From 2cf1b6cee825b5de1359b420bfd1124eb7de1bc5 Mon Sep 17 00:00:00 2001 From: potashin Date: Thu, 9 May 2024 16:13:54 +0300 Subject: [PATCH 01/10] config: make it work --- .ruby-version | 2 +- Gemfile | 2 +- Gemfile.lock | 187 +++++++++++++++++++++++++++----------------------- 3 files changed, 103 insertions(+), 88 deletions(-) diff --git a/.ruby-version b/.ruby-version index ec1cf33c..a04abec9 100644 --- a/.ruby-version +++ b/.ruby-version @@ -1 +1 @@ -2.6.3 +2.6.10 diff --git a/Gemfile b/Gemfile index e20b1260..4fe92f0a 100644 --- a/Gemfile +++ b/Gemfile @@ -1,7 +1,7 @@ source 'https://rubygems.org' git_source(:github) { |repo| "https://github.com/#{repo}.git" } -ruby '2.6.3' +ruby '2.6.10' gem 'rails', '~> 5.2.3' gem 'pg', '>= 0.18', '< 2.0' diff --git a/Gemfile.lock b/Gemfile.lock index fccf6f5f..820349db 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -1,134 +1,149 @@ GEM remote: https://rubygems.org/ specs: - actioncable (5.2.3) - actionpack (= 5.2.3) + actioncable (5.2.8.1) + actionpack (= 5.2.8.1) nio4r (~> 2.0) websocket-driver (>= 0.6.1) - actionmailer (5.2.3) - actionpack (= 5.2.3) - actionview (= 5.2.3) - activejob (= 5.2.3) + actionmailer (5.2.8.1) + actionpack (= 5.2.8.1) + actionview (= 5.2.8.1) + activejob (= 5.2.8.1) mail (~> 2.5, >= 2.5.4) rails-dom-testing (~> 2.0) - actionpack (5.2.3) - actionview (= 5.2.3) - activesupport (= 5.2.3) - rack (~> 2.0) + actionpack (5.2.8.1) + actionview (= 5.2.8.1) + activesupport (= 5.2.8.1) + rack (~> 2.0, >= 2.0.8) rack-test (>= 0.6.3) rails-dom-testing (~> 2.0) rails-html-sanitizer (~> 1.0, >= 1.0.2) - actionview (5.2.3) - activesupport (= 5.2.3) + actionview (5.2.8.1) + activesupport (= 5.2.8.1) builder (~> 3.1) erubi (~> 1.4) rails-dom-testing (~> 2.0) rails-html-sanitizer (~> 1.0, >= 1.0.3) - activejob (5.2.3) - activesupport (= 5.2.3) + activejob (5.2.8.1) + activesupport (= 5.2.8.1) globalid (>= 0.3.6) - activemodel (5.2.3) - activesupport (= 5.2.3) - activerecord (5.2.3) - activemodel (= 5.2.3) - activesupport (= 5.2.3) + activemodel (5.2.8.1) + activesupport (= 5.2.8.1) + activerecord (5.2.8.1) + activemodel (= 5.2.8.1) + activesupport (= 5.2.8.1) arel (>= 9.0) - activestorage (5.2.3) - actionpack (= 5.2.3) - activerecord (= 5.2.3) - marcel (~> 0.3.1) - activesupport (5.2.3) + activestorage (5.2.8.1) + actionpack (= 5.2.8.1) + activerecord (= 5.2.8.1) + marcel (~> 1.0.0) + activesupport (5.2.8.1) concurrent-ruby (~> 1.0, >= 1.0.2) i18n (>= 0.7, < 2) minitest (~> 5.1) tzinfo (~> 1.1) arel (9.0.0) - bindex (0.6.0) - bootsnap (1.4.2) - msgpack (~> 1.0) - builder (3.2.3) - byebug (11.0.1) - concurrent-ruby (1.1.5) - crass (1.0.4) - erubi (1.8.0) - ffi (1.10.0) - globalid (0.4.2) - activesupport (>= 4.2.0) - i18n (1.6.0) + bindex (0.8.1) + bootsnap (1.18.3) + msgpack (~> 1.2) + builder (3.2.4) + byebug (11.1.3) + concurrent-ruby (1.2.3) + crass (1.0.6) + date (3.3.4) + erubi (1.12.0) + ffi (1.16.3) + globalid (1.1.0) + activesupport (>= 5.0) + i18n (1.14.5) concurrent-ruby (~> 1.0) listen (3.1.5) rb-fsevent (~> 0.9, >= 0.9.4) rb-inotify (~> 0.9, >= 0.9.7) ruby_dep (~> 1.2) - loofah (2.2.3) + loofah (2.22.0) crass (~> 1.0.2) - nokogiri (>= 1.5.9) - mail (2.7.1) + nokogiri (>= 1.12.0) + mail (2.8.1) mini_mime (>= 0.1.1) - marcel (0.3.3) - mimemagic (~> 0.3.2) - method_source (0.9.2) - mimemagic (0.3.3) - mini_mime (1.0.1) - mini_portile2 (2.4.0) - minitest (5.11.3) - msgpack (1.2.9) - nio4r (2.3.1) - nokogiri (1.10.2) - mini_portile2 (~> 2.4.0) - pg (1.1.4) - puma (3.12.1) - rack (2.0.6) - rack-test (1.1.0) - rack (>= 1.0, < 3) - rails (5.2.3) - actioncable (= 5.2.3) - actionmailer (= 5.2.3) - actionpack (= 5.2.3) - actionview (= 5.2.3) - activejob (= 5.2.3) - activemodel (= 5.2.3) - activerecord (= 5.2.3) - activestorage (= 5.2.3) - activesupport (= 5.2.3) + net-imap + net-pop + net-smtp + marcel (1.0.4) + method_source (1.1.0) + mini_mime (1.1.5) + mini_portile2 (2.8.6) + minitest (5.22.3) + msgpack (1.7.2) + net-imap (0.3.7) + date + net-protocol + net-pop (0.1.2) + net-protocol + net-protocol (0.2.2) + timeout + net-smtp (0.5.0) + net-protocol + nio4r (2.7.3) + nokogiri (1.13.10) + mini_portile2 (~> 2.8.0) + racc (~> 1.4) + pg (1.5.6) + puma (3.12.6) + racc (1.7.3) + rack (2.2.9) + rack-test (2.1.0) + rack (>= 1.3) + rails (5.2.8.1) + actioncable (= 5.2.8.1) + actionmailer (= 5.2.8.1) + actionpack (= 5.2.8.1) + actionview (= 5.2.8.1) + activejob (= 5.2.8.1) + activemodel (= 5.2.8.1) + activerecord (= 5.2.8.1) + activestorage (= 5.2.8.1) + activesupport (= 5.2.8.1) bundler (>= 1.3.0) - railties (= 5.2.3) + railties (= 5.2.8.1) sprockets-rails (>= 2.0.0) - rails-dom-testing (2.0.3) - activesupport (>= 4.2.0) + rails-dom-testing (2.2.0) + activesupport (>= 5.0.0) + minitest nokogiri (>= 1.6) - rails-html-sanitizer (1.0.4) - loofah (~> 2.2, >= 2.2.2) - railties (5.2.3) - actionpack (= 5.2.3) - activesupport (= 5.2.3) + rails-html-sanitizer (1.5.0) + loofah (~> 2.19, >= 2.19.1) + railties (5.2.8.1) + actionpack (= 5.2.8.1) + activesupport (= 5.2.8.1) method_source rake (>= 0.8.7) thor (>= 0.19.0, < 2.0) - rake (12.3.2) - rb-fsevent (0.10.3) - rb-inotify (0.10.0) + rake (13.2.1) + rb-fsevent (0.11.2) + rb-inotify (0.10.1) ffi (~> 1.0) ruby_dep (1.5.0) - sprockets (3.7.2) + sprockets (4.2.1) concurrent-ruby (~> 1.0) - rack (> 1, < 3) - sprockets-rails (3.2.1) - actionpack (>= 4.0) - activesupport (>= 4.0) + rack (>= 2.2.4, < 4) + sprockets-rails (3.4.2) + actionpack (>= 5.2) + activesupport (>= 5.2) sprockets (>= 3.0.0) - thor (0.20.3) + thor (1.3.1) thread_safe (0.3.6) - tzinfo (1.2.5) + timeout (0.4.1) + tzinfo (1.2.11) thread_safe (~> 0.1) web-console (3.7.0) actionview (>= 5.0) activemodel (>= 5.0) bindex (>= 0.4.0) railties (>= 5.0) - websocket-driver (0.7.0) + websocket-driver (0.7.6) websocket-extensions (>= 0.1.0) - websocket-extensions (0.1.3) + websocket-extensions (0.1.5) PLATFORMS ruby @@ -144,7 +159,7 @@ DEPENDENCIES web-console (>= 3.3.0) RUBY VERSION - ruby 2.6.3p62 + ruby 2.6.10p210 BUNDLED WITH 2.0.2 From d5bd4792fd1c65bec1d85d15f7f6a036e447e675 Mon Sep 17 00:00:00 2001 From: potashin Date: Sun, 12 May 2024 18:33:58 +0300 Subject: [PATCH 02/10] chore: add test --- Gemfile | 1 + Gemfile.lock | 5 ++ app/services/utils_service.rb | 34 +++++++++++ case-study-a.md | 56 +++++++++++++++++++ lib/tasks/build_small_fixtures.rake | 10 ++++ lib/tasks/utils.rake | 31 +--------- test/fixtures/files/.keep | 0 test/fixtures/files/small_buses.json | 1 + test/fixtures/files/small_buses_services.json | 1 + test/fixtures/files/small_cities.json | 1 + test/fixtures/files/small_services.json | 1 + test/fixtures/files/small_trips.json | 1 + test/services/utils_service_test.rb | 14 +++++ 13 files changed, 126 insertions(+), 30 deletions(-) create mode 100644 app/services/utils_service.rb create mode 100644 case-study-a.md create mode 100644 lib/tasks/build_small_fixtures.rake delete mode 100644 test/fixtures/files/.keep create mode 100644 test/fixtures/files/small_buses.json create mode 100644 test/fixtures/files/small_buses_services.json create mode 100644 test/fixtures/files/small_cities.json create mode 100644 test/fixtures/files/small_services.json create mode 100644 test/fixtures/files/small_trips.json create mode 100644 test/services/utils_service_test.rb diff --git a/Gemfile b/Gemfile index 4fe92f0a..036f2748 100644 --- a/Gemfile +++ b/Gemfile @@ -11,6 +11,7 @@ gem 'bootsnap', '>= 1.1.0', require: false group :development, :test do # Call 'byebug' anywhere in the code to stop execution and get a debugger console gem 'byebug', platforms: [:mri, :mingw, :x64_mingw] + gem 'pry' end group :development do diff --git a/Gemfile.lock b/Gemfile.lock index 820349db..b0c2bf05 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -48,6 +48,7 @@ GEM msgpack (~> 1.2) builder (3.2.4) byebug (11.1.3) + coderay (1.1.3) concurrent-ruby (1.2.3) crass (1.0.6) date (3.3.4) @@ -89,6 +90,9 @@ GEM mini_portile2 (~> 2.8.0) racc (~> 1.4) pg (1.5.6) + pry (0.14.2) + coderay (~> 1.1) + method_source (~> 1.0) puma (3.12.6) racc (1.7.3) rack (2.2.9) @@ -153,6 +157,7 @@ DEPENDENCIES byebug listen (>= 3.0.5, < 3.2) pg (>= 0.18, < 2.0) + pry puma (~> 3.11) rails (~> 5.2.3) tzinfo-data diff --git a/app/services/utils_service.rb b/app/services/utils_service.rb new file mode 100644 index 00000000..406c72f1 --- /dev/null +++ b/app/services/utils_service.rb @@ -0,0 +1,34 @@ +class UtilsService + TABLE_NAMES = %i[cities buses services trips buses_services].freeze + + def self.call(file_name) + json = JSON.parse(File.read(file_name)) + + ActiveRecord::Base.transaction do + TABLE_NAMES.each do |table_name| + ActiveRecord::Base.connection.execute("TRUNCATE #{table_name} RESTART IDENTITY;") + end + + json.each do |trip| + from = City.find_or_create_by(name: trip['from']) + to = City.find_or_create_by(name: trip['to']) + services = [] + trip['bus']['services'].each do |service| + s = Service.find_or_create_by(name: service) + services << s + end + bus = Bus.find_or_create_by(number: trip['bus']['number']) + bus.update(model: trip['bus']['model'], services: services) + + Trip.create!