From 0e84126de5d4e5b5c5a3574a96c75cb6de7ace8d Mon Sep 17 00:00:00 2001 From: Alexander Belozerov Date: Wed, 29 Jun 2022 19:38:48 +0600 Subject: [PATCH] Add case study --- case_study.md | 104 +++++++++++++++++++++++++++++++++ factory_flame_before.png | Bin 0 -> 34351 bytes ruby_prof_callstack_after.png | Bin 0 -> 1050603 bytes ruby_prof_callstack_before.png | Bin 0 -> 966236 bytes 4 files changed, 104 insertions(+) create mode 100644 case_study.md create mode 100644 factory_flame_before.png create mode 100644 ruby_prof_callstack_after.png create mode 100644 ruby_prof_callstack_before.png diff --git a/case_study.md b/case_study.md new file mode 100644 index 0000000..b32ea63 --- /dev/null +++ b/case_study.md @@ -0,0 +1,104 @@ +Наш проект довольно большой, ему 12 лет, из них около 10 в продакшене, все это время код пишет команда в несколько человек. +Тестов, соответственно, тоже много: 17765 examples. Из них feature-тестов (Capybara): 2703 examples. Над производительностью тестов никто особо не думал, профилированием тестов не занимался. Даже без feature-тестов время выполнения локально - часы. На CI гоняем тесты в несколько потоков за 20 минут. Еще до курса было очевидно, что надо что-то с этим делать, но пока не брались. + +Я решил попробовать найти точки роста test-suite и оптимизировать их. + +Feature-тесты отложил на будущее, и начал профилировать остальные. Так как тестов тысячи, меня не очень интересовало ускорение одного конкретного теста, хотелось найти что-то общее у всех (например, медленные фабрики), тогда оптимизация общей точки роста может дать значитальное ускорение. + +### До оптимизации + +Я выбрал часть тестов для профилирования. + +RspecDissect report: + +Total time: 04:15.790 + +Total `let` time: 03:59.997 +Total `before(:each)` time: 03:21.796 + +Factory-prof: + +[TEST PROF INFO] Factories usage + + Total: 3096 + Total top-level: 1470 + Total time: 04:12.822 (out of 04:52.409) + Total uniq factories: 50 + + total top-level total time time per call top-level time name + + 543 0 1.2519s 0.0023s 0.0000s billing_plan + 543 0 7.5175s 0.0138s 0.0000s accounts_user_owner + 539 382 93.4210s 0.1733s 46.4248s listing + 512 272 101.0931s 0.1974s 53.0935s account + 321 321 118.7376s 0.3699s 118.7376s showing + 86 54 0.2781s 0.0032s 0.1725s lockbox + 78 78 0.1872s 0.0024s 0.1872s listing_event + 67 67 1.5314s 0.0229s 1.5314s team_member + 29 29 0.1377s 0.0047s 0.1377s listing_contact + 22 22 0.0528s 0.0024s 0.0528s system_phone_number + 21 0 0.0485s 0.0023s 0.0000s billing_event + 21 21 3.9465s 0.1879s 3.9465s active_account + 20 2 0.0424s 0.0021s 0.0050s room + +Видно, что фабрики занимают огромное количество от общего времени выполнения. +По total time больше всего времени занимает showing, но меня заинтересовала фабрика account, так как я знаю, что она используется практически в каждом тесте, и если профилировать весь test suite, то она была бы на первом месте. + +Посмотрим подробнее на эту фабрику на примере создания 50 записей: + +Время выполнения: 11.5 сек. + +Factory-flame: + +![Screenshot](factory_flame_before.png?raw=true) + +RubyProf callstack: + +![Screenshot](ruby_prof_callstack_before.png?raw=true) + +### Оптимизация + +Дело в том, что при создании account выполняются коллбэки (легаси-код) с созданием множества разных дефолтных записей. +Так как создание account - очень редкая операция, то в продакшне это не заметно. +Но в тестах все эти (зачастую вообще ненежные) коллбэки дают сильное замедление. +Думаю, что в большистве случаев вообще можно все переписать с помощью let_it_be. + +Для начала, я попробовал оптимизировать создание нового аккаунта и саму фабрику (в которой тоже были коллбэки). +Результаты: + +Время выполнения: 4.1 сек. + +Factory-prof: + +[TEST PROF INFO] Factories usage + + Total: 3096 + Total top-level: 1470 + Total time: 02:50.460 (out of 03:28.990) + Total uniq factories: 50 + + total top-level total time time per call top-level time name + + 543 0 1.2912s 0.0024s 0.0000s billing_plan + 543 0 7.0080s 0.0129s 0.0000s accounts_user_owner + 539 382 63.6008s 0.1180s 39.6879s listing + 512 272 32.6779s 0.0638s 17.6024s account + 321 321 92.5782s 0.2884s 92.5782s showing + 86 54 0.2538s 0.0030s 0.1546s lockbox + 78 78 0.1983s 0.0025s 0.1983s listing_event + 67 67 1.5843s 0.0236s 1.5843s team_member + 29 29 0.1321s 0.0046s 0.1321s listing_contact + 22 22 0.0543s 0.0025s 0.0543s system_phone_number + 21 0 0.0445s 0.0021s 0.0000s billing_event + 21 21 1.3007s 0.0619s 1.3007s active_account + 20 2 0.0395s 0.0020s 0.0028s room + +RubyProf callstack: + +![Screenshot](ruby_prof_callstack_after.png?raw=true) + +Результат далеко не идеальный, но улучшение налицо. Далее можно заняться и другими фабриками. + +### InfluxDB + +InfluxDB поставил, запустил Chronograph. 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