LTTng analyses
Project description
This repository contains various scripts to extract monitoring data and metrics from LTTng kernel traces.
As opposed to other diagnostic or monitoring solutions, this approach is designed to allow users to record their system’s activity with a low overhead, wait for a problem to occur and then diagnose its cause offline.
This solution allows the user to target hard to find problems and dig until the root cause is found.
This README describes the implemented analyses as well as how to use them.
Requirements
LTTng >= 2.5
Babeltrace >= 1.2 (with python bindings built)
Python >= 3.4
Installation
Release version
On Ubuntu (12.04 and up) using the LTTng ppa:
apt-get install -y software-properties-common (or python-software-properties on 12.04)
apt-add-repository -y ppa:lttng/ppa
apt-get update
apt-get -y install lttng-tools babeltrace lttng-modules-dkms python3-babeltrace python3-progressbar python3-lttnganalysesOn Debian Sid:
apt-get -y install lttng-tools babeltrace lttng-modules-dkms python3-babeltrace python3-progressbar python3-lttnganalysesOn other distributions:
Please refer to the LTTng documentation to install LTTng and the Babeltrace README to install babeltrace with the python bindings. Optionally install the progressbar python module, and then:
pip3 install lttnganalysesDevelopment version
The latest development version can be installed directly from GitHub:
pip3 install --upgrade git+git://github.com/lttng/lttng-analyses.gitTrace creation
Here are the basic commands to create a trace, for more information on the LTTng setup, please refer to the LTTng documentation Getting started guide.
Automatic
From the cloned git tree:
./lttng-analyses-recordManual
lttng create
lttng enable-channel -k bla --subbuf-size=4M
lttng enable-event -k sched_switch,block_rq_complete,block_rq_issue,block_bio_remap,block_bio_backmerge,netif_receive_skb,net_dev_xmit,sched_process_fork,sched_process_exec,lttng_statedump_process_state,lttng_statedump_file_descriptor,lttng_statedump_block_device,writeback_pages_written,mm_vmscan_wakeup_kswapd,mm_page_free,mm_page_alloc,block_dirty_buffer,irq_handler_entry,irq_handler_exit,softirq_entry,softirq_exit,softirq_raise -c bla
lttng enable-event -k --syscall -a -c bla
lttng start
..do stuff...
lttng stop
lttng destroyRemote
You can also create a trace on a server and send it to a remote host. The remote host only needs to run lttng-relayd -d and be reachable over the network. The only difference with the above commands is the tracing session’s creation:
lttng create -U net://<remote-host>Implemented analyses
CPU usage for the whole system
CPU usage per-process
Process CPU migration count
Memory usage per-process (as seen by the kernel)
Memory usage system-wide (as seen by the kernel)
I/O usage (syscalls, disk, network)
I/O operations log (with latency and usage)
I/O latency statistics (open, read, write, sync operations)
I/O latency frequency distribution
Interrupt handler duration statistics (count, min, max, average stdev)
Interrupt handler duration top
Interrupt handler duration log
Interrupt handler duration frequency distribution
SoftIRQ handler latency statistics
Syscalls usage statistics
All of the analyses share the same code architecture making it possible to filter by timerange, process name, PID, min and max values using the same command-line options. Also note that reported timestamps can optionally be expressed in the GMT timezone to allow easy sharing between teams.
The project’s architecture makes it easy to add new analyses or to reuse the analysis backend in external tools which may then present the results in their own format (as opposed to text).
Examples
After having collected your trace, any script contained in this repository can be used to run an analysis. Read on for some examples!
I/O
I/O latency stats
$ ./lttng-iolatencystats mytrace/
Timerange: [2015-01-06 10:58:26.140545481, 2015-01-06 10:58:27.229358936]
Syscalls latency statistics (usec):
Type Count Min Average Max Stdev
-----------------------------------------------------------------------------------------
Open 45 5.562 13.835 77.683 15.263
Read 109 0.316 5.774 62.569 9.277
Write 101 0.256 7.060 48.531 8.555
Sync 207 19.384 40.664 160.188 21.201
Disk latency statistics (usec):
Name Count Min Average Max Stdev
-----------------------------------------------------------------------------------------
dm-0 108 0.001 0.004 0.007 1.306I/O latency frequency distribution
$ ./lttng-iolatencyfreq mytrace/
Timerange: [2015-01-06 10:58:26.140545481, 2015-01-06 10:58:27.229358936]
Open latency distribution (usec)
###############################################################################
5.562 ███████████████████████████████████████████████████████████████████ 25
9.168 ██████████ 4
12.774 █████████████████████ 8
16.380 ████████ 3
19.986 █████ 2
23.592 0
27.198 0
30.804 0
34.410 ██ 1
38.016 0
41.623 0
45.229 0
48.835 0
52.441 0
56.047 0
59.653 0
63.259 0
66.865 0
70.471 0
74.077 █████ 2I/O latency top
$ ./lttng-iolatencytop analysis-20150115-120942/ --limit 3 --minsize 2
Checking the trace for lost events...