( + from: from, + to: to, + bus: bus, + start_time: trip['start_time'], + duration_minutes: trip['duration_minutes'], + price_cents: trip['price_cents'], + ) + end + end + end +end diff --git a/case-study-a.md b/case-study-a.md new file mode 100644 index 00000000..adfeb2cc --- /dev/null +++ b/case-study-a.md @@ -0,0 +1,56 @@ +# Case-study оптимизации + +## Актуальная проблема +В нашем проекте возникла серьёзная проблема. + +Необходимо было обработать файл с 1кк данных. + +У нас уже была программа на `ruby`, которая умела делать нужную обработку. + +Она успешно работала с файлом до 1к записей, но для большого файла она работала слишком долго, и не было понятно, закончит ли она вообще работу за какое-то разумное время. + +Я решил исправить эту проблему, оптимизировав эту программу. + +## Формирование метрики +Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: время загрузки medium файла (10к записей) + +## Гарантия корректности работы оптимизированной программы +Программа не поставлялась с тестом, поэтому перед выполнением оптимизации я добавил его самостоятельно: загрузка small файла с дальнейшим сравнением загруженных в бд данных с эталоном. Выполнение этого теста в фидбек-лупе позволяет не допустить изменения логики программы при оптимизации. + +## Feedback-Loop +Для того, чтобы иметь возможность быстро проверять гипотезы я выстроил эффективный `feedback-loop`, который позволил мне получать обратную связь по эффективности сделанных изменений за *время, которое у вас получилось* + +Вот как я построил `feedback_loop`: профилирование - изменение кода - тестирование – бенчмаркинг – откат при отсутствии разницы от оптимизации/сохранение результатов + +## Вникаем в детали системы, чтобы найти главные точки роста +Для того, чтобы найти "точки роста" для оптимизации я воспользовался *инструментами, которыми вы воспользовались* + +Вот какие проблемы удалось найти и решить + +### Ваша находка №1 +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +### Ваша находка №2 +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +### Ваша находка №X +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +## Результаты +В результате проделанной оптимизации наконец удалось обработать файл с данными. +Удалось улучшить метрику системы с *того, что у вас было в начале, до того, что получилось в конце* и уложиться в заданный бюджет. + +*Какими ещё результами можете поделиться* + +## Защита от регрессии производительности +Для защиты от потери достигнутого прогресса при дальнейших изменениях программы *о performance-тестах, которые вы написали* + diff --git a/lib/tasks/build_small_fixtures.rake b/lib/tasks/build_small_fixtures.rake new file mode 100644 index 00000000..ba2bef05 --- /dev/null +++ b/lib/tasks/build_small_fixtures.rake @@ -0,0 +1,10 @@ +task build_small_fixtures: :environment do + ::UtilsService.call('fixtures/small.json') + + %i[cities buses services trips buses_services].each do |table_name| + File.open("test/fixtures/files/small_#{table_name}.json", 'w+') do |file| + collection = ActiveRecord::Base.connection.execute("SELECT * FROM #{table_name} ORDER BY ID;").to_a.to_json + file.write(collection) + end + end +end diff --git a/lib/tasks/utils.rake b/lib/tasks/utils.rake index 540fe871..24ff057a 100644 --- a/lib/tasks/utils.rake +++ b/lib/tasks/utils.rake @@ -1,34 +1,5 @@ # Наивная загрузка данных из json-файла в БД # rake reload_json[fixtures/small.json] task :reload_json, [:file_name] => :environment do |_task, args| - json = JSON.parse(File.read(args.file_name)) - - ActiveRecord::Base.transaction do - City.delete_all - Bus.delete_all - Service.delete_all - Trip.delete_all - ActiveRecord::Base.connection.execute('delete from buses_services;') - - json.each do |trip| - from = City.find_or_create_by(name: trip['from']) - to = City.find_or_create_by(name: trip['to']) - services = [] - trip['bus']['services'].each do |service| - s = Service.find_or_create_by(name: service) - services << s - end - bus = Bus.find_or_create_by(number: trip['bus']['number']) - bus.update(model: trip['bus']['model'], services: services) - - Trip.create!