dist[thres_idx]))
+
+ if args.plot:
+ sys.stdout = orig_stdout
+ tmp_file.flush()
+ tmp_file.close()
+ xlabel = 'runtime (percent)'
+ if wss_sort:
+ xlabel = 'percentile'
+ _dist.plot_dist(tmp_path, args.plot, xlabel,
+ 'working set size (bytes)')
+
+if __name__ == '__main__':
+ main()
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 13/16] Documentation/admin-guide/mm: Add a document for DAMON
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (11 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 12/16] tools: Add a minimal user-space tool for DAMON SeongJae Park
@ 2020-05-18 10:00 ` SeongJae Park
2020-05-18 10:12 ` [PATCH v12 14/16] mm/damon: Add kunit tests SeongJae Park
` (2 subsequent siblings)
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:00 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds a simple document for DAMON under
`Documentation/admin-guide/mm`.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
Documentation/admin-guide/mm/damon/api.rst | 9 +
.../admin-guide/mm/damon/damon_heatmap.png | Bin 0 -> 8366 bytes
.../admin-guide/mm/damon/damon_wss_change.png | Bin 0 -> 7211 bytes
.../admin-guide/mm/damon/damon_wss_dist.png | Bin 0 -> 6173 bytes
Documentation/admin-guide/mm/damon/faq.rst | 39 +++
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.../mm/damon/freqmine_wss_time.png | Bin 0 -> 6283 bytes
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Documentation/admin-guide/mm/damon/index.rst | 50 +++
.../admin-guide/mm/damon/mechanisms.rst | 111 +++++++
Documentation/admin-guide/mm/damon/plans.rst | 49 +++
Documentation/admin-guide/mm/damon/start.rst | 119 +++++++
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.../mm/damon/streamcluster_wss_time.png | Bin 0 -> 6322 bytes
Documentation/admin-guide/mm/damon/usage.rst | 305 ++++++++++++++++++
Documentation/admin-guide/mm/index.rst | 1 +
Documentation/index.rst | 176 +---------
19 files changed, 887 insertions(+), 168 deletions(-)
create mode 100644 Documentation/admin-guide/mm/damon/api.rst
create mode 100644 Documentation/admin-guide/mm/damon/damon_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/damon_wss_change.png
create mode 100644 Documentation/admin-guide/mm/damon/damon_wss_dist.png
create mode 100644 Documentation/admin-guide/mm/damon/faq.rst
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_wss_sz.png
create mode 100644 Documentation/admin-guide/mm/damon/freqmine_wss_time.png
create mode 100644 Documentation/admin-guide/mm/damon/guide.rst
create mode 100644 Documentation/admin-guide/mm/damon/index.rst
create mode 100644 Documentation/admin-guide/mm/damon/mechanisms.rst
create mode 100644 Documentation/admin-guide/mm/damon/plans.rst
create mode 100644 Documentation/admin-guide/mm/damon/start.rst
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_heatmap.png
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_wss_sz.png
create mode 100644 Documentation/admin-guide/mm/damon/streamcluster_wss_time.png
create mode 100644 Documentation/admin-guide/mm/damon/usage.rst
diff --git a/Documentation/admin-guide/mm/damon/api.rst b/Documentation/admin-guide/mm/damon/api.rst
new file mode 100644
index 000000000000..2249d2116b39
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/api.rst
@@ -0,0 +1,9 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+=============
+API Reference
+=============
+
+.. kernel-doc:: include/linux/damon.h
+
+.. kernel-doc:: mm/damon.c
diff --git a/Documentation/admin-guide/mm/damon/damon_heatmap.png b/Documentation/admin-guide/mm/damon/damon_heatmap.png
new file mode 100644
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diff --git a/Documentation/admin-guide/mm/damon/faq.rst b/Documentation/admin-guide/mm/damon/faq.rst
new file mode 100644
index 000000000000..7ea52d1078a0
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/faq.rst
@@ -0,0 +1,39 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+==========================
+Frequently Asked Questions
+==========================
+
+Why a new module, instead of extending perf or other user space tools?
+======================================================================
+
+First, because it needs to be lightweight as much as possible so that it can be
+used online, any unnecessary overhead such as kernel - user space context
+switching cost should be avoided. Second, DAMON aims to be used by other
+programs including the kernel. Therefore, having a dependency on specific
+tools like perf is not desirable. These are the two biggest reasons why DAMON
+is implemented in the kernel space.
+
+
+Can 'idle pages tracking' or 'perf mem' substitute DAMON?
+=========================================================
+
+Idle page tracking is a low level primitive for access check of each physical
+page frame. 'perf mem' is similar, though it can use sampling to minimize the
+overhead. DAMON is a higher-level framework for access patterns of data objects
+that focused on memory management optimization and providing sophisticated
+features for that including the overhead handling. Therefore, 'idle pages
+tracking' and 'perf mem' could provide a subset of DAMON's output, but cannot
+substitute DAMON. Rather than that, DAMON could use those as it's low-level
+primitives.
+
+
+Does DAMON support virtual memory only?
+========================================
+
+For now, yes. But, DAMON will be able to support various address spaces
+including physical memory in near future. An RFC patchset [1]_ for this
+extension is already available. Please refer :doc:`plans` for detailed plan
+for this.
+
+.. [1] https://lore.kernel.org/linux-mm/20200409094232.29680-1-sjpark@amazon.com/
diff --git a/Documentation/admin-guide/mm/damon/freqmine_heatmap.png b/Documentation/admin-guide/mm/damon/freqmine_heatmap.png
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diff --git a/Documentation/admin-guide/mm/damon/guide.rst b/Documentation/admin-guide/mm/damon/guide.rst
new file mode 100644
index 000000000000..4a840d1b02d4
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/guide.rst
@@ -0,0 +1,196 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+====================
+The Beginner's Guide
+====================
+
+This document is to help you estimating the amount of benefit that you could
+get from DAMON, and to let you know how you could maximize the improvement.
+You are assumed to already read :doc:`start`.
+
+
+Check The Signs
+===============
+
+DAMON cannot provide the same amount of benefit to every workload. Therefore
+you should first guess how much improvements you could get using DAMON. If
+some of the below conditions match your situation, you could consider the use
+of DAMON.
+
+
+- *Low IPC and High Cache Miss Ratios.* Low IPC means most of the CPU time is
+ spent waiting for the completion of time-consuming operations such as memory
+ access, while high cache miss ratios mean the caches don't help it well.
+ DAMON is not for cache level optimization, but DRAM level. However,
+ improving DRAM management will also help this case by reducing the memory
+ operation latency.
+- *Memory Over-commitment and Unknown Users.* If you are doing memory
+ overcommitment and you cannot control every user of your system, a memory
+ bank run could happen at any time. You can estimate when it will happen
+ based on DAMON's monitoring results and act earlier to avoid or deal better
+ with the crisis.
+- *Frequent Memory Pressure.* Frequent memory pressure means the wrong
+ configuration or existence of memory hogs. DAMON will help you find the
+ right configuration and/or the criminals.
+- *Heterogeneous Memory System.* If your system is utilizing memory devices
+ that placed between DRAM and traditional hard disks, such as non-volatile
+ memory or fast SSDs, DAMON could help you utilizing the devices more
+ efficiently.
+
+
+Profile
+=======
+
+If you found some positive signals, you could start by profiling your workloads
+using DAMON. Find major workloads on your systems and analyze their data
+access pattern to find something wrong or can be improved. The DAMON user
+space tool (``damo``) will be enough for this.
+
+We recommend you to start from working set size distribution check using ``damo
+report wss``. If the distribution is ununiform or quite different from what
+you estimated, you could consider `Memory Configuration`_ optimization.
+
+Then, review the overall access pattern in heatmap form using ``damo report
+heats``. If it shows a simple pattern consists of a small number of memory
+regions having high contrast of access temperature, you could consider `Manual
+Program Optimization`_.
+
+You don't need to take only one approach among the above plans, but you could
+use multiple of the above approaches to maximize the benefit. If you still
+want to absorb more benefits, you should develop `Personalized DAMON
+Application`_ for your special case.
+
+
+Optimize
+========
+
+If the profiling result also says it's worth trying some optimization, you
+could consider the below approaches. Note that some of the below approaches
+assume that your systems are configured with swap devices or other types of
+auxiliary memory so that you don't need to accommodate the whole working set in
+the main memory. Most of the detailed optimization should be made on your
+concrete understanding of your swap and/or your auxiliary memory performance.
+
+
+Memory Configuration
+--------------------
+
+DRAM is highly performance critical but expensive and heavily consumes the
+power. However, knowing the real important working set size is hard and thus
+people usually equips unnecessarily large or too small DRAM. So many problems
+come from such wrong configurations.
+
+Using the working set size distribution report provided by ``damo report wss``,
+you can know the real needs and make reasonable tradeoffs. For example,
+roughly speaking, if you worry about only 95 percentile latency, you don't need
+to equip DRAM of a size larger than 95 percentile working set size. If you
+were suffered from frequent memory pressure, you will also easily know how much
+DRAM you should buy.
+
+Let's see a real example. Below are the heatmap and the working set size
+distributions/changes of ``freqmine`` workload in PARSEC3 benchmark suite. The
+working set size spikes up to 700 MiB, but keeps smaller than 100 MiB for more
+than 95% of the time. Even though you give only 100 MiB of memory space to the
+workload, it will work well for 95% of the time. Meanwhile, you can save the
+600 MiB of memory space.
+
+.. list-table::
+
+ * - .. kernel-figure:: freqmine_heatmap.png
+ :alt: the access pattern in heatmap format
+ :align: center
+
+ The access pattern in heatmap format.
+
+ - .. kernel-figure:: freqmine_wss_sz.png
+ :alt: the distribution of working set size
+ :align: center
+
+ The distribution of working set size.
+
+ - .. kernel-figure:: freqmine_wss_time.png
+ :alt: the chronological changes of working set size
+ :align: center
+
+ The chronological changes of working set size.
+
+
+Program Modification
+--------------------
+
+If the data access pattern heatmap plotted using ``damo report heats`` is quite
+simple and clear, you could be able to know how the thing is going in the
+workload, and how you could make optimize memory management.
+
+For example, suppose that the workload has two big memory object but only one
+object is frequently accessed while the other is only occasionally scanned.
+Then, you could modify the program source code to invoke ``mlock()`` or
+``madvise()`` with ``WILLNEED`` system call for the hot object. Or, you could
+use ``madvise()`` with ``MADV_COLD`` or ``MADV_PAGEOUT`` for the cold objects.
+Using both together would be also worth trying.
+
+A previous work [1]_ using the ``mlock()`` achieved up to 2.55x performance
+speedup.
+
+Let's see another realistic example access pattern for this kind of
+optimizations. Below are the visualized access patterns of streamcluster
+workload in PARSEC3 benchmark suite. We can easily see a 100 MiB sized memory
+object is the hot object.
+
+.. list-table::
+
+ * - .. kernel-figure:: streamcluster_heatmap.png
+ :alt: the access pattern in heatmap format
+ :align: center
+
+ The access pattern in heatmap format.