Timerange: [2015-01-15 12:18:37.216484041, 2015-01-15 12:18:53.821580313]
Top open syscall latencies (usec)
Begin End Name Duration (usec) Size Proc PID Filename
[12:18:50.432950815,12:18:50.870648568] open 437697.753 N/A apache2 31517 /var/lib/php5/sess_0ifir2hangm8ggaljdphl9o5b5 (fd=13)
[12:18:52.946080165,12:18:52.946132278] open 52.113 N/A apache2 31588 /var/lib/php5/sess_mr9045p1k55vin1h0vg7rhgd63 (fd=13)
[12:18:46.800846035,12:18:46.800874916] open 28.881 N/A apache2 31591 /var/lib/php5/sess_r7c12pccfvjtas15g3j69u14h0 (fd=13)
[12:18:51.389797604,12:18:51.389824426] open 26.822 N/A apache2 31520 /var/lib/php5/sess_4sdb1rtjkhb78sabnoj8gpbl00 (fd=13)
Top read syscall latencies (usec)
Begin End Name Duration (usec) Size Proc PID Filename
[12:18:37.256073107,12:18:37.256555967] read 482.860 7.00 B bash 10237 unknown (origin not found) (fd=3)
[12:18:52.000209798,12:18:52.000252304] read 42.506 1.00 KB irqbalance 1337 /proc/interrupts (fd=3)
[12:18:37.256559439,12:18:37.256601615] read 42.176 5.00 B bash 10237 unknown (origin not found) (fd=3)
[12:18:42.000281918,12:18:42.000320016] read 38.098 1.00 KB irqbalance 1337 /proc/interrupts (fd=3)
Top write syscall latencies (usec)
Begin End Name Duration (usec) Size Proc PID Filename
[12:18:49.913241516,12:18:49.915908862] write 2667.346 95.00 B apache2 31584 /var/log/apache2/access.log (fd=8)
[12:18:37.472823631,12:18:37.472859836] writev 36.205 21.97 KB apache2 31544 unknown (origin not found) (fd=12)
[12:18:37.991578372,12:18:37.991612724] writev 34.352 21.97 KB apache2 31589 unknown (origin not found) (fd=12)
[12:18:39.547778549,12:18:39.547812515] writev 33.966 21.97 KB apache2 31584 unknown (origin not found) (fd=12)
Top sync syscall latencies (usec)
Begin End Name Duration (usec) Size Proc PID Filename
[12:18:50.162776739,12:18:51.157522361] sync 994745.622 N/A sync 22791 None (fd=None)
[12:18:37.227867532,12:18:37.232289687] sync_file_range 4422.155 N/A lttng-consumerd 19964 /home/julien/lttng-traces/analysis-20150115-120942/kernel/metadata (fd=32)
[12:18:37.238076585,12:18:37.239012027] sync_file_range 935.442 N/A lttng-consumerd 19964 /home/julien/lttng-traces/analysis-20150115-120942/kernel/metadata (fd=32)
[12:18:37.220974711,12:18:37.221647124] sync_file_range 672.413 N/A lttng-consumerd 19964 /home/julien/lttng-traces/analysis-20150115-120942/kernel/metadata (fd=32)I/O operations log
$ ./lttng-iolog mytrace/
[10:58:26.221618530,10:58:26.221620659] write 2.129 8.00 B /usr/bin/x-term 11793 anon_inode:[eventfd] (fd=5)
[10:58:26.221623609,10:58:26.221628055] read 4.446 50.00 B /usr/bin/x-term 11793 /dev/ptmx (fd=24)
[10:58:26.221638929,10:58:26.221640008] write 1.079 8.00 B /usr/bin/x-term 11793 anon_inode:[eventfd] (fd=5)
[10:58:26.221676232,10:58:26.221677385] read 1.153 8.00 B /usr/bin/x-term 11793 anon_inode:[eventfd] (fd=5)
[10:58:26.223401804,10:58:26.223411683] open 9.879 N/A sleep 12420 /etc/ld.so.cache (fd=3)
[10:58:26.223448060,10:58:26.223455577] open 7.517 N/A sleep 12420 /lib/x86_64-linux-gnu/libc.so.6 (fd=3)
[10:58:26.223456522,10:58:26.223458898] read 2.376 832.00 B sleep 12420 /lib/x86_64-linux-gnu/libc.so.6 (fd=3)
[10:58:26.223918068,10:58:26.223929316] open 11.248 N/A sleep 12420 (fd=3)
[10:58:26.231881565,10:58:26.231895970] writev 14.405 16.00 B /usr/bin/x-term 11793 socket:[45650] (fd=4)
[10:58:26.231979636,10:58:26.231988446] recvmsg 8.810 16.00 B Xorg 1827 socket:[47480] (fd=38)I/O usage top
$ ./lttng-iousagetop traces/pgread-writes
