DrupalSouth 2015 - Performance: Not an Afterthought
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Nick Santamaria's performance and scalability presentation from DrupalSouth 2015. https://melbourne2015.drupal.org.au/session/performance-not-afterthought
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DrupalSouth 2015 - Performance: Not an Afterthought
- 1. Performance: Not an Afterthought DrupalSouth 2015
- 2. Nick Santamaria • Senior Developer at Technocrat • Acquia Certified Backend Developer • drupal.org http://drupal.org/user/87915 • twitter @nicksanta • Github nicksantamaria
- 3. Presentation Outline • Introduction to performance & scalability • Common problems • Strategies for success • Infrastructure design and considerations • Debugging performance and scalability issues • QA and discussion
- 5. Performance & Scalability Performance The speed with which a single request can be executed. Scalability The ability of a request to maintain its performance under increasing load.
- 6. What is Performance? Back-end Performance Components • PHP • Amount of code being executed (ie, number of modules) • Efficiency of code • Database • Schema design • Query execution time
- 7. What is Performance? Back-end Performance Components • API Requests • PHP will wait until the request returns a result or times out • Caching • Drupal database • Memcached / Redis / MongoDB • Varnish
- 8. What is Performance? Front-end Performance Components • Network Overhead • Local vs offshore datacenters • Number of requests • Payload Size • Image optimisation • CSS / JS Minification • Markup size & compression
- 9. What is Performance? Front-end Performance Components • Javascript • Number of scripts being included • Synchronous vs asynchronous execution • Code efficiency
- 10. What is Scalability? “Why is scalability so hard? Because scalability cannot be an after-thought.” - Werner Vogels, Amazon CTO
- 11. What is Scalability? A system is said to be scalable if adding resources results in proportionally increased performance. 9 women can not make a baby in 1 month. Will doubling your site’s server resources double the traffic it can handle?
- 12. What is Scalability? Scalability Components • Caching • Block cache • Page cache • Reverse proxy cache • Opcode caching • Infrastructure • Web server load balancing • Database clustering • Caching backends - redis, memcached etc..
- 13. Common Problems
- 14. Common Problems Too many modules - AKA “Open Buffet Syndrome” Real life example • 365 enabled modules • 24 core modules • 51 custom modules • 72 exported features • 750 files loaded on every request. • 10 - 20% of PHP execution time was loading files, even with APC. • CPU cycles wasted - 25,000+ calls to module_implements() per request.
- 15. • Pages with product/* paths are NEVER cached. • Anonymous users who visit this page bypass page cache on all subsequent pages. • … AND those visitors write to the database on every subsequent page view. Common Problems Anonymous users with sessions Seems innocent, but this one line has consequences.
- 16. Common Problems Complicated entity & field architecture ● Slows down form submission, rendering, views, and more.
- 17. Strategies for Success Complicated entity & field architecture • How many INSERT queries per save? • node • node_revision • field_collection_item • field_collection_item_revision • field_data_field_collection_b • field_revision_field_collection_b • field_data_field_taxonomy_ref • field_revision_field_taxonomy_ref • field_data_field_collection_c • field_revision_field_collection_c • field_data_field_text • field_revision_field_text • file_managed • field_data_field_media • field_revision_field_media Real world field collection implementations are FAR more complicated than this example!
- 18. Common Problems Others • Never use views_php module - create custom views handlers and plugins. • Complex faceted search using Drupal database - use Solr. • dblog module enabled on production - use syslog. • Carefully consider use of modules with node access functionality - they disable block caching.
- 19. Common Problems Others • Never use views_php module - create custom views handlers and plugins. • Complex faceted search using Drupal database - use Solr. • dblog module enabled on production - use syslog. • Carefully consider use of modules with node access functionality - they disable block caching.
- 21. On-Demand Cache Purging • Planning • Divide the site into page “types”. • For each type, build a list of events which would require a page to be cleared from cache. • Considerations • No relative dates, ie “time ago”. • Some page types may be more suited to periodic caching. • Create a spidering script to warm the caches! • Extend to other caches using CacheTags - drupal.org/project/cachetags Strategies for Success
- 22. Strategies for Success Authcache (2.x branch) • Replaces Drupal’s default page caching allowing you to cache authenticated pages. • Huge scalability improvements for sites with a large proportion of authenticated visitors. • But also much, much more. • Personalisation - authcache_p13n • Form token magic - authcache_form • Store page cache in Varnish - authcache_varnish • Integrates with Cache Expiration
- 23. Strategies for Success Authcache • Planning • Define which page types are cacheable. • Design how you will segment your visitors (from a cache perspective). • Identify all personalised information which must be displayed. • Considerations • Forms can be tricky - ensure you test thoroughly. • Ensure your analytics / marketing / tracking services are compatible. • See Commerce Kickstart for great out-of-the-box implementation.
- 24. Strategies for Success Consuming Feeds & Web Services • Regularly importing data into Drupal can be resource intensive. • Feeds, migrate, custom PHP etc… All share the same fundamental problems: • Fetching large datasets, which hog i/o, memory, and CPU cycles. • Lots of slow INSERT and UPDATE operations on the database. • New data will not display immediately unless caches cleared. • The solution? Move to the front end!