+
+ - .. kernel-figure:: streamcluster_wss_sz.png
+ :alt: the distribution of working set size
+ :align: center
+
+ The distribution of working set size.
+
+ - .. kernel-figure:: streamcluster_wss_time.png
+ :alt: the chronological changes of working set size
+ :align: center
+
+ The chronological changes of working set size.
+
+
+Personalized DAMON Application
+------------------------------
+
+Below approaches will work well for many cases, but would not be able to
+squeeze the last benefit in some special cases because only very simple
+optimizations are available.
+
+If this is the case, it might be the time to forget the comfortable use of the
+user space tool and dive into the debugfs interface (refer to :doc:`usage` for
+the detail) of DAMON. Using the interface, you can control the DAMON more
+flexibly. Therefore, you can write your personalized DAMON application that
+controls the monitoring via the debugfs interface, analyzes the result, and
+apply complex optimizations itself. Using this, you will be able to make more
+creative and wise optimizations.
+
+If you are kernel space programmer, writing kernel space DAMON applications
+using the API (refer to :doc:`api` for more detail) would be also an option.
+
+
+Reference Practices
+===================
+
+Referencing previously done successful practices could help you getting the
+sense for this kind of optimizations. There is an academic paper [1]_
+previously reported the visualized access pattern and `Manual Program
+Optimization`_ results for a number of realistic workloads. You can also get
+the visualized access pattern [4]_, [5]_, [6]_ and `Automated DAMON-based
+Memory Operations`_ results for other realistic workloads that collected with
+latest version of DAMON [2]_, [3]_.
+
+.. [1] https://dl.acm.org/doi/10.1145/3366626.3368125
+.. [2] https://damonitor.github.io/test/result/perf/latest/html/
+.. [3] https://lore.kernel.org/linux-mm/20200512115343.27699-1-sjpark@amazon.com/
+.. [4] https://damonitor.github.io/test/result/visual/latest/heatmap.1.html
+.. [5] https://damonitor.github.io/test/result/visual/latest/wss_sz.html
+.. [6] https://damonitor.github.io/test/result/visual/latest/wss_time.html
diff --git a/Documentation/admin-guide/mm/damon/index.rst b/Documentation/admin-guide/mm/damon/index.rst
new file mode 100644
index 000000000000..7833b607618c
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/index.rst
@@ -0,0 +1,50 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+==========================
+DAMON: Data Access MONitor
+==========================
+
+The memory management is supposed to provide optimal placement of data objects
+under accurate predictions of future data accesses. The predictions should be
+made on fine information about current accesses, but most of those are relying
+on only coarse ones, to keep the instrumentation overhead minimal. As a
+consequence, a number of finer access information based memory management
+optimization works consistently pointed out the predictions are far from
+optimal. That said, most of such optimization works have failed being merged
+into the mainline Linux kernel mainly due to the high overhead of their data
+access pattern instrumentation.
+
+From here, we can list up below three requirements for the data access
+information instrumentation that must be fulfilled to be adopted in a wide
+range of production environments.
+
+- *accuracy*. The instrumented information should be useful for DRAM level
+ memory management. Cache-level accuracy would not highly required, though.
+- *light-weight overhead*. The instrumentation overhead should be low enough
+ to be applied online while making no impact on the performance of the main
+ workloads.
+- *scalability*. Environmental changes such as the size of instrumentation
+ target workloads should not be able to make the instrumentation overhead
+ arbitrarily increase.
+
+DAMON is a data access monitoring framework subsystem for the Linux kernel.
+The core mechanisms of DAMON called 'region based sampling' and adaptive
+regions adjustment' (refer to :doc:`mechanisms` for the detail) make it fulfill
+the requirements. Using this framework, therefore, the kernel's core memory
+management mechanisms including reclamation and THP can be optimized for better
+memory management. The above-mentioned memory management optimization works
+that have not merged into the mainline will be able to have another try. In
+user space, meanwhile, users who have some special workloads will be able to
+write personalized tools or applications for more understanding and specialized
+optimizations of their systems using the DAMON as a framework.
+
+.. toctree::
+ :maxdepth: 2
+
+ start
+ guide
+ usage
+ api
+ faq
+ mechanisms
+ plans
diff --git a/Documentation/admin-guide/mm/damon/mechanisms.rst b/Documentation/admin-guide/mm/damon/mechanisms.rst
new file mode 100644
index 000000000000..f0bc52c698a6
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/mechanisms.rst
@@ -0,0 +1,111 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+==========
+Mechanisms
+==========
+
+This document describes the core mechanisms of DAMON and the five knobs for
+tuning, that is, ``sampling interval``, ``aggregation interval``, ``regions
+update interval``, ``minimum number of regions``, and ``maximum number of
+regions``.
+
+
+Basic Access Check
+==================
+
+The output of DAMON says what pages are how frequently accessed for a given
+duration. The resolution of the access frequency is controlled by setting
+``sampling interval`` and ``aggregation interval``. In detail,
+DAMON checks access to each page per ``sampling interval``, aggregates the
+results. In other words, counts the number of the accesses to each page.
+After each ``aggregation interval`` passes, DAMON signals users to read and
+save the aggregated access frequency if they want and then clears those. For
+the access check of each page, DAMON uses the Accessed bits of PTEs. This can
+be described in below simple pseudo-code::
+
+ while monitoring_on:
+ for page in monitoring_target:
+ if accessed(page):
+ nr_accesses[page] += 1
+ if time() % aggregation_interval == 0:
+ for page in monitoring_target:
+ nr_accesses[page] = 0
+ sleep(sampling interval)
+
+The monitoring overhead of this mechanism will arbitrarily increase as the
+size of the target workload grows.
+
+
+Region Based Sampling
+=====================
+
+To avoid the unbounded increase of the overhead, DAMON groups adjacent pages
+that assumed to have the same access frequencies into a region. As long as the
+assumption (pages in a region have the same access frequencies) is kept, only
+one page in the region is required to be checked. Thus, for each ``sampling
+interval``, DAMON randomly picks one page in each region, waits for one
+``sampling interval``, checks whether the page is accessed meanwhile, and
+increases the access frequency of the region if so. Therefore, the monitoring
+overhead is controllable by setting the number of regions. DAMON allows users
+to set the minimum and the maximum number of regions for the trade-off.
+
+This scheme, however, cannot preserve the quality of the output if the
+assumption is not guaranteed.
+
+
+Adaptive Regions Adjustment
+===========================
+
+At the beginning of the monitoring, DAMON constructs the initial regions by
+evenly splitting the monitoring target memory region into the user-specified
+minimum number of regions. In this initial state, the assumption is normally
+not kept and therefore the quality would be low. To keep the assumption as
+much as possible, DAMON adaptively merges and splits each region based on their
+access frequency.
+
+For each ``aggregation interval``, it compares the access frequencies of
+adjacent regions and merges those if the frequency difference is small. Then,
+after it reports and clears the aggregated access frequency of each region, it
+splits each region into two or three regions if the total number of regions
+will not exceed the user-specified maximum number of regions after the split.
+
+In this way, DAMON provides its best-effort quality and minimal overhead while
+keeping the bounds users set for their trade-off.
+
+
+Handling Virtual Memory Mappings
+================================
+
+This is for monitoring of virtual memory address space only. It is the only
+one address space that supported by DAMON as of now, but other address spaces
+will be supported in the future.
+
+Only small parts in the super-huge virtual address space of the processes are
+mapped to physical memory and accessed. Thus, tracking the unmapped address
+regions is just wasteful. However, because DAMON can deal with some level of
+noise using the adaptive regions adjustment mechanism, tracking every mapping
+is not strictly required but could even incur a high overhead in some cases.
+That said, too huge unmapped areas inside the monitoring target should be
+removed to not take the time for the adaptive mechanism.
+
+For the reason, DAMON converts the complex mappings to three distinct regions
+that cover every mapped area of the address space. Also, the two gaps between
+the three regions are the two biggest unmapped areas in the given address
+space. The two biggest unmapped areas might be the gap between the heap and
+the uppermost mmap()-ed region, and the gap between the lowermost mmap()-ed
+region and the stack will be two biggest unmapped regions. Because these gaps
+are exceptionally huge areas in usual address space, excluding these two
+biggest unmapped regions will be sufficient to make a trade-off. Below shows
+this in detail::
+
+ <heap>
+ <BIG UNMAPPED REGION 1>
+ <uppermost mmap()-ed region>
+ (small mmap()-ed regions and munmap()-ed regions)
+ <lowermost mmap()-ed region>
+ <BIG UNMAPPED REGION 2>
+ <stack>
+
+To further minimize dynamic mapping changes applying overhead, DAMON checks the
+dynamic memory mapping changes and applies it to the abstracted target area
+only for each of a user-specified time interval (``regions update interval``).
diff --git a/Documentation/admin-guide/mm/damon/plans.rst b/Documentation/admin-guide/mm/damon/plans.rst
new file mode 100644
index 000000000000..96251752b3f0
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/plans.rst
@@ -0,0 +1,49 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+============
+Future Plans
+============
+
+DAMON is still on its first stage. Below plans are still under development.
+
+
+Automate Data Access Monitoring-based Memory Operation Schemes Execution
+========================================================================
+
+The ultimate goal of DAMON is being used as a building block of the data access
+pattern aware kernel memory management subsystem optimization. However, as
+always, some users having very special workloads will want to do their
+optimization. DAMON will automate most of the tasks for such manual
+optimizations soon. Users will be required to only describe what kind of data
+access pattern-based operation schemes they want in a simple form.
+
+By applying a very simple scheme for THP promotion/demotion with a prototype
+implementation, DAMON reduced 60% of THP memory footprint overhead while
+preserving 50% of the THP performance benefit. The detailed results can be
+seen on an external web page [1]_.
+
+Several RFC patchsets for this plan are available [2]_.
+
+
+Support Various Address Spaces
+==============================
+
+Currently, DAMON supports only virtual memory address spaces because it
+utilizes PTE Accessed bits as its low-level access check primitive and ``struct
+vma`` as a way to address the monitoring target regions. However, the core
+idea of DAMON is in a separate higher layer. Therefore, DAMON can support
+other various address spaces by changing the two low primitives to others for
+the address spaces.
+
+In the future, DAMON will make the lower level primitives configurable so that
+it can support various address spaces including physical memory. The
+configuration will be highly flexible so that users can even implement the
+primitives by themselves for their special use cases. Monitoring of
+clean/dirty/entire page cache, NUMA nodes, specific files, or block devices
+would be examples of such use cases.
+
+An RFC patchset for this plan is available [3]_.
+
+.. [1] https://damonitor.github.io/test/result/perf/latest/html/
+.. [2] https://lore.kernel.org/linux-mm/20200429124540.32232-1-sjpark@amazon.com/
+.. [3] https://lore.kernel.org/linux-mm/20200409094232.29680-1-sjpark@amazon.com/
diff --git a/Documentation/admin-guide/mm/damon/start.rst b/Documentation/admin-guide/mm/damon/start.rst
new file mode 100644
index 000000000000..0f1a366ac245
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/start.rst
@@ -0,0 +1,119 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+===============
+Getting Started
+===============
+
+This document briefly describes how you can use DAMON by demonstrating the user
+space tool. Please note that this document describes only a part of the
+features for brevity. Please refer to :doc:`usage` for more details.