( - from: from, - to: to, - bus: bus, - start_time: trip['start_time'], - duration_minutes: trip['duration_minutes'], - price_cents: trip['price_cents'], - ) - end - end + UtilsService.call(args.file_name) end diff --git a/test/fixtures/files/.keep b/test/fixtures/files/.keep deleted file mode 100644 index e69de29b..00000000 diff --git a/test/fixtures/files/small_buses.json b/test/fixtures/files/small_buses.json new file mode 100644 index 00000000..a5b7a915 --- /dev/null +++ b/test/fixtures/files/small_buses.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/test/services/utils_service_test.rb b/test/services/utils_service_test.rb new file mode 100644 index 00000000..5fd0a754 --- /dev/null +++ b/test/services/utils_service_test.rb @@ -0,0 +1,14 @@ +require_relative '../test_helper' + +class UtilsServiceTest < ActiveSupport::TestCase + setup do + ::UtilsService.call('fixtures/small.json') + end + + test 'validates exported data' do + ::UtilsService::TABLE_NAMES.each do |table_name| + collection = ActiveRecord::Base.connection.execute("select * from #{table_name} order by id;").to_a + assert_equal(collection, JSON.parse(File.read("#{Rails.root}/test/fixtures/files/small_#{table_name}.json"))) + end + end +end From ce43d25ffd2f401c264ec5dc49419fbaa45ce6e6 Mon Sep 17 00:00:00 2001 From: potashin Date: Sun, 12 May 2024 22:17:27 +0300 Subject: [PATCH 03/10] chore: use pg streaming --- .gitignore | 3 + Gemfile | 1 + Gemfile.lock | 2 + app/services/utils_service.rb | 185 ++++++++++++++++-- ...mall_fixtures.rake => build_fixtures.rake} | 6 +- test/fixtures/files/example_buses.json | 1 + .../files/example_buses_services.json | 1 + test/fixtures/files/example_cities.json | 1 + test/fixtures/files/example_services.json | 1 + test/fixtures/files/example_trips.json | 1 + test/fixtures/files/small_buses.json | 1 - test/fixtures/files/small_buses_services.json | 1 - test/fixtures/files/small_cities.json | 1 - test/fixtures/files/small_services.json | 1 - test/fixtures/files/small_trips.json | 1 - test/services/utils_service_test.rb | 11 +- 16 files changed, 183 insertions(+), 35 deletions(-) rename lib/tasks/{build_small_fixtures.rake => build_fixtures.rake} (51%) create mode 100644 test/fixtures/files/example_buses.json create mode 100644 test/fixtures/files/example_buses_services.json create mode 100644 test/fixtures/files/example_cities.json create mode 100644 test/fixtures/files/example_services.json create mode 100644 test/fixtures/files/example_trips.json delete mode 100644 test/fixtures/files/small_buses.json delete mode 100644 test/fixtures/files/small_buses_services.json delete mode 100644 test/fixtures/files/small_cities.json delete mode 100644 test/fixtures/files/small_services.json delete mode 100644 test/fixtures/files/small_trips.json diff --git a/.gitignore b/.gitignore index 59c74047..91330ec6 100644 --- a/.gitignore +++ b/.gitignore @@ -2,3 +2,6 @@ /tmp /log /public + +fixtures/1M.json +fixtures/10M.json \ No newline at end of file diff --git a/Gemfile b/Gemfile index 036f2748..006518a8 100644 --- a/Gemfile +++ b/Gemfile @@ -7,6 +7,7 @@ gem 'rails', '~> 5.2.3' gem 'pg', '>= 0.18', '< 2.0' gem 'puma', '~> 3.11' gem 'bootsnap', '>= 1.1.0', require: false +gem 'fast_jsonparser' group :development, :test do # Call 'byebug' anywhere in the code to stop execution and get a debugger console diff --git a/Gemfile.lock b/Gemfile.lock index b0c2bf05..669538c0 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -53,6 +53,7 @@ GEM crass (1.0.6) date (3.3.4) erubi (1.12.0) + fast_jsonparser (0.6.0) ffi (1.16.3) globalid (1.1.0) activesupport (>= 5.0) @@ -155,6 +156,7 @@ PLATFORMS DEPENDENCIES bootsnap (>= 1.1.0) byebug + fast_jsonparser listen (>= 3.0.5, < 3.2) pg (>= 0.18, < 2.0) pry diff --git a/app/services/utils_service.rb b/app/services/utils_service.rb index 406c72f1..b86c12e4 100644 --- a/app/services/utils_service.rb +++ b/app/services/utils_service.rb @@ -1,34 +1,177 @@ +# frozen_string_literal: true + class UtilsService TABLE_NAMES = %i[cities buses services trips buses_services].freeze def self.call(file_name) - json = JSON.parse(File.read(file_name)) + new.call(file_name) + end + + def initialize + @cities = {} + @buses = {} + @buses_services = {} + @services = {} + end + def call(file_name) ActiveRecord::Base.transaction do - TABLE_NAMES.each do |table_name| - ActiveRecord::Base.connection.execute("TRUNCATE #{table_name} RESTART IDENTITY;") + truncate + copy_trips(file_name) + copy_cities + copy_buses + copy_services + copy_buses_services + end + end + + def truncate + TABLE_NAMES.each do |table_name| + sql = <<~SQL + TRUNCATE #{table_name} RESTART IDENTITY; + SQL + + ActiveRecord::Base.connection.execute(sql) + end + end + + def copy_trips(file_name) + sql = <<~SQL + copy trips (from_id, to_id, start_time, duration_minutes, price_cents, bus_id) from stdin with csv delimiter ';' + SQL + + ActiveRecord::Base.connection.raw_connection.copy_data(sql) do + File.open(file_name) do |ff| + nesting = 0 + str = +"" + + while !ff.eof? + ch = ff.read(1) # читаем по одному символу + case + when ch == '{' # начинается объект, повышается вложенность + nesting += 1 + str << ch + when ch == '}' # заканчивается объект, понижается вложенность + nesting -= 1 + str << ch + + if nesting == 0 # если закончился объкет уровня trip, парсим и импортируем его + trip = FastJsonparser.parse(str) + + copy( + fetch_city_id(trip, :from), + fetch_city_id(trip, :to), + trip[:start_time], + trip[:duration_minutes], + trip[:price_cents], + fetch_bus_id(trip[:bus]) + ) + + str.clear + end + when nesting >= 1 + str << ch + end + end end + end + end + + def fetch_city_id(trip, key) + id = @cities[trip[key]] + if !id + id = @cities.size + 1 + @cities[trip[key]] = id + end + + id + end + + def fetch_bus_id(bus) + bus_key = [bus[:model], bus[:number]] + bus_id = @buses[bus_key] + + if !bus_id + bus_id = @buses.size + 1 + @buses[bus_key] = bus_id + + bus[:services].each do |service| + service_id = @services[service] + + if !service_id + service_id = @services.size + 1 + @services[service] ||= service_id + end - json.each do |trip| - from = City.find_or_create_by(name: trip['from']) - to = City.find_or_create_by(name: trip['to']) - services = [] - trip['bus']['services'].each do |service| - s = Service.find_or_create_by(name: service) - services << s + buses_service_id = @buses_services[[bus_id, service_id]] + if !buses_service_id + buses_service_id = @buses_services.size + 1 + @buses_services[[bus_id, service_id]] = buses_service_id end - bus = Bus.find_or_create_by(number: trip['bus']['number']) - bus.update(model: trip['bus']['model'], services: services) - - Trip.create!( - from: from, - to: to, - bus: bus, - start_time: trip['start_time'], - duration_minutes: trip['duration_minutes'], - price_cents: trip['price_cents'], - ) end end + + bus_id + end + + def copy_cities + sql = <<~SQL + copy cities (id, name) from stdin with csv delimiter ';' + SQL + + ActiveRecord::Base.connection.raw_connection.copy_data(sql) do + @cities.each do |name, id| + copy(id, name) + end + end + + @cities.clear + end + + def copy_buses + sql = <<~SQL + copy buses (id, model, number) from stdin with csv delimiter ';' + SQL + + ActiveRecord::Base.connection.raw_connection.copy_data(sql) do + @buses.each do |(model, number), id| + copy(id, model, number) + end + end + + @buses.clear + end + + def copy_services + sql = <<~SQL + copy services (id, name) from stdin with csv delimiter ';' + SQL + + ActiveRecord::Base.connection.raw_connection.copy_data(sql) do + @services.each do |name, id| + copy(id, name) + end + end + + @services.clear + end + + def copy_buses_services + sql = <<~SQL + copy buses_services (id, bus_id, service_id) from stdin with csv delimiter ';' + SQL + + ActiveRecord::Base.connection.raw_connection.copy_data(sql) do + @buses_services.each do |(bus_id, service_id), id| + copy(id, bus_id, service_id) + end + end + + @buses_services.clear + end + + def copy(*values) + # стримим подготовленный чанк данных в postgres + ActiveRecord::Base.connection.raw_connection.put_copy_data(values.join(';') << "\n") end end diff --git a/lib/tasks/build_small_fixtures.rake b/lib/tasks/build_fixtures.rake similarity index 51% rename from lib/tasks/build_small_fixtures.rake rename to lib/tasks/build_fixtures.rake index ba2bef05..7e610ec6 100644 --- a/lib/tasks/build_small_fixtures.rake +++ b/lib/tasks/build_fixtures.rake @@ -1,8 +1,8 @@ -task build_small_fixtures: :environment do - ::UtilsService.call('fixtures/small.json') +task :build_fixtures, [:file_name] => :environment do |_task, args| + ::UtilsService.call("fixtures/#{args.file_name}.json") %i[cities buses services trips buses_services].each do |table_name| - File.open("test/fixtures/files/small_#{table_name}.json", 'w+') do |file| + File.open("test/fixtures/files/#{args.file_name}_#{table_name}.json", 'w+') do |file| collection = ActiveRecord::Base.connection.execute("SELECT * FROM #{table_name} ORDER BY ID;").to_a.to_json file.write(collection) end diff --git a/test/fixtures/files/example_buses.json b/test/fixtures/files/example_buses.json new file mode 100644 index 00000000..effe6e3c --- /dev/null +++ b/test/fixtures/files/example_buses.json @@ -0,0 +1 @@ +[{"id":1,"number":"123","model":"Икарус"}] \ No newline at end of file diff --git a/test/fixtures/files/example_buses_services.json b/test/fixtures/files/example_buses_services.json new file mode 100644 index 00000000..0e5e177d --- /dev/null +++ b/test/fixtures/files/example_buses_services.json @@ -0,0 +1 @@ +[{"id":1,"bus_id":1,"service_id":1},{"id":2,"bus_id":1,"service_id":2}] \ No newline at end of file diff --git a/test/fixtures/files/example_cities.json b/test/fixtures/files/example_cities.json new file mode 100644 index 00000000..c5c1a303 --- /dev/null +++ b/test/fixtures/files/example_cities.json @@ -0,0 +1 @@ +[{"id":1,"name":"Москва"},{"id":2,"name":"Самара"}] \ No newline at end of file diff --git a/test/fixtures/files/example_services.json b/test/fixtures/files/example_services.json new file mode 100644 index 00000000..fab64f10 --- /dev/null +++ b/test/fixtures/files/example_services.json @@ -0,0 +1 @@ +[{"id":1,"name":"Туалет"},{"id":2,"name":"WiFi"}] \ No newline at end of file diff --git a/test/fixtures/files/example_trips.json b/test/fixtures/files/example_trips.json new file mode 100644 index 00000000..4e8de20d --- /dev/null +++ b/test/fixtures/files/example_trips.json @@ -0,0 +1 @@ +[{"id":1,"from_id":1,"to_id":2,"start_time":"11:00","duration_minutes":168,"price_cents":474,"bus_id":1},{"id":2,"from_id":2,"to_id":1,"start_time":"17:30","duration_minutes":37,"price_cents":173,"bus_id":1},{"id":3,"from_id":1,"to_id":2,"start_time":"12:00","duration_minutes":323,"price_cents":672,"bus_id":1},{"id":4,"from_id":2,"to_id":1,"start_time":"18:30","duration_minutes":315,"price_cents":969,"bus_id":1},{"id":5,"from_id":1,"to_id":2,"start_time":"13:00","duration_minutes":304,"price_cents":641,"bus_id":1},{"id":6,"from_id":2,"to_id":1,"start_time":"19:30","duration_minutes":21,"price_cents":663,"bus_id":1},{"id":7,"from_id":1,"to_id":2,"start_time":"14:00","duration_minutes":598,"price_cents":629,"bus_id":1},{"id":8,"from_id":2,"to_id":1,"start_time":"20:30","duration_minutes":292,"price_cents":22,"bus_id":1},{"id":9,"from_id":1,"to_id":2,"start_time":"15:00","duration_minutes":127,"price_cents":795,"bus_id":1},{"id":10,"from_id":2,"to_id":1,"start_time":"21:30","duration_minutes":183,"price_cents":846,"bus_id":1}] \ No newline at end of file diff --git a/test/fixtures/files/small_buses.json b/test/fixtures/files/small_buses.json deleted file mode 100644 index a5b7a915..00000000 --- a/test/fixtures/files/small_buses.json +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file diff --git a/test/services/utils_service_test.rb b/test/services/utils_service_test.rb index 5fd0a754..f8ab00cf 100644 --- a/test/services/utils_service_test.rb +++ b/test/services/utils_service_test.rb @@ -1,14 +1,13 @@ require_relative '../test_helper' class UtilsServiceTest < ActiveSupport::TestCase - setup do - ::UtilsService.call('fixtures/small.json') - end - test 'validates exported data' do - ::UtilsService::TABLE_NAMES.each do |table_name| + ::UtilsService.call('fixtures/example.json') + + ::UtilsService::TABLE_NAMES.each do |table_name| + test "validates #{table_name} data" do collection = ActiveRecord::Base.connection.execute("select * from #{table_name} order by id;").to_a - assert_equal(collection, JSON.parse(File.read("#{Rails.root}/test/fixtures/files/small_#{table_name}.json"))) + assert_equal(collection, JSON.parse(File.read("#{Rails.root}/test/fixtures/files/example_#{table_name}.json"))) end end end From e049650c3f17a8ff4abfbd44d15dd044a67ded53 Mon Sep 17 00:00:00 2001 From: potashin Date: Wed, 15 May 2024 00:15:24 +0300 Subject: [PATCH 04/10] chore: update case study a --- case-study-a.md | 37 +++++-------------------------------- 1 file changed, 5 insertions(+), 32 deletions(-) diff --git a/case-study-a.md b/case-study-a.md index adfeb2cc..7e5c259e 100644 --- a/case-study-a.md +++ b/case-study-a.md @@ -12,45 +12,18 @@ Я решил исправить эту проблему, оптимизировав эту программу. ## Формирование метрики -Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: время загрузки medium файла (10к