Timerange: [2014-10-07 16:36:00.733214969, 2014-10-07 16:36:18.804584183]
Per-process I/O Read
###############################################################################
██████████████████████████████████████████████████ 16.00 MB lttng-consumerd (2619) 0 B file 4.00 B net 16.00 MB unknown
█████ 1.72 MB lttng-consumerd (2619) 0 B file 0 B net 1.72 MB unknown
█ 398.13 KB postgres (4219) 121.05 KB file 277.07 KB net 8.00 B unknown
256.09 KB postgres (1348) 0 B file 255.97 KB net 117.00 B unknown
204.81 KB postgres (4218) 204.81 KB file 0 B net 0 B unknown
123.77 KB postgres (4220) 117.50 KB file 6.26 KB net 8.00 B unknown
Per-process I/O Write
###############################################################################
██████████████████████████████████████████████████ 16.00 MB lttng-consumerd (2619) 0 B file 8.00 MB net 8.00 MB unknown
██████ 2.20 MB postgres (4219) 2.00 MB file 202.23 KB net 0 B unknown
█████ 1.73 MB lttng-consumerd (2619) 0 B file 887.73 KB net 882.58 KB unknown
██ 726.33 KB postgres (1165) 8.00 KB file 6.33 KB net 712.00 KB unknown
158.69 KB postgres (1168) 158.69 KB file 0 B net 0 B unknown
80.66 KB postgres (1348) 0 B file 80.66 KB net 0 B unknown
Files Read
###############################################################################
██████████████████████████████████████████████████ 8.00 MB anon_inode:[lttng_stream] (lttng-consumerd) 'fd 32 in lttng-consumerd (2619)'
█████ 834.41 KB base/16384/pg_internal.init 'fd 7 in postgres (4219)', 'fd 7 in postgres (4220)', 'fd 7 in postgres (4221)', 'fd 7 in postgres (4222)', 'fd 7 in postgres (4223)', 'fd 7 in postgres (4224)', 'fd 7 in postgres (4225)', 'fd 7 in postgres (4226)'
█ 256.09 KB socket:[8893] (postgres) 'fd 9 in postgres (1348)'
█ 174.69 KB pg_stat_tmp/pgstat.stat 'fd 9 in postgres (4218)', 'fd 9 in postgres (1167)'
109.48 KB global/pg_internal.init 'fd 7 in postgres (4218)', 'fd 7 in postgres (4219)', 'fd 7 in postgres (4220)', 'fd 7 in postgres (4221)', 'fd 7 in postgres (4222)', 'fd 7 in postgres (4223)', 'fd 7 in postgres (4224)', 'fd 7 in postgres (4225)', 'fd 7 in postgres (4226)'
104.30 KB base/11951/pg_internal.init 'fd 7 in postgres (4218)'
12.85 KB socket (lttng-sessiond) 'fd 30 in lttng-sessiond (384)'
4.50 KB global/pg_filenode.map 'fd 7 in postgres (4218)', 'fd 7 in postgres (4219)', 'fd 7 in postgres (4220)', 'fd 7 in postgres (4221)', 'fd 7 in postgres (4222)', 'fd 7 in postgres (4223)', 'fd 7 in postgres (4224)', 'fd 7 in postgres (4225)', 'fd 7 in postgres (4226)'
4.16 KB socket (postgres) 'fd 9 in postgres (4226)'
4.00 KB /proc/interrupts 'fd 3 in irqbalance (1104)'
Files Write
###############################################################################
██████████████████████████████████████████████████ 8.00 MB socket:[56371] (lttng-consumerd) 'fd 30 in lttng-consumerd (2619)'
█████████████████████████████████████████████████ 8.00 MB pipe:[53306] (lttng-consumerd) 'fd 12 in lttng-consumerd (2619)'
██████████ 1.76 MB pg_xlog/00000001000000000000000B 'fd 31 in postgres (4219)'
█████ 887.82 KB socket:[56369] (lttng-consumerd) 'fd 26 in lttng-consumerd (2619)'
█████ 882.58 KB pipe:[53309] (lttng-consumerd) 'fd 18 in lttng-consumerd (2619)'
160.00 KB /var/lib/postgresql/9.1/main/base/16384/16602 'fd 14 in postgres (1165)'
158.69 KB pg_stat_tmp/pgstat.tmp 'fd 3 in postgres (1168)'
144.00 KB /var/lib/postgresql/9.1/main/base/16384/16613 'fd 12 in postgres (1165)'