+
+
+TL; DR
+======
+
+Simply follow below 5 commands. Don't forget replacing ``<your workload>``
+with your *real* workload, though. ::
+
+ $ git clone https://github.com/sjp38/linux -b damon/master
+ /* build the kernel with CONFIG_DAMON=y, install, reboot */
+ $ cd linux/tools/damon
+ $ ./damo record $(pidof <your workload>)
+ $ ./damo report heats --heatmap access_pattern.pdf
+ $ ./damo report wss --range 0 101 1 --plot wss_dist.pdf
+
+
+Prerequisites
+=============
+
+Kernel
+------
+
+You should first ensure your system is running on a kernel built with
+``CONFIG_DAMON``. If the value is set as ``m``, you should load the module
+first::
+
+ # modprobe damon
+
+
+User Space Tool
+---------------
+
+For the demonstration, we will use a user space tool for the convenient use of
+DAMON, called DAMON Operator (DAMO). It is located at ``tools/damon/damo`` of
+the kernel source tree. We assume that you set ``$PATH`` to point it. The
+``$PATH`` setting is not mandatory but we make the assumption here for the
+brevity of the below examples.
+
+Because DAMO is using the debugfs interface (refer to :doc:`usage` for the
+detail) of DAMON, you should also ensure debugfs is mounted. Mount it manually
+as below::
+
+ # mount -t debugfs none /sys/kernel/debug/
+
+or append below line to your ``/etc/fstab`` file so that your system can
+automatically mount debugfs from next booting::
+
+ debugfs /sys/kernel/debug debugfs defaults 0 0
+
+
+Recording Data Access Patterns
+==============================
+
+Below commands record memory access pattern of a program, ``masim``, and save
+it in a file, ``damon.data``. The program will access two 100 MiB memory
+regions one by one. ::
+
+ $ git clone https://github.com/sjp38/masim
+ $ cd masim; make; ./masim ./configs/zigzag.cfg &
+ $ sudo damo record -o damon.data $(pidof masim)
+
+The first two lines of commands start the monitoring target process in the
+background. You can substitute this with your real workload. The last line
+asks ``damo record`` to record the access pattern.
+
+
+Visualizing Recorded Patterns
+=============================
+
+Below three commands visualize the recorded access patterns into three
+image files, ``access_pattern_heatmap.png``, ``wss_dist.png``, and
+``wss_chron_change.png``. ::
+
+ $ damo report heats --heatmap -i damon.data 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
+
+- ``access_pattern_heatmap.png`` will show the data access pattern in a
+ heatmap, which shows when (x-axis) what memory region (y-axis) is how
+ frequently accessed (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.
+
+Below are the three images. You can show those made with other realistic
+workloads at external web pages [1]_ [2]_ [3]_.
+
+.. list-table::
+
+ * - .. kernel-figure:: damon_heatmap.png
+ :alt: the access pattern in heatmap format
+ :align: center
+
+ The access pattern in heatmap format.
+
+ - .. kernel-figure:: damon_wss_dist.png
+ :alt: the distribution of working set size
+ :align: center
+
+ The distribution of working set size.
+
+ - .. kernel-figure:: damon_wss_change.png
+ :alt: the chronological changes of working set size
+ :align: center
+
+ The chronological changes of working set size.
+
+.. [1] https://damonitor.github.io/test/result/visual/latest/heatmap.1.html
+.. [2] https://damonitor.github.io/test/result/visual/latest/wss_sz.html
+.. [3] https://damonitor.github.io/test/result/visual/latest/wss_time.html
diff --git a/Documentation/admin-guide/mm/damon/streamcluster_heatmap.png b/Documentation/admin-guide/mm/damon/streamcluster_heatmap.png
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diff --git a/Documentation/admin-guide/mm/damon/usage.rst b/Documentation/admin-guide/mm/damon/usage.rst
new file mode 100644
index 000000000000..1aa4f66e4320
--- /dev/null
+++ b/Documentation/admin-guide/mm/damon/usage.rst
@@ -0,0 +1,305 @@
+.. SPDX-License-Identifier: GPL-2.0
+
+===============
+Detailed Usages
+===============
+
+DAMON provides below three interfaces for various use cases.
+
+- *DAMON user space tool.*
+ This is for privileged people such as system administrators who want a
+ just-working human-friendly interface. This interface is a reference
+ implementation of the DAMON debugfs wrapper user space tool. Using this
+ tool, you can easily use the DAMON’s major features in a human-friendly way,
+ though it may not be highly tuned for your specific use-cases.
+- *debugfs interface.*
+ This is for user space programmers who want optimized use of DAMON. Using
+ this interface, you can use DAMON’s major features by reading from and
+ writing to specific debugfs files. Of course, you can write and use your
+ personalized DAMON debugfs wrapper user space tool that reads/writes the
+ debugfs files instead of you and provides a more human-friendly interface.
+- *Kernel Space Programming Interface.*
+ This is for kernel space programmers. Using this, you can utilize every
+ feature of DAMON most flexibly and efficiently by writing kernel space
+ DAMON application programs for you.
+
+We recommend you to start with the DAMON user space tool and move to debugfs
+interface only if the real requirement is found, and prohibit the use of the
+kernel space programming interface unless you need it, for the following
+reasons. First of all, there will be no big difference between the overheads
+of these three interfaces, unless the use case is so special. Also, all these
+three interfaces support all major features of DAMON.
+
+This document, therefore, does not describe the kernel space programming
+interface in detail. For the programming interface, please refer to :doc:`api`
+or ``include/linux/damon.h`` file in the kernel source tree.
+
+
+
+User Space Tool for DAMON
+=========================
+
+A reference implementation of the DAMON user space tool which provides a
+convenient user interface is located at ``tools/damon/damo`` in the kernel
+source tree. Please note that this is initially aimed to be used for minimal
+reference of the DAMON's debugfs interfaces and for tests of the DAMON itself.
+Based on the debugfs interface, you can create another cool and more convenient
+user space tools.
+
+The interface of the tool is basically subcommand based. You can almost always
+use ``-h`` option to get the help of the use of each subcommand. Currently, it
+supports two subcommands, ``record`` and ``report``.
+
+Below example commands assume you set ``$PATH`` to points ``tools/damon/`` for
+brevity. It is not mandatory for use of ``damo``, though.
+
+
+Recording Data Access Pattern
+-----------------------------
+
+The ``record`` subcommand records the data access pattern of target processes
+in a file (``./damon.data`` by default). You can specify the target as either
+pid of running target or a command for execution of the process. Below example
+shows a command target usage::
+
+ # cd <kernel>/tools/damon/
+ # damo record "sleep 5"
+
+The tool will execute ``sleep 5`` by itself and record the data access patterns
+of the process. Below example shows a pid target usage::
+
+ # sleep 5 &
+ # damo record `pidof sleep`
+
+You can tune this by setting the monitoring attributes and path to the record
+file using optional arguments to the subcommand. To know about the monitoring
+attributes in detail, please refer to :doc:`mechanisms`.
+
+
+Analyzing Data Access Pattern
+-----------------------------
+
+The ``report`` subcommand reads a data access pattern record file (if not
+explicitly specified, reads ``./damon.data`` file by default) and generates
+human-readable reports of various types. You can specify what type of report
+you want using a sub-subcommand to ``report`` subcommand. ``raw``, ``heats``,
+and ``wss`` report types are supported for now.
+
+
+raw
+~~~
+
+``raw`` sub-subcommand simply transforms the binary record into human-readable
+text. For example::
+
+ $ damo report raw
+ start_time: 193485829398
+ rel time: 0
+ nr_tasks: 1
+ pid: 1348
+ nr_regions: 4
+ 560189609000-56018abce000( 22827008): 0
+ 7fbdff59a000-7fbdffaf1a00( 5601792): 0
+ 7fbdffaf1a00-7fbdffbb5000( 800256): 1
+ 7ffea0dc0000-7ffea0dfd000( 249856): 0
+
+ rel time: 100000731
+ nr_tasks: 1
+ pid: 1348
+ nr_regions: 6
+ 560189609000-56018abce000( 22827008): 0
+ 7fbdff59a000-7fbdff8ce933( 3361075): 0
+ 7fbdff8ce933-7fbdffaf1a00( 2240717): 1
+ 7fbdffaf1a00-7fbdffb66d99( 480153): 0
+ 7fbdffb66d99-7fbdffbb5000( 320103): 1
+ 7ffea0dc0000-7ffea0dfd000( 249856): 0
+
+The first line shows the recording started timestamp (nanosecond). Records of
+data access patterns are following this. Each record is separated by a blank
+line. Each record first specifies the recorded time (``rel time``), the number
+of monitored tasks in this record (``nr_tasks``). A numbers of records of data
+access patterns for each task follow. Each data access pattern for each task
+shows it's pid (``pid``) and a number of monitored virtual address regions in
+this access pattern (``nr_regions``) first. After that, each line shows the
+start/end address, size, and the number of monitored accesses to the region for
+each of the regions.
+
+
+heats
+~~~~~
+
+The ``raw`` output is very detailed but hard to manually read and analyze.
+``heats`` sub-subcommand plots the data in 3-dimensional form, which represents
+the time in x-axis, virtual address in y-axis, and the access frequency in
+z-axis. Users can set the resolution of the map (``--tres`` and ``--ares``)
+and start/end point of each axis (``--tmin``, ``--tmax``, ``--amin``, and
+``--amax``) via optional arguments. For example::
+
+ $ damo report heats --tres 3 --ares 3
+ 0 0 0.0
+ 0 7609002 0.0
+ 0 15218004 0.0
+ 66112620851 0 0.0
+ 66112620851 7609002 0.0
+ 66112620851 15218004 0.0
+ 132225241702 0 0.0
+ 132225241702 7609002 0.0
+ 132225241702 15218004 0.0
+
+This command shows a recorded access pattern in heatmap of 3x3 resolution.
+Therefore it shows 9 data points in total. Each line shows each of the data
+points. The three numbers in each line represent time in nanosecond, virtual
+address in bytes, and the observed access frequency.
+
+Users can easily convert this text output into a heatmap image (represent z-axis
+values with colors) or other 3D representations using various tools such as
+'gnuplot'. ``heats`` sub-subcommand also provides 'gnuplot' based heatmap
+image creation. For this, you can use ``--heatmap`` option. Also, note that
+because it uses 'gnuplot' internally, it will fail if 'gnuplot' is not
+installed on your system. For example::
+
+ $ ./damo report heats --heatmap heatmap.png
+
+Creates ``heatmap.png`` file containing the heatmap image. It supports
+``pdf``, ``png``, ``jpeg``, and ``svg``.
