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Metrics-Driven Engineering at Etsy
1.
Metrics-driven Engineering at Etsy
MIKE BRITTAIN mike@etsy.com @mikebrittain
2.
Logs, Graphs, Trends,
and Correlations
3.
Making Decisions
4.
How many visitors
are using this thing?
5.
Can we deploy
that to 100% of our visitors?
6.
Did we make
it faster?
7.
Did I just
break something?
8.
Q. Who makes
the graphs? A. Well, the Ops team manages the network, racks the servers, installed the monitoring tools, wears the pagers, blah, blah, blah...
9.
(but...) Engineers build
the application.
10.
Dev + Ops
11.
Access
12.
Yes
No
13.
“Engineers are too
busy meeting our product deadlines.”
14.
Here’s the big
secret...
15.
Cacti (network, SNMP) Ganglia
(machines) Graphite (application) Splunk (log analysis, nightly reports) Nagios (alerting)
16.
Logging
17.
Logger::log_error("User login
failed. Reason: $msg for $username", “login”);
18.
web0054 [Fri Mar
04 16:27:48 2011] [info] [login] User login failed. Reason: wrong password for ...
19.
web0054 [Fri Mar
04 16:27:48 2011] [info] [login] User login failed. Reason: wrong password for ...
20.
web0054 [Fri Mar
04 16:27:48 2011] [info] [login] User login failed. Reason: wrong password for ...
21.
web0054 [Fri Mar
04 16:27:48 2011] [info] [login] User login failed. Reason: wrong password for ...
22.
web0054 [Fri Mar
04 16:27:48 2011] [info] [login] User login failed. Reason: wrong password for ...
23.
Logster
24.
Forked from ganglia-logtailer... -
Daemon mode (only cron mode) + Support for Graphite + Simplified parsing scripts
25.
web0001
[04:28:54 2011] [error] [client 10.101.x.x] Help me, Rhonda. web0001 [04:28:54 2011] [error] [client 10.101.x.x] Oh noooooo! web0001 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh! web0001 [04:28:54 2011] [error] [client 10.101.x.x] Heeeeeeellllllllllllllppppp! web0001 [04:28:54 2011] [error] [client 10.101.x.x] Oh noooooo! web0001 [04:28:54 2011] [fatal] [client 10.101.x.x] Gaaaaahhh! web0201 [04:28:54 2011] [warning] [client 10.101.x.x] Gaaaaahhh! web0034 [04:28:54 2011] [warning] [client 10.101.x.x] Oh nooooooooooo web0001 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web1101 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0201 [04:28:54 2011] [error] [client 10.101.x.x] You've been eaten by a grue. web0055 [04:28:54 2011] [fatal] [client 10.101.x.x] Gaaaaahhh!!! web0002 [04:28:54 2011] [warning] [client 10.101.x.x] Sky is falling. web0089 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0020 [04:28:54 2011] [error] [client 10.101.x.x] Sky is falling. web1101 [04:28:54 2011] [fatal] [client 10.101.x.x] Gaaaaahhh! web0055 [04:28:54 2011] [warning] [client 10.101.x.x] Gaaaaahhh! web0001 [04:28:54 2011] [warning] [client 10.101.x.x] Oh nooooooooooo web0001 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0034 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0087 [04:28:54 2011] [fatal] [client 10.101.x.x] Sky is falling. web0002 [04:28:54 2011] [error] [client 10.101.x.x] Oh noooooo! web0201 [04:28:54 2011] [fatal] [client 10.101.x.x] Gaaaaahhh! web0077 [04:28:54 2011] [warning] [client 10.101.x.x] Gaaaaahhh! web0355 [04:28:54 2011] [warning] [client 10.101.x.x] Oh nooooooooooo web0052 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0001 [04:28:54 2011] [error] [client 10.101.x.x] Gaaaaahhh!!! web0003 [04:28:54 2011] [error] [client 10.101.x.x] You've been eaten by a grue. web0066 [04:28:54 2011] [fatal] [client 10.101.x.x] Gaaaaahhh!!!
26.
Fatals
Errors Warnings
27.
StatsD
28.
StatsD::increment("logins.success"); StatsD::timing("gearman.time", $msec);
29.
90th pct
average lower StatsD::timing("gearman.time", $msec);
30.
Ad hoc name value
timestampn
31.
echo "events.deploy.site 1
`date +%s`" | nc graphite.etsycorp.com 2003
32.
Trends + Events target=drawAsInfinite(events.deploy.site)
33.
What Happened?
34.
16,000 metrics in
Graphite (plus 32,000 metrics in Ganglia)
35.
Dashboards
36.
Mix & Match Dashboards
37.
Hard <a href="http://graphite.etsycorp.com/render?from=-1hours&width=800&height=600&title=File+or +Script+Not+Found&yMin=0&target=webs.errorLog.notExist&target=drawAsInfinite %28deploys.config.production%29&target=drawAsInfinite%28deploys.web.production %29&target=drawAsInfinite%28deploys.search.production%29&target=drawAsInfinite %28deploys.imagestorage.other%29&colorList=%2300cc00,%230000ff, %23ff0000,%23006633,%23cc6600">
<img src="http://graphite.etsycorp.com/render? from=-1hours&width=280&height=220&title=File+or+Script+Not +Found&hideLegend=1&yMin=0&target=webs.errorLog.notExist&target=drawAsInfinite %28deploys.config.production%29&target=drawAsInfinite%28deploys.web.production %29&target=drawAsInfinite%28deploys.search.production%29&target=drawAsInfinite %28deploys.imagestorage.other%29&colorList=%2300cc00,%230000ff, %23ff0000,%23006633,%23cc6600"> </a>
38.
Easy $g = new
Graphite($time); $g->setTitle('File Not Found'); $g->addMetric('webs.errorLog.notExist', '#00cc00'); $g->showDeploys(true); echo $g->getDashboardHTML(280, 220);
39.
20 dashboards by
25 engineers
40.
Application health correlated with
events
41.
High-level visibility
42.
Low MTTD
43.
Validation
44.
Confidence
45.
codeascraft.etsy.com github.com/etsy/statsd github.com/etsy/logster bitbucket.org/maplebed/ganglia-logtailer
46.
Q&A Does this sound
like fun? Get in touch with us. chad@etsy.com kellan@etsy.com kastner@etsy.com mike@etsy.com
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