Boston 2013 - StatsD Workshop - Daniel Schauenberg

Transcript

1. StatsD workshop @ Monitorama 2013 Daniel Schauenberg Software Engineer, Etsy Infrastructure @mrtazz Friday, March 29, 13
2. • What is this StatsD? • Metrics types • Backends • Graphite and operating StatsD • Send all the metrics • Write all the backends Friday, March 29, 13
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4. Receiver loop Metrics processing module Backends Friday, March 29, 13
5. legacyNamespace: false Friday, March 29, 13
6. Counters foo.bar:1|c stats.counters.foo.bar.rate stats.counters.foo.bar.count Friday, March 29, 13
7. Gauges foo.gar:30|g foo.gar:-5|g foo.gar:+5|g stats.gauges.foo.gar Friday, March 29, 13
8. Sets foo.sar:30|s foo.sar:50|s stats.sets.foo.sar Friday, March 29, 13
9. Timers foo.tar:30|ms stats.timers.foo.tar.mean_90 stats.timers.foo.tar.std stats.timers.foo.tar.sum_90 Friday, March 29, 13
10. Histograms histogram: [{metric: "foo.tar", bins: [10,20,30,50]}] stats.timers.foo.tar.histogram.bin_10 stats.timers.foo.tar.histogram.bin_20 Friday, March 29, 13
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12. Pluggable backends function MyBackend(startupTime, config, emitter){ var self = this; this.lastFlush = startupTime; this.lastException = startupTime; this.config = config.mybackendconfig || {}; // what to do with metrics emitter.on('flush', function(timestamp, metrics) {}); // update your status emitter.on('status', function(callback) {}); // handle raw packet emitter.on('packet', function(packet, rinfo) {}); }; Friday, March 29, 13
13. Management Interface > telnet 127.0.0.1 8126 > stats > counters > delcounters > help Friday, March 29, 13
14. Graphite + StatsD • default backend • whisper archives should match flush interval • sum aggregation for raw counters • docs/graphite.md Friday, March 29, 13
15. The single-thread dilemma Friday, March 29, 13
16. Tuning UDP # increase default core memory sizes net.core.rmem_default = 16777216 net.core.wmem_default = 16777216 net.ipv4.udp_wmem_min = 67108864 net.ipv4.udp_rmem_min = 67108864 net.ipv4.udp_mem = 4648512 6198016 9297024 Friday, March 29, 13
17. Sampling • default sampling of 0.1 on all metrics • most sent keys (log file) are sampled 0.01 Friday, March 29, 13
18. Quis monitoret ipsos monitores? Friday, March 29, 13
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23. Let’s do this Friday, March 29, 13
24. Basic setup • git clone https://github.com/etsy/statsd.git • curl https://gist.github.com/mrtazz/5270376 > test_config.js • nc -k -l 2003 > output.log • node stats.js test_config.js Friday, March 29, 13
25. Send some stats > echo -n "foo.bar:1|c" | nc -w0 -u 127.0.0.1 8125 > echo -n "foo.lerl:3|g" | nc -w0 -u 127.0.0.1 8125 > echo -n "foo.lol:33|ms" | nc -w0 -u 127.0.0.1 8125 > echo -n "foo.lol:43|ms" | nc -w0 -u 127.0.0.1 8125 > echo -n "foo.lol:53|ms" | nc -w0 -u 127.0.0.1 8125 Friday, March 29, 13
26. Some actual stats Disk space: df -m | grep "/var" | awk '{print "diskspace.var:"$4"|g"}' Apache HTTPD processes: echo -n "httpd.procs:$(ps aux | grep [h]ttpd | wc -l)|g" Logfile size: du -s /var/log/chef.log | awk '{print "cheflog:"$1"|g"}' Friday, March 29, 13
27. Is this real life? • Set up a web page • Have it send stats to StatsD • page load time • counters when page was accessed • look in the examples/ directory for code Friday, March 29, 13
28. Histograms • You should have timers now • Configure histograms for them • { graphite: { histograms: [] } Friday, March 29, 13
29. Level up! Friday, March 29, 13
30. Write a new backend • Have it HTTP POST to a web server • write metrics to a file • send a txt message • repeat all UDP packets to TCP Friday, March 29, 13
31. Hackathon ideas • Metrics path validation in backend • Pluggable receiver frontends • Forked backends • Configurable timer metrics Friday, March 29, 13
32. • #statsd on Freenode IRC • statsd@librelist.com • Ask me Friday, March 29, 13
33. Basic setup • git clone https://github.com/etsy/statsd.git • curl https://gist.github.com/mrtazz/5270376 > test_config.js • nc -k -l 2003 > output.log • node stats.js test_config.js Friday, March 29, 13
34. StatsD workshop @ Monitorama 2013 Daniel Schauenberg Software Engineer, Etsy Infrastructure @mrtazz Friday, March 29, 13