+
+If the target address space is virtual memory address space and you plot the
+entire address space, the huge unmapped regions will make the picture looks
+only black. Therefore you should do proper zoom in / zoom out using the axis
+boundary-setting optional arguments. To make this effort minimal, you can use
+``--guide`` option. For example::
+
+ $ ./damo report heats --guide
+ pid:1348
+ time: 193485829398-198337863555 (4852034157)
+ region 0: 00000094564599762944-00000094564622589952 (22827008)
+ region 1: 00000140454009610240-00000140454016012288 (6402048)
+ region 2: 00000140731597193216-00000140731597443072 (249856)
+
+The output shows unions of monitored regions (start and end addresses in byte)
+and union of monitored time duration (start and end time in nanoseconds) of
+each target task. Therefore, it would be wise to plot the data points in each
+union. If no axis boundary option is given, it will automatically find the
+biggest union in ``--guide`` output and plot for it.
+
+
+wss
+~~~
+
+The ``wss`` type extracts the distribution and chronological working set size
+changes from the records. For example::
+
+ $ ./damo report wss
+ # <percentile> <wss>
+ # pid 1348
+ # avr: 66228
+ 0 0
+ 25 0
+ 50 0
+ 75 0
+ 100 1920615
+
+Without any option, it shows the distribution of the working set sizes as
+above. It shows 0th, 25th, 50th, 75th, and 100th percentile and the average of
+the measured working set sizes in the access pattern records. In this case,
+the working set size was zero for 75th percentile but 1,920,615 bytes in max
+and 66,228 bytes on average.
+
+By setting the sort key of the percentile using '--sortby', you can show how
+the working set size has chronologically changed. For example::
+
+ $ ./damo report wss --sortby time
+ # <percentile> <wss>
+ # pid 1348
+ # avr: 66228
+ 0 0
+ 25 0
+ 50 0
+ 75 0
+ 100 0
+
+The average is still 66,228. And, because the access was spiked in very short
+duration but we use only 4 data points, we cannot show when the access spikes
+made. Users can specify the resolution of the distribution (``--range``). By
+giving more fine resolution, users will be able to see the short duration
+spikes.
+
+Similar to that of ``heats --heatmap``, it also supports 'gnuplot' based simple
+visualization of the distribution via ``--plot`` option.
+
+
+debugfs Interface
+=================
+
+DAMON exports four files, ``attrs``, ``pids``, ``record``, and ``monitor_on``
+under its debugfs directory, ``<debugfs>/damon/``.
+
+
+Attributes
+----------
+
+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 :doc:`mechanisms`. For example, below
+commands set those values to 5 ms, 100 ms, 1,000 ms, 10 and 1000, and then
+check it again::
+
+ # cd <debugfs>/damon
+ # echo 5000 100000 1000000 10 1000 > attrs
+ # cat attrs
+ 5000 100000 1000000 10 1000
+
+
+Target PIDs
+-----------
+
+Users can get and set the pids of monitoring target processes by reading from
+and writing to the ``pids`` file. For example, below commands set processes
+having pids 42 and 4242 as the processes to be monitored and check it again::
+
+ # cd <debugfs>/damon
+ # echo 42 4242 > pids
+ # cat pids
+ 42 4242
+
+Note that setting the pids doesn't start the monitoring.
+
+
+Record
+------
+
+This debugfs file allows you to record monitored access patterns in a regular
+binary file. The recorded results are first written to an in-memory buffer and
+flushed to a file in batch. Users can get and set the size of the buffer and
+the path to the result file by reading from and writing to the ``record`` file.
+For example, below commands set the buffer to be 4 KiB and the result to be
+saved in ``/damon.data``. ::
+
+ # cd <debugfs>/damon
+ # echo "4096 /damon.data" > record
+ # cat record
+ 4096 /damon.data
+
+
+Turning On/Off
+--------------
+
+Setting the attributes 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 make DAMON start monitoring of the target
+processes with the attributes. Recording will also start if requested before.
+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::
+
+ # cd <debugfs>/damon
+ # echo on > monitor_on
+ # echo off > monitor_on
+ # cat monitor_on
+ off
+
+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.
diff --git a/Documentation/admin-guide/mm/index.rst b/Documentation/admin-guide/mm/index.rst
index 11db46448354..d3d0ba373eb6 100644
--- a/Documentation/admin-guide/mm/index.rst
+++ b/Documentation/admin-guide/mm/index.rst
@@ -27,6 +27,7 @@ the Linux memory management.
concepts
cma_debugfs
+ data_access_monitor
hugetlbpage
idle_page_tracking
ksm
diff --git a/Documentation/index.rst b/Documentation/index.rst
index e99d0bd2589d..92e70f544634 100644
--- a/Documentation/index.rst
+++ b/Documentation/index.rst
@@ -6,15 +6,10 @@
.. _linux_doc:
-The Linux Kernel documentation
-==============================
+The DAMON documentation
+=======================
-This is the top level of the kernel's documentation tree. Kernel
-documentation, like the kernel itself, is very much a work in progress;
-that is especially true as we work to integrate our many scattered
-documents into a coherent whole. Please note that improvements to the
-documentation are welcome; join the linux-doc list at vger.kernel.org if
-you want to help out.
+This is the Linux kernel's documentation modified for DAMON only.
Licensing documentation
-----------------------
@@ -25,168 +20,13 @@ tree, as well as links to the full license text.
* :ref:`kernel_licensing`
-User-oriented documentation
----------------------------
+DAMON: Data Access Monitor
+--------------------------
-The following manuals are written for *users* of the kernel — those who are
+The following manual is for *users* of DAMON — those who are
trying to get it to work optimally on a given system.
.. toctree::
- :maxdepth: 2
+ :maxdepth: 3
- admin-guide/index
- kbuild/index
-
-Firmware-related documentation
-------------------------------
-The following holds information on the kernel's expectations regarding the
-platform firmwares.
-
-.. toctree::
- :maxdepth: 2
-
- firmware-guide/index
-
-Application-developer documentation
------------------------------------
-
-The user-space API manual gathers together documents describing aspects of
-the kernel interface as seen by application developers.
-
-.. toctree::
- :maxdepth: 2
-
- userspace-api/index
-
-
-Introduction to kernel development
-----------------------------------
-
-These manuals contain overall information about how to develop the kernel.
-The kernel community is quite large, with thousands of developers
-contributing over the course of a year. As with any large community,
-knowing how things are done will make the process of getting your changes
-merged much easier.
-
-.. toctree::
- :maxdepth: 2
-
- process/index
- dev-tools/index
- doc-guide/index
- kernel-hacking/index
- trace/index
- maintainer/index
- fault-injection/index
- livepatch/index
-
-
-Kernel API documentation
-------------------------
-
-These books get into the details of how specific kernel subsystems work
-from the point of view of a kernel developer. Much of the information here
-is taken directly from the kernel source, with supplemental material added
-as needed (or at least as we managed to add it — probably *not* all that is
-needed).
-
-.. toctree::
- :maxdepth: 2
-
- driver-api/index
- core-api/index
- locking/index
- accounting/index
- block/index
- cdrom/index
- ide/index
- fb/index
- fpga/index
- hid/index
- i2c/index
- iio/index
- isdn/index
- infiniband/index
- leds/index
- media/index
- netlabel/index
- networking/index
- pcmcia/index
- power/index
- target/index
- timers/index
- spi/index
- w1/index
- watchdog/index
- virt/index
- input/index
- hwmon/index
- gpu/index
- security/index
- sound/index
- crypto/index
- filesystems/index
- vm/index
- bpf/index
- usb/index
- PCI/index
- misc-devices/index
- mic/index
- scheduler/index
-
-Architecture-agnostic documentation
------------------------------------
-
-.. toctree::
- :maxdepth: 2
-
- asm-annotations
-
-Architecture-specific documentation
------------------------------------
-
-These books provide programming details about architecture-specific
-implementation.
-
-.. toctree::
- :maxdepth: 2
-
- arm/index
- arm64/index
- ia64/index
- m68k/index
- mips/index
- nios2/nios2
- openrisc/index
- parisc/index
- powerpc/index
- riscv/index
- s390/index
- sh/index
- sparc/index
- x86/index
- xtensa/index
-
-Filesystem Documentation
-------------------------
-
-The documentation in this section are provided by specific filesystem
-subprojects.
-
-.. toctree::
- :maxdepth: 2
-
- filesystems/ext4/index
-
-Translations
-------------
-
-.. toctree::
- :maxdepth: 2
-
- translations/index
-
-Indices and tables
-==================
-
-* :ref:`genindex`
+ admin-guide/mm/damon/index
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 14/16] mm/damon: Add kunit tests
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (12 preceding siblings ...)
2020-05-18 10:00 ` [PATCH v12 13/16] Documentation/admin-guide/mm: Add a document " SeongJae Park
@ 2020-05-18 10:12 ` SeongJae Park
2020-05-18 10:13 ` [PATCH v12 15/16] mm/damon: Add user space selftests SeongJae Park
2020-05-18 10:13 ` [PATCH v12 16/16] MAINTAINERS: Update for DAMON SeongJae Park
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:12 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds kunit based unit tests for DAMON.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
Reviewed-by: Brendan Higgins <brendanhiggins@google.com>
---
mm/Kconfig | 11 +
mm/damon-test.h | 622 ++++++++++++++++++++++++++++++++++++++++++++++++
mm/damon.c | 6 +
3 files changed, 639 insertions(+)
create mode 100644 mm/damon-test.h
diff --git a/mm/Kconfig b/mm/Kconfig
index 9ea49633a6df..81ace52f1c23 100644
--- a/mm/Kconfig
+++ b/mm/Kconfig
@@ -751,4 +751,15 @@ config DAMON
and 2) sufficiently light-weight so that it can be applied online.
If unsure, say N.
+config DAMON_KUNIT_TEST
+ bool "Test for damon"
+ depends on DAMON=y && KUNIT
+ help
+ This builds the DAMON Kunit test suite.
+
+ For more information on KUnit and unit tests in general, please refer
+ to the KUnit documentation.
+
+ If unsure, say N.
+
endmenu
diff --git a/mm/damon-test.h b/mm/damon-test.h
new file mode 100644
index 000000000000..cf715529ff64
--- /dev/null
+++ b/mm/damon-test.h
@@ -0,0 +1,622 @@
+/* SPDX-License-Identifier: GPL-2.0 */
+/*
+ * Data Access Monitor Unit Tests
+ *
+ * Copyright 2019 Amazon.com, Inc. or its affiliates. All rights reserved.