88.00 KB /var/lib/postgresql/9.1/main/base/16384/16609 'fd 11 in postgres (1165)'
78.28 KB socket:[8893] (postgres) 'fd 9 in postgres (1348)'
Block I/O Read
###############################################################################
Block I/O Write
###############################################################################
██████████████████████████████████████████████████ 1.76 MB postgres (pid=4219)
████ 160.00 KB postgres (pid=1168)
██ 100.00 KB kworker/u8:0 (pid=1540)
██ 96.00 KB jbd2/vda1-8 (pid=257)
█ 40.00 KB postgres (pid=1166)
8.00 KB kworker/u9:0 (pid=4197)
4.00 KB kworker/u9:2 (pid=1381)
Disk nr_sector
###############################################################################
███████████████████████████████████████████████████████████████████ 4416.00 sectors vda1
Disk nr_requests
###############################################################################
████████████████████████████████████████████████████████████████████ 177.00 requests vda1
Disk request time/sector
###############################################################################
██████████████████████████████████████████████████████████████████ 0.01 ms vda1
Network recv_bytes
###############################################################################
███████████████████████████████████████████████████████ 739.50 KB eth0
█████ 80.27 KB lo
Network sent_bytes
###############################################################################
████████████████████████████████████████████████████████ 9.36 MB eth0Syscalls
Statistics
$ ./lttng-syscallstats mytrace/
Timerange: [2015-01-15 12:18:37.216484041, 2015-01-15 12:18:53.821580313]
Per-TID syscalls statistics (usec)
find (22785) Count Min Average Max Stdev Return values
- getdents 14240 0.380 364.301 43372.450 1629.390 {'success': 14240}
- close 14236 0.233 0.506 4.932 0.217 {'success': 14236}
- fchdir 14231 0.252 0.407 5.769 0.117 {'success': 14231}
- open 7123 0.779 2.321 12.697 0.936 {'success': 7119, 'ENOENT': 4}
- newfstatat 7118 1.457 143.562 28103.532 1410.281 {'success': 7118}
- openat 7118 1.525 2.411 9.107 0.771 {'success': 7118}
- newfstat 7117 0.272 0.654 8.707 0.248 {'success': 7117}
- write 573 0.298 0.715 8.584 0.391 {'success': 573}
- brk 27 0.615 5.768 30.792 7.830 {'success': 27}
- rt_sigaction 22 0.227 0.283 0.589 0.098 {'success': 22}
- mmap 12 1.116 2.116 3.597 0.762 {'success': 12}
- mprotect 6 1.185 2.235 3.923 1.148 {'success': 6}
- read 5 0.925 2.101 6.300 2.351 {'success': 5}
- ioctl 4 0.342 1.151 2.280 0.873 {'success': 2, 'ENOTTY': 2}
- access 4 1.166 2.530 4.202 1.527 {'ENOENT': 4}
- rt_sigprocmask 3 0.325 0.570 0.979 0.357 {'success': 3}
- dup2 2 0.250 0.562 0.874 ? {'success': 2}
- munmap 2 3.006 5.399 7.792 ? {'success': 2}
- execve 1 7277.974 7277.974 7277.974 ? {'success': 1}
- setpgid 1 0.945 0.945 0.945 ? {'success': 1}
- fcntl 1 ? 0.000 0.000 ? {}
- newuname 1 1.240 1.240 1.240 ? {'success': 1}
Total: 71847
-----------------------------------------------------------------------------------------------------------------
apache2 (31517) Count Min Average Max Stdev Return values
- fcntl 192 ? 0.000 0.000 ? {}
- newfstat 156 0.237 0.484 1.102 0.222 {'success': 156}
- read 144 0.307 1.602 16.307 1.698 {'success': 117, 'EAGAIN': 27}
- access 96 0.705 1.580 3.364 0.670 {'success': 12, 'ENOENT': 84}
- newlstat 84 0.459 0.738 1.456 0.186 {'success': 63, 'ENOENT': 21}
- newstat 74 0.735 2.266 11.212 1.772 {'success': 50, 'ENOENT': 24}