- 25. Strategies for Success Consuming Feeds & Web Services • PaRSS - drupal.org/project/parss • Integrates simple jQuery RSS parser with link fields. • AngularJS - angularjs.org • Very powerful front-end MVC framework. • Usual implementation may not be suitable for this problem. • Angular Blocks - drupal.org/node/2445795 • Allows other modules to expose AngularJS apps as blocks! • Used successfully on recent intranet project, some pages having 6 angular apps on a single page.
- 26. Strategies for Success Load Testing • Make it part of your development process. • Dont leave it to the last minute or post-launch. • Tools • Apache jMeter • github.com/jacobSingh/Drupal-Performance-Testing-Suite • Blazemeter - blazemeter.com • Blitz - blitz.io • Web Page Test - webpagetest.org
- 27. Strategies for Success Queues • Use queues when dealing with: • Batch processing large datasets. • Performing complex calculations. • Sequential processing of tasks. • Modules / Tools • Advanced Queue - drupal.org/project/advancedqueue • Advanced Queue Runner - github.com/nvahalik/advancedqueue-runner • Drupal Core Queues - system.queue.inc
- 28. Strategies for Success Queues • Improves reliability. • If not using queues • There is no guarantee the process will be completed. • If the process fails, there is no easy way to repeat it. • If using queues • Each item is executed at least once. • If the process fails, the queue remains intact. • System load is stabilised because processing of complex or heavy operations is delayed.
- 29. Strategies for Success Optimised Front-end • Image Sprites • Minimises the number of HTTP requests. • CSS • Think about what your sass / less becomes once compiled. • How complex and specific do the selectors become? • Consider architecting your CSS for conditional inclusion. • Does the site have “sections”? • CSS rendering is a blocking process.
- 30. Strategies for Success Optimised Front-end • Asynchronous Javascript - drupal.org/project/async_js • Defers javascript execution. • Can improve responsiveness of “sluggish” JS-heavy sites. • Advanced Aggregation - drupal.org/project/advagg • Use CDN version of jQuery. • On-demand generation of aggregated assets.
- 31. Strategies for Success Other Recommendations • Elysia Cron - drupal.org/project/elysia_cron • Configure scheduling and frequency of specific cron tasks. • Run heavy cron tasks during low traffic periods. • Entity Cache - drupal.org/project/entitycache • Stores complete entity objects in your caching backend. • Enable appropriate dependent modules such as commerce_entitycache, bean_entitycache etc.. • Apache Solr for search • drupal.org/project/search_api_solr • drupal.org/project/apachesolr
- 32. Infrastructure
- 33. Infrastructure Caching Backends • Memcached - drupal.org/project/memcache • Battle tested. • Widely deployed. • Volatile storage - not suitable for persistent data. • Redis - drupal.org/project/redis • Less “mature” than Memcached. • 1:1 featureset with Memcached. • Benchmarks slightly better than Memcached. • Commits data to disk by default, can be used for persistent data • Use PHP extension - github.com/phpredis/phpredis (not Predis class)
- 34. Infrastructure Caching Backends • I recommend Redis • Store sessions in Redis rather than the database Session Proxy - drupal.org/project/session_proxy • Form cache can go straight into redis - no more need for this line: $conf['cache_class_cache_form'] = 'DrupalDatabaseCache';
- 35. Infrastructure Simplest Approach • Single server with all components • PHP • Web Server (Apache) • Database (MySQL) • Varnish (... sometimes) Varnish Apache PHP MySQL Instance #1
- 36. Infrastructure Scaling Vertically • Increase instance size. • Change instance types: • CPU optimised • Memory optimised • I/O optimised • Will hit an endpoint eventually. “We’re going to need a bigger box”
- 37. Infrastructure Splitting the box Break up stack components onto separate servers. Instance #2 Varnish Apache PHP MySQL Instance #1
- 39. You will still eventually hit an endpoint! Infrastructure
- 40. Infrastructure Horizontally Scalable Infrastructure • Overcomes CPU ceiling issues. • Considerations • Load balanced web servers • Database clustering • Shared / clustered file systems • Autoscaling - the holy grail. Load Balancer Varnish Apache PHP MySQLRedis Apache PHP Apache PHP Apache PHP
- 41. Debugging Performance and Scalability Issues
- 42. Debugging Performance and Scalability Issues Tools • New Relic APM, browser & server monitoring • MySQL slow query log • Add following lines to my.cnf and restart mysql • log_slow_queries=/var/log/mysql/slow-query.log • long_query_time=20 • XHProf - PHP profiler • Great slides for getting set up here - http://msonnabaum.github.io/xhprof- presentation/ • Browser Developer Tools • Javascript profiler • Network Monitor
- 43. Debugging Performance and Scalability Issues General Tips • Look beyond the symptoms to find the underlying cause. • Change one thing at a time. • Measure, change, measure. • Sometimes you just have to throw more RAM at the problem.