+ *
+ * Author: SeongJae Park <sjpark@amazon.de>
+ */
+
+#ifdef CONFIG_DAMON_KUNIT_TEST
+
+#ifndef _DAMON_TEST_H
+#define _DAMON_TEST_H
+
+#include <kunit/test.h>
+
+static void damon_test_str_to_pids(struct kunit *test)
+{
+ char *question;
+ int *answers;
+ int expected[] = {12, 35, 46};
+ ssize_t nr_integers = 0, i;
+
+ question = "123";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)1, nr_integers);
+ KUNIT_EXPECT_EQ(test, 123, answers[0]);
+ kfree(answers);
+
+ question = "123abc";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)1, nr_integers);
+ KUNIT_EXPECT_EQ(test, 123, answers[0]);
+ kfree(answers);
+
+ question = "a123";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)0, nr_integers);
+ KUNIT_EXPECT_PTR_EQ(test, answers, (int *)NULL);
+
+ question = "12 35";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)2, nr_integers);
+ for (i = 0; i < nr_integers; i++)
+ KUNIT_EXPECT_EQ(test, expected[i], answers[i]);
+ kfree(answers);
+
+ question = "12 35 46";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)3, nr_integers);
+ for (i = 0; i < nr_integers; i++)
+ KUNIT_EXPECT_EQ(test, expected[i], answers[i]);
+ kfree(answers);
+
+ question = "12 35 abc 46";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)2, nr_integers);
+ for (i = 0; i < 2; i++)
+ KUNIT_EXPECT_EQ(test, expected[i], answers[i]);
+ kfree(answers);
+
+ question = "";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)0, nr_integers);
+ KUNIT_EXPECT_PTR_EQ(test, (int *)NULL, answers);
+ kfree(answers);
+
+ question = "\n";
+ answers = str_to_pids(question, strnlen(question, 128), &nr_integers);
+ KUNIT_EXPECT_EQ(test, (ssize_t)0, nr_integers);
+ KUNIT_EXPECT_PTR_EQ(test, (int *)NULL, answers);
+ kfree(answers);
+}
+
+static void damon_test_regions(struct kunit *test)
+{
+ struct damon_region *r;
+ struct damon_task *t;
+
+ r = damon_new_region(&damon_user_ctx, 1, 2);
+ KUNIT_EXPECT_EQ(test, 1ul, r->vm_start);
+ KUNIT_EXPECT_EQ(test, 2ul, r->vm_end);
+ KUNIT_EXPECT_EQ(test, 0u, r->nr_accesses);
+
+ t = damon_new_task(42);
+ KUNIT_EXPECT_EQ(test, 0u, nr_damon_regions(t));
+
+ damon_add_region(r, t);
+ KUNIT_EXPECT_EQ(test, 1u, nr_damon_regions(t));
+
+ damon_del_region(r);
+ KUNIT_EXPECT_EQ(test, 0u, nr_damon_regions(t));
+
+ damon_free_task(t);
+}
+
+static void damon_test_tasks(struct kunit *test)
+{
+ struct damon_ctx *c = &damon_user_ctx;
+ struct damon_task *t;
+
+ t = damon_new_task(42);
+ KUNIT_EXPECT_EQ(test, 42, t->pid);
+ KUNIT_EXPECT_EQ(test, 0u, nr_damon_tasks(c));
+
+ damon_add_task(&damon_user_ctx, t);
+ KUNIT_EXPECT_EQ(test, 1u, nr_damon_tasks(c));
+
+ damon_destroy_task(t);
+ KUNIT_EXPECT_EQ(test, 0u, nr_damon_tasks(c));
+}
+
+static void damon_test_set_pids(struct kunit *test)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ int pids[] = {1, 2, 3};
+ char buf[64];
+
+ damon_set_pids(ctx, pids, 3);
+ damon_sprint_pids(ctx, buf, 64);
+ KUNIT_EXPECT_STREQ(test, (char *)buf, "1 2 3\n");
+
+ damon_set_pids(ctx, NULL, 0);
+ damon_sprint_pids(ctx, buf, 64);
+ KUNIT_EXPECT_STREQ(test, (char *)buf, "\n");
+
+ damon_set_pids(ctx, (int []){1, 2}, 2);
+ damon_sprint_pids(ctx, buf, 64);
+ KUNIT_EXPECT_STREQ(test, (char *)buf, "1 2\n");
+
+ damon_set_pids(ctx, (int []){2}, 1);
+ damon_sprint_pids(ctx, buf, 64);
+ KUNIT_EXPECT_STREQ(test, (char *)buf, "2\n");
+
+ damon_set_pids(ctx, NULL, 0);
+ damon_sprint_pids(ctx, buf, 64);
+ KUNIT_EXPECT_STREQ(test, (char *)buf, "\n");
+}
+
+/*
+ * Test damon_three_regions_in_vmas() function
+ *
+ * DAMON converts the complex and dynamic memory mappings of each target task
+ * to three discontiguous regions which cover every mapped areas. However, the
+ * three regions should not include the two biggest unmapped areas in the
+ * original mapping, because the two biggest areas are normally the areas
+ * between 1) heap and the mmap()-ed regions, and 2) the mmap()-ed regions and
+ * stack. Because these two unmapped areas are very huge but obviously never
+ * accessed, covering the region is just a waste.
+ *
+ * 'damon_three_regions_in_vmas() receives an address space of a process. It
+ * first identifies the start of mappings, end of mappings, and the two biggest
+ * unmapped areas. After that, based on the information, it constructs the
+ * three regions and returns. For more detail, refer to the comment of
+ * 'damon_init_regions_of()' function definition in 'mm/damon.c' file.
+ *
+ * For example, suppose virtual address ranges of 10-20, 20-25, 200-210,
+ * 210-220, 300-305, and 307-330 (Other comments represent this mappings in
+ * more short form: 10-20-25, 200-210-220, 300-305, 307-330) of a process are
+ * mapped. To cover every mappings, the three regions should start with 10,
+ * and end with 305. The process also has three unmapped areas, 25-200,
+ * 220-300, and 305-307. Among those, 25-200 and 220-300 are the biggest two
+ * unmapped areas, and thus it should be converted to three regions of 10-25,
+ * 200-220, and 300-330.
+ */
+static void damon_test_three_regions_in_vmas(struct kunit *test)
+{
+ struct region regions[3] = {0,};
+ /* 10-20-25, 200-210-220, 300-305, 307-330 */
+ struct vm_area_struct vmas[] = {
+ (struct vm_area_struct) {.vm_start = 10, .vm_end = 20},
+ (struct vm_area_struct) {.vm_start = 20, .vm_end = 25},
+ (struct vm_area_struct) {.vm_start = 200, .vm_end = 210},
+ (struct vm_area_struct) {.vm_start = 210, .vm_end = 220},
+ (struct vm_area_struct) {.vm_start = 300, .vm_end = 305},
+ (struct vm_area_struct) {.vm_start = 307, .vm_end = 330},
+ };
+ vmas[0].vm_next = &vmas[1];
+ vmas[1].vm_next = &vmas[2];
+ vmas[2].vm_next = &vmas[3];
+ vmas[3].vm_next = &vmas[4];
+ vmas[4].vm_next = &vmas[5];
+ vmas[5].vm_next = NULL;
+
+ damon_three_regions_in_vmas(&vmas[0], regions);
+
+ KUNIT_EXPECT_EQ(test, 10ul, regions[0].start);
+ KUNIT_EXPECT_EQ(test, 25ul, regions[0].end);
+ KUNIT_EXPECT_EQ(test, 200ul, regions[1].start);
+ KUNIT_EXPECT_EQ(test, 220ul, regions[1].end);
+ KUNIT_EXPECT_EQ(test, 300ul, regions[2].start);
+ KUNIT_EXPECT_EQ(test, 330ul, regions[2].end);
+}
+
+/* Clean up global state of damon */
+static void damon_cleanup_global_state(void)
+{
+ struct damon_task *t, *next;
+
+ damon_for_each_task_safe(t, next, &damon_user_ctx)
+ damon_destroy_task(t);
+
+ damon_user_ctx.rbuf_offset = 0;
+}
+
+/*
+ * Test kdamond_reset_aggregated()
+ *
+ * DAMON checks access to each region and aggregates this information as the
+ * access frequency of each region. In detail, it increases '->nr_accesses' of
+ * regions that an access has confirmed. 'kdamond_reset_aggregated()' flushes
+ * the aggregated information ('->nr_accesses' of each regions) to the result
+ * buffer. As a result of the flushing, the '->nr_accesses' of regions are
+ * initialized to zero.
+ */
+static void damon_test_aggregate(struct kunit *test)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ int pids[] = {1, 2, 3};
+ unsigned long saddr[][3] = {{10, 20, 30}, {5, 42, 49}, {13, 33, 55} };
+ unsigned long eaddr[][3] = {{15, 27, 40}, {31, 45, 55}, {23, 44, 66} };
+ unsigned long accesses[][3] = {{42, 95, 84}, {10, 20, 30}, {0, 1, 2} };
+ struct damon_task *t;
+ struct damon_region *r;
+ int it, ir;
+ ssize_t sz, sr, sp;
+
+ damon_set_recording(ctx, 256, "damon.data");
+ damon_set_pids(ctx, pids, 3);
+
+ it = 0;
+ damon_for_each_task(t, ctx) {
+ for (ir = 0; ir < 3; ir++) {
+ r = damon_new_region(ctx,
+ saddr[it][ir], eaddr[it][ir]);
+ r->nr_accesses = accesses[it][ir];
+ damon_add_region(r, t);
+ }
+ it++;
+ }
+ kdamond_reset_aggregated(ctx);
+ it = 0;
+ damon_for_each_task(t, ctx) {
+ ir = 0;
+ /* '->nr_accesses' should be zeroed */
+ damon_for_each_region(r, t) {
+ KUNIT_EXPECT_EQ(test, 0u, r->nr_accesses);
+ ir++;
+ }
+ /* regions should be preserved */
+ KUNIT_EXPECT_EQ(test, 3, ir);
+ it++;
+ }
+ /* tasks also should be preserved */
+ KUNIT_EXPECT_EQ(test, 3, it);
+
+ /* The aggregated information should be written in the buffer */
+ sr = sizeof(r->vm_start) + sizeof(r->vm_end) + sizeof(r->nr_accesses);
+ sp = sizeof(t->pid) + sizeof(unsigned int) + 3 * sr;
+ sz = sizeof(struct timespec64) + sizeof(unsigned int) + 3 * sp;
+ KUNIT_EXPECT_EQ(test, (unsigned int)sz, ctx->rbuf_offset);
+
+ damon_set_recording(ctx, 0, "damon.data");
+ damon_cleanup_global_state();
+}
+
+static void damon_test_write_rbuf(struct kunit *test)
+{
+ struct damon_ctx *ctx = &damon_user_ctx;
+ char *data;
+
+ damon_set_recording(&damon_user_ctx, 256, "damon.data");
+
+ data = "hello";
+ damon_write_rbuf(ctx, data, strnlen(data, 256));
+ KUNIT_EXPECT_EQ(test, ctx->rbuf_offset, 5u);
+
+ damon_write_rbuf(ctx, data, 0);
+ KUNIT_EXPECT_EQ(test, ctx->rbuf_offset, 5u);
+
+ KUNIT_EXPECT_STREQ(test, (char *)ctx->rbuf, data);
+ damon_set_recording(&damon_user_ctx, 0, "damon.data");
+}
+
+static struct damon_region *__nth_region_of(struct damon_task *t, int idx)
+{
+ struct damon_region *r;
+ unsigned int i = 0;
+
+ damon_for_each_region(r, t) {
+ if (i++ == idx)
+ return r;
+ }
+
+ return NULL;
+}
+
+/*
+ * Test 'damon_apply_three_regions()'
+ *
+ * test kunit object
+ * regions an array containing start/end addresses of current
+ * monitoring target regions
+ * nr_regions the number of the addresses in 'regions'
+ * three_regions The three regions that need to be applied now
+ * expected start/end addresses of monitoring target regions that
+ * 'three_regions' are applied
+ * nr_expected the number of addresses in 'expected'
+ *
+ * The memory mapping of the target processes changes dynamically. To follow
+ * the change, DAMON periodically reads the mappings, simplifies it to the
+ * three regions, and updates the monitoring target regions to fit in the three
+ * regions. The update of current target regions is the role of
+ * 'damon_apply_three_regions()'.