- lseek 72 0.317 0.522 0.915 0.112 {'success': 72}
- close 39 0.471 0.615 0.867 0.069 {'success': 39}
- open 36 2.219 12162.689 437697.753 72948.868 {'success': 36}
- getcwd 28 0.287 0.701 1.331 0.277 {'success': 28}
- poll 27 1.080 1139.669 2851.163 856.723 {'success': 27}
- times 24 0.765 0.956 1.327 0.107 {'success': 24}
- setitimer 24 0.499 5.848 16.668 4.041 {'success': 24}
- write 24 5.467 6.784 16.827 2.459 {'success': 24}
- writev 24 10.241 17.645 29.817 5.116 {'success': 24}
- mmap 15 3.060 3.482 4.406 0.317 {'success': 15}
- munmap 15 2.944 3.502 4.154 0.427 {'success': 15}
- brk 12 0.738 4.579 13.795 4.437 {'success': 12}
- chdir 12 0.989 1.600 2.353 0.385 {'success': 12}
- flock 6 0.906 1.282 2.043 0.423 {'success': 6}
- rt_sigaction 6 0.530 0.725 1.123 0.217 {'success': 6}
- pwrite64 6 1.262 1.430 1.692 0.143 {'success': 6}
- rt_sigprocmask 6 0.539 0.650 0.976 0.162 {'success': 6}
- shutdown 3 7.323 8.487 10.281 1.576 {'success': 3}
- getsockname 3 1.015 1.228 1.585 0.311 {'success': 3}
- accept4 3 5174453.611 3450157.282 5176018.235 ? {'success': 2}
Total: 1131IRQ
Handler duration and raise latency statistics
$ ./lttng-irqstats mytrace/
Timerange: [2014-03-11 16:05:41.314824752, 2014-03-11 16:05:45.041994298]
Hard IRQ Duration (us)
count min avg max stdev
----------------------------------------------------------------------------------|
1: <i8042> 30 10.901 45.500 64.510 18.447 |
42: <ahci> 259 3.203 7.863 21.426 3.183 |
43: <eth0> 2 3.859 3.976 4.093 0.165 |
44: <iwlwifi> 92 0.300 3.995 6.542 2.181 |
Soft IRQ Duration (us) Raise latency (us)
count min avg max stdev | count min avg max stdev
----------------------------------------------------------------------------------|------------------------------------------------------------
1: <TIMER_SOFTIRQ> 495 0.202 21.058 51.060 11.047 | 53 2.141 11.217 20.005 7.233
3: <NET_RX_SOFTIRQ> 14 0.133 9.177 32.774 10.483 | 14 0.763 3.703 10.902 3.448
4: <BLOCK_SOFTIRQ> 257 5.981 29.064 125.862 15.891 | 257 0.891 3.104 15.054 2.046
6: <TASKLET_SOFTIRQ> 26 0.309 1.198 1.748 0.329 | 26 9.636 39.222 51.430 11.246
7: <SCHED_SOFTIRQ> 299 1.185 14.768 90.465 15.992 | 298 1.286 31.387 61.700 11.866
9: <RCU_SOFTIRQ> 338 0.592 3.387 13.745 1.356 | 147 2.480 29.299 64.453 14.286Handler duration frequency distribution
$ ./lttng-irqfreq --timerange [16:05:42,16:05:45] --irq 44 --stats mytrace/
Timerange: [2014-03-11 16:05:42.042034570, 2014-03-11 16:05:44.998914297]
Hard IRQ Duration (us)
count min avg max stdev
----------------------------------------------------------------------------------|
44: <iwlwifi> 72 0.300 4.018 6.542 2.164 |
Frequency distribution iwlwifi (44)
###############################################################################
0.300 █████ 1.00
0.612 ██████████████████████████████████████████████████████████████ 12.00
0.924 ████████████████████ 4.00
1.236 ██████████ 2.00
1.548 0.00
1.861 █████ 1.00
2.173 0.00
2.485 █████ 1.00
2.797 ██████████████████████████ 5.00
3.109 █████ 1.00
3.421 ███████████████ 3.00
3.733 0.00
4.045 █████ 1.00
4.357 █████ 1.00
4.669 ██████████ 2.00
4.981 ██████████ 2.00
5.294 █████████████████████████████████████████ 8.00
5.606 ████████████████████████████████████████████████████████████████████ 13.00
5.918 ██████████████████████████████████████████████████████████████ 12.00
6.230 ███████████████ 3.00Others
There are a lot of other scripts, we encourage you to try them and read the --help to see all the available options.
