Cheating Your Way to Webscale

Python Nordeste, May 2nd 2014

Transcript

1. Python Nordeste May 2nd 2014 Matt Robenolt Cheating Your Way to #webscale
2. Hello < me irl
3. Lead Operations Engineer
4. Core Contributor
5. So what is #webscale?
6. 10 million requests per second 4ms mean response time asynchronous io mongodb
7. 10 million requests per second 4ms mean response time asynchronous io mongodb NOPE
8. Disqus only does 150 req/s per web server. * we also write some bad code
9. 150 12,960,000 388,800,000 per second per day per month real world #webscale
10. Scale is about hiding the fact that your application is actually really slow.
11. If your application feels fast, then it’s probably good enough.
12. Users hate waiting for shit.
13. So how do we do it?
14. Cheating 101
15. When a user asks for new data, let’s give them old data instead.
16. When a user asks for new data, let’s give them old data instead. Caching
17. When telling us to do something, let’s say we did and maybe do it later.
18. When telling us to do something, let’s say we did and maybe do it later. Queueing
19. Rule #1 Don’t get caught.
20. Rule #2 Don’t get caught.
21. Rule #3 Don’t get caught.
22. HTTP Caching
23. Introducing
24. tl;dr Varnish sits between your application and your users Internet
25. Let’s talk about HTTP. Hypertext Transport Protocol
26. $ curl -v disqus.com
27. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300
28. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Request
29. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Method
30. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Path
31. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Version
32. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Headers
33. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Response
34. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Status
35. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 Headers
36. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300
37. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 For 300 seconds, all users will get the same response without talking to our application.
38. > GET / HTTP/1.1 > User-Agent: curl/7.24.0 > Host: disqus.com > Accept: */* > < HTTP/1.1 200 OK < Server: nginx < Date: Fri, 02 May 2014 06:38:37 GMT < Content-Type: text/html; charset=utf-8 < Content-Length: 10453 < Last-Modified: Fri, 30 Aug 2013 00:32:14 GMT < Vary: Accept-Encoding < Expires: Fri, 02 May 2014 06:43:36 GMT < Cache-Control: public, max-age=300 With power comes great responsibility.
39. GET / INTERNET Varnish Web servers
40. GET / INTERNET Varnish Web servers CACHED! “Cache-Control: max-age=300”
41. GET / INTERNET Varnish Web servers
42. GET / INTERNET Varnish Web servers CACHED!
43. BUT WAIT… THERE’S MORE
44. COLLAPSING REQUEST
45. GET / INTERNET Varnish Web servers
46. INTERNET Varnish Web servers GET /
47. INTERNET Varnish Web servers GET / If multiple users request the same object, Varnish makes one fetch and returns to all users.
48. Queueing
49. Do as little work as possible, and return a promise that this work will be done.
50. INTERNET Web servers Task workers Slow/Fast Data store Queue POST /foo
51. INTERNET Web servers Task workers Slow/Fast Data store Queue POST /foo
52. INTERNET Web servers Task workers Slow/Fast Data store Queue POST /foo Workers can rate limit, debounce, increment counters, generate a fast materialized view, etc.
53. INTERNET Web servers Task workers Slow/Fast Data store Queue POST /foo Make sure your tasks finish before a user tries to read the data back.
54. Final Thoughts
55. Understand your application. Where can you cheat without disrupting user experience? Is seeing a few seconds old data going to damage a product?
56. Cheating should only enhance user experience.
57. Cheat any way you can, just don’t get caught.
58. Django & Varnish & RabbitMQ & Celery & PostgreSQL & Redis &
 Cassandra & Riak Thanks
59. Questions? I have answers. ^ github.com/mattrobenolt @mattrobenolt some