+ *
+ * This test passes the given target regions and the new three regions that
+ * need to be applied to the function and check whether it updates the regions
+ * as expected.
+ */
+static void damon_do_test_apply_three_regions(struct kunit *test,
+ unsigned long *regions, int nr_regions,
+ struct region *three_regions,
+ unsigned long *expected, int nr_expected)
+{
+ struct damon_task *t;
+ struct damon_region *r;
+ int i;
+
+ t = damon_new_task(42);
+ for (i = 0; i < nr_regions / 2; i++) {
+ r = damon_new_region(&damon_user_ctx,
+ regions[i * 2], regions[i * 2 + 1]);
+ damon_add_region(r, t);
+ }
+ damon_add_task(&damon_user_ctx, t);
+
+ damon_apply_three_regions(&damon_user_ctx, t, three_regions);
+
+ for (i = 0; i < nr_expected / 2; i++) {
+ r = __nth_region_of(t, i);
+ KUNIT_EXPECT_EQ(test, r->vm_start, expected[i * 2]);
+ KUNIT_EXPECT_EQ(test, r->vm_end, expected[i * 2 + 1]);
+ }
+
+ damon_cleanup_global_state();
+}
+
+/*
+ * This function test most common case where the three big regions are only
+ * slightly changed. Target regions should adjust their boundary (10-20-30,
+ * 50-55, 70-80, 90-100) to fit with the new big regions or remove target
+ * regions (57-79) that now out of the three regions.
+ */
+static void damon_test_apply_three_regions1(struct kunit *test)
+{
+ /* 10-20-30, 50-55-57-59, 70-80-90-100 */
+ unsigned long regions[] = {10, 20, 20, 30, 50, 55, 55, 57, 57, 59,
+ 70, 80, 80, 90, 90, 100};
+ /* 5-27, 45-55, 73-104 */
+ struct region new_three_regions[3] = {
+ (struct region){.start = 5, .end = 27},
+ (struct region){.start = 45, .end = 55},
+ (struct region){.start = 73, .end = 104} };
+ /* 5-20-27, 45-55, 73-80-90-104 */
+ unsigned long expected[] = {5, 20, 20, 27, 45, 55,
+ 73, 80, 80, 90, 90, 104};
+
+ damon_do_test_apply_three_regions(test, regions, ARRAY_SIZE(regions),
+ new_three_regions, expected, ARRAY_SIZE(expected));
+}
+
+/*
+ * Test slightly bigger change. Similar to above, but the second big region
+ * now require two target regions (50-55, 57-59) to be removed.
+ */
+static void damon_test_apply_three_regions2(struct kunit *test)
+{
+ /* 10-20-30, 50-55-57-59, 70-80-90-100 */
+ unsigned long regions[] = {10, 20, 20, 30, 50, 55, 55, 57, 57, 59,
+ 70, 80, 80, 90, 90, 100};
+ /* 5-27, 56-57, 65-104 */
+ struct region new_three_regions[3] = {
+ (struct region){.start = 5, .end = 27},
+ (struct region){.start = 56, .end = 57},
+ (struct region){.start = 65, .end = 104} };
+ /* 5-20-27, 56-57, 65-80-90-104 */
+ unsigned long expected[] = {5, 20, 20, 27, 56, 57,
+ 65, 80, 80, 90, 90, 104};
+
+ damon_do_test_apply_three_regions(test, regions, ARRAY_SIZE(regions),
+ new_three_regions, expected, ARRAY_SIZE(expected));
+}
+
+/*
+ * Test a big change. The second big region has totally freed and mapped to
+ * different area (50-59 -> 61-63). The target regions which were in the old
+ * second big region (50-55-57-59) should be removed and new target region
+ * covering the second big region (61-63) should be created.
+ */
+static void damon_test_apply_three_regions3(struct kunit *test)
+{
+ /* 10-20-30, 50-55-57-59, 70-80-90-100 */
+ unsigned long regions[] = {10, 20, 20, 30, 50, 55, 55, 57, 57, 59,
+ 70, 80, 80, 90, 90, 100};
+ /* 5-27, 61-63, 65-104 */
+ struct region new_three_regions[3] = {
+ (struct region){.start = 5, .end = 27},
+ (struct region){.start = 61, .end = 63},
+ (struct region){.start = 65, .end = 104} };
+ /* 5-20-27, 61-63, 65-80-90-104 */
+ unsigned long expected[] = {5, 20, 20, 27, 61, 63,
+ 65, 80, 80, 90, 90, 104};
+
+ damon_do_test_apply_three_regions(test, regions, ARRAY_SIZE(regions),
+ new_three_regions, expected, ARRAY_SIZE(expected));
+}
+
+/*
+ * Test another big change. Both of the second and third big regions (50-59
+ * and 70-100) has totally freed and mapped to different area (30-32 and
+ * 65-68). The target regions which were in the old second and third big
+ * regions should now be removed and new target regions covering the new second
+ * and third big regions should be crated.
+ */
+static void damon_test_apply_three_regions4(struct kunit *test)
+{
+ /* 10-20-30, 50-55-57-59, 70-80-90-100 */
+ unsigned long regions[] = {10, 20, 20, 30, 50, 55, 55, 57, 57, 59,
+ 70, 80, 80, 90, 90, 100};
+ /* 5-7, 30-32, 65-68 */
+ struct region new_three_regions[3] = {
+ (struct region){.start = 5, .end = 7},
+ (struct region){.start = 30, .end = 32},
+ (struct region){.start = 65, .end = 68} };
+ /* expect 5-7, 30-32, 65-68 */
+ unsigned long expected[] = {5, 7, 30, 32, 65, 68};
+
+ damon_do_test_apply_three_regions(test, regions, ARRAY_SIZE(regions),
+ new_three_regions, expected, ARRAY_SIZE(expected));
+}
+
+static void damon_test_split_evenly(struct kunit *test)
+{
+ struct damon_ctx *c = &damon_user_ctx;
+ struct damon_task *t;
+ struct damon_region *r;
+ unsigned long i;
+
+ KUNIT_EXPECT_EQ(test, damon_split_region_evenly(c, NULL, 5), -EINVAL);
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 0, 100);
+ KUNIT_EXPECT_EQ(test, damon_split_region_evenly(c, r, 0), -EINVAL);
+
+ damon_add_region(r, t);
+ KUNIT_EXPECT_EQ(test, damon_split_region_evenly(c, r, 10), 0);
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 10u);
+
+ i = 0;
+ damon_for_each_region(r, t) {
+ KUNIT_EXPECT_EQ(test, r->vm_start, i++ * 10);
+ KUNIT_EXPECT_EQ(test, r->vm_end, i * 10);
+ }
+ damon_free_task(t);
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 5, 59);
+ damon_add_region(r, t);
+ KUNIT_EXPECT_EQ(test, damon_split_region_evenly(c, r, 5), 0);
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 5u);
+
+ i = 0;
+ damon_for_each_region(r, t) {
+ if (i == 4)
+ break;
+ KUNIT_EXPECT_EQ(test, r->vm_start, 5 + 10 * i++);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 5 + 10 * i);
+ }
+ KUNIT_EXPECT_EQ(test, r->vm_start, 5 + 10 * i);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 59ul);
+ damon_free_task(t);
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 5, 6);
+ damon_add_region(r, t);
+ KUNIT_EXPECT_EQ(test, damon_split_region_evenly(c, r, 2), -EINVAL);
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 1u);
+
+ damon_for_each_region(r, t) {
+ KUNIT_EXPECT_EQ(test, r->vm_start, 5ul);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 6ul);
+ }
+ damon_free_task(t);
+}
+
+static void damon_test_split_at(struct kunit *test)
+{
+ struct damon_task *t;
+ struct damon_region *r;
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 0, 100);
+ damon_add_region(r, t);
+ damon_split_region_at(&damon_user_ctx, r, 25);
+ KUNIT_EXPECT_EQ(test, r->vm_start, 0ul);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 25ul);
+
+ r = damon_next_region(r);
+ KUNIT_EXPECT_EQ(test, r->vm_start, 25ul);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 100ul);
+
+ damon_free_task(t);
+}
+
+static void damon_test_merge_two(struct kunit *test)
+{
+ struct damon_task *t;
+ struct damon_region *r, *r2, *r3;
+ int i;
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 0, 100);
+ r->nr_accesses = 10;
+ damon_add_region(r, t);
+ r2 = damon_new_region(&damon_user_ctx, 100, 300);
+ r2->nr_accesses = 20;
+ damon_add_region(r2, t);
+
+ damon_merge_two_regions(r, r2);
+ KUNIT_EXPECT_EQ(test, r->vm_start, 0ul);
+ KUNIT_EXPECT_EQ(test, r->vm_end, 300ul);
+ KUNIT_EXPECT_EQ(test, r->nr_accesses, 16u);
+
+ i = 0;
+ damon_for_each_region(r3, t) {
+ KUNIT_EXPECT_PTR_EQ(test, r, r3);
+ i++;
+ }
+ KUNIT_EXPECT_EQ(test, i, 1);
+
+ damon_free_task(t);
+}
+
+static void damon_test_merge_regions_of(struct kunit *test)
+{
+ struct damon_task *t;
+ struct damon_region *r;
+ unsigned long sa[] = {0, 100, 114, 122, 130, 156, 170, 184};
+ unsigned long ea[] = {100, 112, 122, 130, 156, 170, 184, 230};
+ unsigned int nrs[] = {0, 0, 10, 10, 20, 30, 1, 2};
+
+ unsigned long saddrs[] = {0, 114, 130, 156, 170};
+ unsigned long eaddrs[] = {112, 130, 156, 170, 230};
+ int i;
+
+ t = damon_new_task(42);
+ for (i = 0; i < ARRAY_SIZE(sa); i++) {
+ r = damon_new_region(&damon_user_ctx, sa[i], ea[i]);
+ r->nr_accesses = nrs[i];
+ damon_add_region(r, t);
+ }
+
+ damon_merge_regions_of(t, 9);
+ /* 0-112, 114-130, 130-156, 156-170 */
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 5u);
+ for (i = 0; i < 5; i++) {
+ r = __nth_region_of(t, i);
+ KUNIT_EXPECT_EQ(test, r->vm_start, saddrs[i]);
+ KUNIT_EXPECT_EQ(test, r->vm_end, eaddrs[i]);
+ }
+ damon_free_task(t);
+}
+
+static void damon_test_split_regions_of(struct kunit *test)
+{
+ struct damon_task *t;
+ struct damon_region *r;
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 0, 22);
+ damon_add_region(r, t);
+ damon_split_regions_of(&damon_user_ctx, t, 2);
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 2u);
+ damon_free_task(t);
+
+ t = damon_new_task(42);
+ r = damon_new_region(&damon_user_ctx, 0, 220);
+ damon_add_region(r, t);
+ damon_split_regions_of(&damon_user_ctx, t, 4);
+ KUNIT_EXPECT_EQ(test, nr_damon_regions(t), 4u);
+ damon_free_task(t);
+}
+
+static struct kunit_case damon_test_cases[] = {
+ KUNIT_CASE(damon_test_str_to_pids),
+ KUNIT_CASE(damon_test_tasks),
+ KUNIT_CASE(damon_test_regions),
+ KUNIT_CASE(damon_test_set_pids),
+ KUNIT_CASE(damon_test_three_regions_in_vmas),
+ KUNIT_CASE(damon_test_aggregate),
+ KUNIT_CASE(damon_test_write_rbuf),
+ KUNIT_CASE(damon_test_apply_three_regions1),
+ KUNIT_CASE(damon_test_apply_three_regions2),
+ KUNIT_CASE(damon_test_apply_three_regions3),
+ KUNIT_CASE(damon_test_apply_three_regions4),
+ KUNIT_CASE(damon_test_split_evenly),
+ KUNIT_CASE(damon_test_split_at),
+ KUNIT_CASE(damon_test_merge_two),
+ KUNIT_CASE(damon_test_merge_regions_of),
+ KUNIT_CASE(damon_test_split_regions_of),
+ {},
+};
+
+static struct kunit_suite damon_test_suite = {
+ .name = "damon",
+ .test_cases = damon_test_cases,
+};
+kunit_test_suite(damon_test_suite);
+
+#endif /* _DAMON_TEST_H */
+
+#endif /* CONFIG_DAMON_KUNIT_TEST */
diff --git a/mm/damon.c b/mm/damon.c
index 6fd55aec5275..fa8be37a8bbd 100644
--- a/mm/damon.c
+++ b/mm/damon.c
@@ -25,7 +25,11 @@
#include <trace/events/damon.h>
/* Minimal region size. Every damon_region is aligned by this. */
+#ifndef CONFIG_DAMON_KUNIT_TEST
#define MIN_REGION PAGE_SIZE
+#else
+#define MIN_REGION 1
+#endif
#define damon_get_task_struct(t) \
(get_pid_task(find_vpid(t->pid), PIDTYPE_PID))
@@ -1503,3 +1507,5 @@ module_exit(damon_exit);
MODULE_LICENSE("GPL");
MODULE_AUTHOR("SeongJae Park <sjpark@amazon.de>");
MODULE_DESCRIPTION("DAMON: Data Access MONitor");
+
+#include "damon-test.h"
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 15/16] mm/damon: Add user space selftests
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (13 preceding siblings ...)