Work in progress
Track the page cache and extract the latencies associated with pages flush to disk. In order to do that, we rely on the assumption that the pages are flushed in a FIFO order. It might not be 100% accurate, but it already gives great results :
An example here when saving a file in vim:
[19:57:51.173332284 - 19:57:51.177794657] vim (31517) syscall_entry_fsync(fd = 4 <blabla>) = 0, 4.462 ms
1 dirty page(s) were flushed (assuming FIFO):
vim (31517): 1 pages
- blabla : 1 pages
13 active dirty filesystem page(s) (known):
redis-server (2092): 2 pages
- /var/log/redis/redis-server.log : 2 pages
vim (31517): 2 pages
- .blabla.swp : 2 pages
lttng-consumerd (6750): 9 pages
- unknown (origin not found) : 9 pages
An other example when running the ‘sync’ command:
[19:57:53.046840755 - 19:57:53.072809609] sync (31554) syscall_entry_sync(fd = <unknown>) = 0, 25.969 ms
23 dirty page(s) were flushed (assuming FIFO):
redis-server (2092): 2 pages
- /var/log/redis/redis-server.log : 2 pages
vim (31517): 9 pages
- /home/julien/.viminfo.tmp : 6 pages
- .blabla.swp : 3 pages
lttng-consumerd (6750): 12 pages
- unknown (origin not found) : 12 pages
PostgreSQL with ‘sys_fdatasync’:
[13:49:39.908599447 - 13:49:39.915930730] postgres (1137) sys_fdatasync(fd = 7 </var/lib/postgresql/9.1/main/pg_xlog/000000010000000000000008>) = 0, 7.331 ms
2 pages allocated during the period
88 dirty page(s) were flushed (assuming FIFO):
postgres (1137): 88 pages
- /var/lib/postgresql/9.1/main/pg_xlog/000000010000000000000008 : 88 pages
68 last dirtied filesystem page(s):
postgres (2419): 68 pages
- base/11951/18410 : 46 pages
- base/11951/18407 : 10 pages
- base/11951/18407_fsm : 6 pages
- base/11951/18410_fsm : 6 pages
Detecting a fight for the I/O between a huge write and postgresql:
[13:49:47.242730583 - 13:49:47.442835037] python (2353) sys_write(fd = 3 </root/bla>, count = 102395904) = 102395904, 200.104 ms
34760 pages allocated during the period
woke up kswapd during the period
10046 pages written on disk
freed 33753 pages from the cache during the period
1397 last dirtied filesystem page(s):
python (2353): 1325 pages
- /root/bla : 1325 pages
postgres (2419): 72 pages
- base/11951/18419 : 72 pages
Limitations
The main limitation of this project is the fact that it can be quite slow to process a large trace. This project is a work in progress and we focus on the problem-solving aspect. Therefore, features have been prioritized over performance for now.
One other aspect is the fact that the state is not persistent; the trace has to be re-processed if another analysis script is to be used on the same trace. Some scripts belonging to the same category allow the combination of multiple analyses into a single pass (see --freq, --log, --usage, --latencystats, etc). We are planning to add a way to save the state and/or create an interactive environment to allow the user to run multiple analyses on the same trace without having to process the trace every time.
Conclusion
We hope you have fun trying this project and please remember it is a work in progress; feedback, bug reports and improvement ideas are always welcome!
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