2020-05-18 10:12 ` [PATCH v12 14/16] mm/damon: Add kunit tests SeongJae Park
@ 2020-05-18 10:13 ` SeongJae Park
2020-05-18 10:13 ` [PATCH v12 16/16] MAINTAINERS: Update for DAMON SeongJae Park
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:13 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit adds a simple user space tests for DAMON. The tests are
using kselftest framework.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
tools/testing/selftests/damon/Makefile | 7 +
.../selftests/damon/_chk_dependency.sh | 28 ++++
tools/testing/selftests/damon/_chk_record.py | 108 ++++++++++++++
.../testing/selftests/damon/debugfs_attrs.sh | 139 ++++++++++++++++++
.../testing/selftests/damon/debugfs_record.sh | 50 +++++++
5 files changed, 332 insertions(+)
create mode 100644 tools/testing/selftests/damon/Makefile
create mode 100644 tools/testing/selftests/damon/_chk_dependency.sh
create mode 100644 tools/testing/selftests/damon/_chk_record.py
create mode 100755 tools/testing/selftests/damon/debugfs_attrs.sh
create mode 100755 tools/testing/selftests/damon/debugfs_record.sh
diff --git a/tools/testing/selftests/damon/Makefile b/tools/testing/selftests/damon/Makefile
new file mode 100644
index 000000000000..cfd5393a4639
--- /dev/null
+++ b/tools/testing/selftests/damon/Makefile
@@ -0,0 +1,7 @@
+# SPDX-License-Identifier: GPL-2.0
+# Makefile for damon selftests
+
+TEST_FILES = _chk_dependency.sh _chk_record_file.py
+TEST_PROGS = debugfs_attrs.sh debugfs_record.sh
+
+include ../lib.mk
diff --git a/tools/testing/selftests/damon/_chk_dependency.sh b/tools/testing/selftests/damon/_chk_dependency.sh
new file mode 100644
index 000000000000..814dcadd5e96
--- /dev/null
+++ b/tools/testing/selftests/damon/_chk_dependency.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+# SPDX-License-Identifier: GPL-2.0
+
+# Kselftest framework requirement - SKIP code is 4.
+ksft_skip=4
+
+DBGFS=/sys/kernel/debug/damon
+
+if [ $EUID -ne 0 ];
+then
+ echo "Run as root"
+ exit $ksft_skip
+fi
+
+if [ ! -d $DBGFS ]
+then
+ echo "$DBGFS not found"
+ exit $ksft_skip
+fi
+
+for f in attrs record pids monitor_on
+do
+ if [ ! -f "$DBGFS/$f" ]
+ then
+ echo "$f not found"
+ exit 1
+ fi
+done
diff --git a/tools/testing/selftests/damon/_chk_record.py b/tools/testing/selftests/damon/_chk_record.py
new file mode 100644
index 000000000000..5cfcf4161404
--- /dev/null
+++ b/tools/testing/selftests/damon/_chk_record.py
@@ -0,0 +1,108 @@
+#!/usr/bin/env python3
+# SPDX-License-Identifier: GPL-2.0
+
+"Check whether the DAMON record file is valid"
+
+import argparse
+import struct
+import sys
+
+fmt_version = 0
+
+def set_fmt_version(f):
+ global fmt_version
+
+ mark = f.read(16)
+ if mark == b'damon_recfmt_ver':
+ fmt_version = struct.unpack('i', f.read(4))[0]
+ else:
+ fmt_version = 0
+ f.seek(0)
+ return fmt_version
+
+def read_pid(f):
+ if fmt_version == 0:
+ pid = struct.unpack('L', f.read(8))[0]
+ else:
+ pid = struct.unpack('i', f.read(4))[0]
+def err_percent(val, expected):
+ return abs(val - expected) / expected * 100
+
+def chk_task_info(f):
+ pid = read_pid(f)
+ nr_regions = struct.unpack('I', f.read(4))[0]
+
+ if nr_regions > max_nr_regions:
+ print('too many regions: %d > %d' % (nr_regions, max_nr_regions))
+ exit(1)
+
+ nr_gaps = 0
+ eaddr = 0
+ for r in range(nr_regions):
+ saddr = struct.unpack('L', f.read(8))[0]
+ if eaddr and saddr != eaddr:
+ nr_gaps += 1
+ eaddr = struct.unpack('L', f.read(8))[0]
+ nr_accesses = struct.unpack('I', f.read(4))[0]
+
+ if saddr >= eaddr:
+ print('wrong region [%d,%d)' % (saddr, eaddr))
+ exit(1)
+
+ max_nr_accesses = aint / sint
+ if nr_accesses > max_nr_accesses:
+ if err_percent(nr_accesses, max_nr_accesses) > 15:
+ print('too high nr_access: expected %d but %d' %
+ (max_nr_accesses, nr_accesses))
+ exit(1)
+ if nr_gaps != 2:
+ print('number of gaps are not two but %d' % nr_gaps)
+ exit(1)
+
+def parse_time_us(bindat):
+ sec = struct.unpack('l', bindat[0:8])[0]
+ nsec = struct.unpack('l', bindat[8:16])[0]
+ return (sec * 1000000000 + nsec) / 1000
+
+def main():
+ global sint
+ global aint
+ global min_nr
+ global max_nr_regions
+
+ parser = argparse.ArgumentParser()
+ parser.add_argument('file', metavar='<file>',
+ help='path to the record file')
+ parser.add_argument('--attrs', metavar='<attrs>',
+ default='5000 100000 1000000 10 1000',
+ help='content of debugfs attrs file')
+ args = parser.parse_args()
+ file_path = args.file
+ attrs = [int(x) for x in args.attrs.split()]
+ sint, aint, rint, min_nr, max_nr_regions = attrs
+
+ with open(file_path, 'rb') as f:
+ set_fmt_version(f)
+ last_aggr_time = None
+ while True:
+ timebin = f.read(16)
+ if len(timebin) != 16:
+ break
+
+ now = parse_time_us(timebin)
+ if not last_aggr_time:
+ last_aggr_time = now
+ else:
+ error = err_percent(now - last_aggr_time, aint)
+ if error > 15:
+ print('wrong aggr interval: expected %d, but %d' %
+ (aint, now - last_aggr_time))
+ exit(1)
+ last_aggr_time = now
+
+ nr_tasks = struct.unpack('I', f.read(4))[0]
+ for t in range(nr_tasks):
+ chk_task_info(f)
+
+if __name__ == '__main__':
+ main()
diff --git a/tools/testing/selftests/damon/debugfs_attrs.sh b/tools/testing/selftests/damon/debugfs_attrs.sh
new file mode 100755
index 000000000000..d5188b0f71b1
--- /dev/null
+++ b/tools/testing/selftests/damon/debugfs_attrs.sh
@@ -0,0 +1,139 @@
+#!/bin/bash
+# SPDX-License-Identifier: GPL-2.0
+
+source ./_chk_dependency.sh
+
+# Test attrs file
+file="$DBGFS/attrs"
+
+ORIG_CONTENT=$(cat $file)
+
+echo 1 2 3 4 5 > $file
+if [ $? -ne 0 ]
+then
+ echo "$file write failed"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo 1 2 3 4 > $file
+if [ $? -eq 0 ]
+then
+ echo "$file write success (should failed)"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+CONTENT=$(cat $file)
+if [ "$CONTENT" != "1 2 3 4 5" ]
+then
+ echo "$file not written"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo $ORIG_CONTENT > $file
+
+# Test record file
+file="$DBGFS/record"
+
+ORIG_CONTENT=$(cat $file)
+
+echo "4242 foo.bar" > $file
+if [ $? -ne 0 ]
+then
+ echo "$file writing sane input failed"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo abc 2 3 > $file
+if [ $? -eq 0 ]
+then
+ echo "$file writing insane input 1 success (should failed)"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo 123 > $file
+if [ $? -eq 0 ]
+then
+ echo "$file writing insane input 2 success (should failed)"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+CONTENT=$(cat $file)
+if [ "$CONTENT" != "4242 foo.bar" ]
+then
+ echo "$file not written"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo "0 null" > $file
+if [ $? -ne 0 ]
+then
+ echo "$file disabling write fail"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+CONTENT=$(cat $file)
+if [ "$CONTENT" != "0 null" ]
+then
+ echo "$file not disabled"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo "4242 foo.bar" > $file
+if [ $? -ne 0 ]
+then
+ echo "$file writing sane data again fail"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo $ORIG_CONTENT > $file
+
+# Test pids file
+file="$DBGFS/pids"
+
+ORIG_CONTENT=$(cat $file)
+
+echo "1 2 3 4" > $file
+if [ $? -ne 0 ]
+then
+ echo "$file write fail"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo "1 2 abc 4" > $file
+if [ $? -ne 0 ]
+then
+ echo "$file write fail"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo abc 2 3 > $file
+if [ $? -eq 0 ]
+then
+ echo "$file write success (should failed)"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+CONTENT=$(cat $file)
+if [ "$CONTENT" != "1 2" ]
+then
+ echo "$file not written"
+ echo $ORIG_CONTENT > $file
+ exit 1
+fi
+
+echo $ORIG_CONTENT > $file
+
+echo "PASS"
diff --git a/tools/testing/selftests/damon/debugfs_record.sh b/tools/testing/selftests/damon/debugfs_record.sh
new file mode 100755
index 000000000000..fa9e07eea258
--- /dev/null
+++ b/tools/testing/selftests/damon/debugfs_record.sh
@@ -0,0 +1,50 @@
+#!/bin/bash
+# SPDX-License-Identifier: GPL-2.0
+
+source ./_chk_dependency.sh
+
+restore_attrs()
+{
+ echo $ORIG_ATTRS > $DBGFS/attrs
+ echo $ORIG_PIDS > $DBGFS/pids
+ echo $ORIG_RECORD > $DBGFS/record
+}
+
+ORIG_ATTRS=$(cat $DBGFS/attrs)
+ORIG_PIDS=$(cat $DBGFS/pids)
+ORIG_RECORD=$(cat $DBGFS/record)
+
+rfile=$pwd/damon.data
+
+rm -f $rfile
+ATTRS="5000 100000 1000000 10 1000"
+echo $ATTRS > $DBGFS/attrs
+echo 4096 $rfile > $DBGFS/record
+sleep 5 &
+echo $(pidof sleep) > $DBGFS/pids
+echo on > $DBGFS/monitor_on
+sleep 0.5
+killall sleep
+echo off > $DBGFS/monitor_on
+
+sync
+
+if [ ! -f $rfile ]
+then
+ echo "record file not made"
+ restore_attrs
+
+ exit 1
+fi
+
+python3 ./_chk_record.py $rfile --attrs "$ATTRS"
+if [ $? -ne 0 ]
+then
+ echo "record file is wrong"
+ restore_attrs
+ exit 1
+fi
+
+rm -f $rfile
+restore_attrs
+echo "PASS"
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* [PATCH v12 16/16] MAINTAINERS: Update for DAMON
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
` (14 preceding siblings ...)
2020-05-18 10:13 ` [PATCH v12 15/16] mm/damon: Add user space selftests SeongJae Park
@ 2020-05-18 10:13 ` SeongJae Park
15 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-18 10:13 UTC (permalink / raw)
To: akpm
Cc: SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
From: SeongJae Park <sjpark@amazon.de>
This commit updates MAINTAINERS file for DAMON related files.
Signed-off-by: SeongJae Park <sjpark@amazon.de>
---
MAINTAINERS | 12 ++++++++++++
1 file changed, 12 insertions(+)
diff --git a/MAINTAINERS b/MAINTAINERS
index 5a5332b3591d..586513e92b65 100644
--- a/MAINTAINERS
+++ b/MAINTAINERS
@@ -4661,6 +4661,18 @@ F: net/ax25/ax25_out.c
F: net/ax25/ax25_timer.c
F: net/ax25/sysctl_net_ax25.c
+DATA ACCESS MONITOR
+M: SeongJae Park <sjpark@amazon.de>
+L: linux-mm@kvack.org
+S: Maintained
+F: Documentation/admin-guide/mm/damon/*
+F: include/linux/damon.h
+F: include/trace/events/damon.h
+F: mm/damon-test.h
+F: mm/damon.c
+F: tools/damon/*
+F: tools/testing/selftests/damon/*
+
DAVICOM FAST ETHERNET (DMFE) NETWORK DRIVER
L: netdev@vger.kernel.org
S: Orphan
--
2.17.1
^ permalink raw reply related [flat|nested] 18+ messages in thread
* Re: [PATCH v12 10/16] mm/damon: Add debugfs interface
2020-05-18 10:00 ` [PATCH v12 10/16] mm/damon: Add debugfs interface SeongJae Park
@ 2020-05-19 14:02 ` SeongJae Park
0 siblings, 0 replies; 18+ messages in thread
From: SeongJae Park @ 2020-05-19 14:02 UTC (permalink / raw)
To: SeongJae Park
Cc: akpm, SeongJae Park, Jonathan.Cameron, aarcange, acme,
alexander.shishkin, amit, benh, brendan.d.gregg, brendanhiggins,
cai, colin.king, corbet, dwmw, irogers, jolsa, kirill,
mark.rutland, mgorman, minchan, mingo, namhyung, peterz, rdunlap,
riel, rientjes, rostedt, sblbir, shakeelb, shuah, sj38.park, snu,
vbabka, vdavydov.dev, yang.shi, ying.huang, linux-damon,
linux-mm, linux-doc, linux-kernel
On Mon, 18 May 2020 12:00:12 +0200 SeongJae Park <sjpark@amazon.com> wrote:
> From: SeongJae Park <sjpark@amazon.de>
>
> This commit adds a debugfs interface for DAMON.
[...]
> diff --git a/mm/damon.c b/mm/damon.c
> index ddd78843f79a..f31310536c79 100644
> --- a/mm/damon.c
> +++ b/mm/damon.c
> @@ -10,6 +10,7 @@
> #define pr_fmt(fmt) "damon: " fmt
>
[...]
> +
> +static ssize_t damon_sprint_pids(struct damon_ctx *ctx, char *buf, ssize_t len)
> +{
> + struct damon_task *t;
> + int written = 0;
> + int rc;
> +
> + damon_for_each_task(t, ctx) {
> + rc = snprintf(&buf[written], len - written, "%d ", t->pid);
> + if (!rc)
> + return -ENOMEM;
> + written += rc;
> + }
> + if (written)
> + written -= 1;
> + written += snprintf(&buf[written], len - written, "\n");
> + return written;
> +}
> +
> +static ssize_t debugfs_pids_read(struct file *file,
> + char __user *buf, size_t count, loff_t *ppos)
> +{
> + struct damon_ctx *ctx = &damon_user_ctx;
> + ssize_t len;
> + char pids_buf[320];
> +
> + len = damon_sprint_pids(ctx, pids_buf, 320);
This could race with concurrent pids debugfs file writers. Should be
synchronized. Same to other debugfs files except 'monitor_on', which is
already synchronized with corresponding writers.
I will enclose this function call with the context mutex in next revision.
Thanks,
SeongJae Park
> + if (len < 0)
> + return len;
> +
> + return simple_read_from_buffer(buf, count, ppos, pids_buf, len);
> +}
> +
> +/*
> + * Converts a string into an array of unsigned long integers
> + *
> + * Returns an array of unsigned long integers if the conversion success, or
> + * NULL otherwise.
> + */
> +static int *str_to_pids(const char *str, ssize_t len, ssize_t *nr_pids)
> +{
> + int *pids;
> + const int max_nr_pids = 32;
> + int pid;
> + int pos = 0, parsed, ret;
> +
> + *nr_pids = 0;
> + pids = kmalloc_array(max_nr_pids, sizeof(pid), GFP_KERNEL);
> + if (!pids)
> + return NULL;
> + while (*nr_pids < max_nr_pids && pos < len) {
> + ret = sscanf(&str[pos], "%d%n", &pid, &parsed);
> + pos += parsed;
> + if (ret != 1)
> + break;
> + pids[*nr_pids] = pid;
> + *nr_pids += 1;
> + }
> + if (*nr_pids == 0) {
> + kfree(pids);
> + pids = NULL;
> + }
> +
> + return pids;
> +}
> +
> +static ssize_t debugfs_pids_write(struct file *file,
> + const char __user *buf, size_t count, loff_t *ppos)
> +{
> + struct damon_ctx *ctx = &damon_user_ctx;
> + char *kbuf;
> + int *targets;
> + ssize_t nr_targets;
> + ssize_t ret;
> + int err;
> +
> + kbuf = kmalloc(count, GFP_KERNEL);
> + if (!kbuf)
> + return -ENOMEM;
> +
> + ret = simple_write_to_buffer(kbuf, count, ppos, buf, count);
> + if (ret < 0)
> + goto out;
> +
> + targets = str_to_pids(kbuf, ret, &nr_targets);
> + if (!targets) {
> + ret = -ENOMEM;
> + goto out;
> + }
> +
> + mutex_lock(&ctx->kdamond_lock);
> + if (ctx->kdamond) {
> + ret = -EINVAL;
> + goto unlock_out;
> + }
> +
> + err = damon_set_pids(ctx, targets, nr_targets);
> + if (err)
> + ret = err;
> +unlock_out:
> + mutex_unlock(&ctx->kdamond_lock);
> + kfree(targets);
> +out:
> + kfree(kbuf);
> + return ret;
> +}
[...]
^ permalink raw reply [flat|nested] 18+ messages in thread
end of thread, other threads:[~2020-05-19 14:03 UTC | newest]
Thread overview: 18+ messages (download: mbox.gz / follow: Atom feed)
-- links below jump to the message on this page --
2020-05-18 10:00 [PATCH v12 00/16] Introduce Data Access MONitor (DAMON) SeongJae Park
2020-05-18 10:00 ` [PATCH v12 01/16] scripts/spelling: Add a few more typos SeongJae Park
2020-05-18 10:00 ` [PATCH v12 02/16] mm/page_ext: Export lookup_page_ext() to GPL modules SeongJae Park
2020-05-18 10:00 ` [PATCH v12 03/16] mm: Introduce Data Access MONitor (DAMON) SeongJae Park
2020-05-18 10:00 ` [PATCH v12 04/16] mm/damon: Implement region based sampling SeongJae Park
2020-05-18 10:00 ` [PATCH v12 05/16] mm/damon: Adaptively adjust regions SeongJae Park
2020-05-18 10:00 ` [PATCH v12 06/16] mm/damon: Split regions into 3 subregions if necessary SeongJae Park
2020-05-18 10:00 ` [PATCH v12 07/16] mm/damon: Apply dynamic memory mapping changes SeongJae Park
2020-05-18 10:00 ` [PATCH v12 08/16] mm/damon: Implement callbacks SeongJae Park
2020-05-18 10:00 ` [PATCH v12 09/16] mm/damon: Implement access pattern recording SeongJae Park
2020-05-18 10:00 ` [PATCH v12 10/16] mm/damon: Add debugfs interface SeongJae Park
2020-05-19 14:02 ` SeongJae Park
2020-05-18 10:00 ` [PATCH v12 11/16] mm/damon: Add tracepoints SeongJae Park
2020-05-18 10:00 ` [PATCH v12 12/16] tools: Add a minimal user-space tool for DAMON SeongJae Park
2020-05-18 10:00 ` [PATCH v12 13/16] Documentation/admin-guide/mm: Add a document " SeongJae Park
2020-05-18 10:12 ` [PATCH v12 14/16] mm/damon: Add kunit tests SeongJae Park
2020-05-18 10:13 ` [PATCH v12 15/16] mm/damon: Add user space selftests SeongJae Park
2020-05-18 10:13 ` [PATCH v12 16/16] MAINTAINERS: Update for DAMON SeongJae Park
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