записей) +Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: время загрузки medium файла (10к записей, 77 секунд в первой итерации) ## Гарантия корректности работы оптимизированной программы -Программа не поставлялась с тестом, поэтому перед выполнением оптимизации я добавил его самостоятельно: загрузка small файла с дальнейшим сравнением загруженных в бд данных с эталоном. Выполнение этого теста в фидбек-лупе позволяет не допустить изменения логики программы при оптимизации. +Программа не поставлялась с тестом, поэтому перед выполнением оптимизации я добавил его самостоятельно: загрузка example файла с дальнейшим сравнением загруженных в бд данных с эталоном. Выполнение этого теста в фидбек-лупе позволяет не допустить изменения логики программы при оптимизации. ## Feedback-Loop -Для того, чтобы иметь возможность быстро проверять гипотезы я выстроил эффективный `feedback-loop`, который позволил мне получать обратную связь по эффективности сделанных изменений за *время, которое у вас получилось* - Вот как я построил `feedback_loop`: профилирование - изменение кода - тестирование – бенчмаркинг – откат при отсутствии разницы от оптимизации/сохранение результатов ## Вникаем в детали системы, чтобы найти главные точки роста -Для того, чтобы найти "точки роста" для оптимизации я воспользовался *инструментами, которыми вы воспользовались* - -Вот какие проблемы удалось найти и решить - -### Ваша находка №1 -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? - -### Ваша находка №2 -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? - -### Ваша находка №X -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? +Главной точкой роста является изменение загрузки на потоковую: посимвольное чтение файла, формирование целостного объекта trip и загрузка в систему путем использования функционала COPY в PG. ## Результаты -В результате проделанной оптимизации наконец удалось обработать файл с данными. -Удалось улучшить метрику системы с *того, что у вас было в начале, до того, что получилось в конце* и уложиться в заданный бюджет. - -*Какими ещё результами можете поделиться* - -## Защита от регрессии производительности -Для защиты от потери достигнутого прогресса при дальнейших изменениях программы *о performance-тестах, которые вы написали* +В результате проделанной оптимизации наконец удалось обработать файл с данными (файл с 1м записей стал грузится за 57 секунд). +Удалось улучшить метрику системы с с 77 секунд до 1.5с и уложиться в заданный бюджет. From 46a0aa66895caeff3136cda23d87b701f24fb465 Mon Sep 17 00:00:00 2001 From: potashin Date: Wed, 15 May 2024 00:42:16 +0300 Subject: [PATCH 05/10] chore: add case study b, add specs to fight regression --- Gemfile | 4 + Gemfile.lock | 14 ++++ case-study-a.md | 6 +- case-study-b.md | 53 ++++++++++++ test/controllers/trips/index_test.rb | 16 ++++ test/fixtures/files/example_index.html | 112 +++++++++++++++++++++++++ 6 files changed, 203 insertions(+), 2 deletions(-) create mode 100644 case-study-b.md create mode 100644 test/controllers/trips/index_test.rb create mode 100644 test/fixtures/files/example_index.html diff --git a/Gemfile b/Gemfile index 006518a8..328c0ffa 100644 --- a/Gemfile +++ b/Gemfile @@ -9,16 +9,20 @@ gem 'puma', '~> 3.11' gem 'bootsnap', '>= 1.1.0', require: false gem 'fast_jsonparser' +gem 'rack-mini-profiler' + group :development, :test do # Call 'byebug' anywhere in the code to stop execution and get a debugger console gem 'byebug', platforms: [:mri, :mingw, :x64_mingw] gem 'pry' + gem 'bullet' end group :development do # Access an interactive console on exception pages or by calling 'console' anywhere in the code. gem 'web-console', '>= 3.3.0' gem 'listen', '>= 3.0.5', '< 3.2' + gem 'meta_request' end group :test do diff --git a/Gemfile.lock b/Gemfile.lock index 669538c0..537f4a98 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -47,6 +47,9 @@ GEM bootsnap (1.18.3) msgpack (~> 1.2) builder (3.2.4) + bullet (7.1.6) + activesupport (>= 3.0.0) + uniform_notifier (~> 1.11) byebug (11.1.3) coderay (1.1.3) concurrent-ruby (1.2.3) @@ -72,6 +75,9 @@ GEM net-pop net-smtp marcel (1.0.4) + meta_request (0.8.2) + rack-contrib (>= 1.1, < 3) + railties (>= 3.0.0, < 8) method_source (1.1.0) mini_mime (1.1.5) mini_portile2 (2.8.6) @@ -97,6 +103,10 @@ GEM puma (3.12.6) racc (1.7.3) rack (2.2.9) + rack-contrib (2.4.0) + rack (< 4) + rack-mini-profiler (3.1.1) + rack (>= 1.2.0) rack-test (2.1.0) rack (>= 1.3) rails (5.2.8.1) @@ -141,6 +151,7 @@ GEM timeout (0.4.1) tzinfo (1.2.11) thread_safe (~> 0.1) + uniform_notifier (1.16.0) web-console (3.7.0) actionview (>= 5.0) activemodel (>= 5.0) @@ -155,12 +166,15 @@ PLATFORMS DEPENDENCIES bootsnap (>= 1.1.0) + bullet byebug fast_jsonparser listen (>= 3.0.5, < 3.2) + meta_request pg (>= 0.18, < 2.0) pry puma (~> 3.11) + rack-mini-profiler rails (~> 5.2.3) tzinfo-data web-console (>= 3.3.0) diff --git a/case-study-a.md b/case-study-a.md index 7e5c259e..de49b744 100644 --- a/case-study-a.md +++ b/case-study-a.md @@ -24,6 +24,8 @@ Главной точкой роста является изменение загрузки на потоковую: посимвольное чтение файла, формирование целостного объекта trip и загрузка в систему путем использования функционала COPY в PG. ## Результаты -В результате проделанной оптимизации наконец удалось обработать файл с данными (файл с 1м записей стал грузится за 57 секунд). -Удалось улучшить метрику системы с с 77 секунд до 1.5с и уложиться в заданный бюджет. +В результате проделанной оптимизации наконец удалось обработать файл с данными. +Удалось улучшить метрику системы с с 77 секунд до 1.5с для medium и уложиться в заданный бюджет. +Файл large грузится за 7 секунд +Файл 1м стал грузится за 57 секунд. diff --git a/case-study-b.md b/case-study-b.md new file mode 100644 index 00000000..191f651a --- /dev/null +++ b/case-study-b.md @@ -0,0 +1,53 @@ +# Case-study оптимизации + +## Актуальная проблема +В нашем проекте возникла серьёзная проблема. + +Необходимо было обработать файл с данными, чуть больше ста мегабайт. + +У нас уже была программа на `ruby`, которая умела делать нужную обработку. + +Она успешно работала на файлах размером пару мегабайт, но для большого файла она работала слишком долго, и не было понятно, закончит ли она вообще работу за какое-то разумное время. + +Я решил исправить эту проблему, оптимизировав эту программу. + +## Формирование метрики +Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: *тут ваша метрика* + +## Гарантия корректности работы оптимизированной программы +Программа не поставлялась с тестом, поэтому перед выполнением оптимизации я добавил его самостоятельно: результат работы страницы `автобусы/Самара/Москва` для данных из файла `fixtures/example.json` сравнивается с тем, который был сформирован до изменений. + +## Feedback-Loop +Для того, чтобы иметь возможность быстро проверять гипотезы я выстроил эффективный `feedback-loop`, который позволил мне получать обратную связь по эффективности сделанных изменений за *время, которое у вас получилось* + +Вот как я построил `feedback_loop`: профилирование - изменение кода - тестирование – бенчмаркинг – откат при отсутствии разницы от оптимизации/сохранение результатов + +## Вникаем в детали системы, чтобы найти главные точки роста +Для того, чтобы найти "точки роста" для оптимизации я воспользовался *инструментами, которыми вы воспользовались* + +Вот какие проблемы удалось найти и решить + +### Ваша находка №1 +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +### Ваша находка №2 +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +### Ваша находка №X +- какой отчёт показал главную точку роста +- как вы решили её оптимизировать +- как изменилась метрика +- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + +## Результаты +В результате проделанной оптимизации наконец удалось обработать файл с данными. +Удалось улучшить метрику системы с *того, что у вас было в начале, до того, что получилось в конце* и уложиться в заданный бюджет. + +## Защита от регрессии производительности +Для защиты от потери достигнутого прогресса при дальнейших изменениях программы *о performance-тестах, которые вы написали* diff --git a/test/controllers/trips/index_test.rb b/test/controllers/trips/index_test.rb new file mode 100644 index 00000000..8713efc5 --- /dev/null +++ b/test/controllers/trips/index_test.rb @@ -0,0 +1,16 @@ +# frozen_string_literal: true + +require_relative '../../test_helper' + +class TripsController::IndexTest < ActionController::TestCase + def setup + ::UtilsService.call('fixtures/example.json') + end + + def test_html + get(:index, params: {from: 'Самара', to: 'Москва'}) + + assert_response(:success) + assert_equal(@response.body, File.read('test/fixtures/files/example_index.html')) + end +end diff --git a/test/fixtures/files/example_index.html b/test/fixtures/files/example_index.html new file mode 100644 index 00000000..f5c4814c --- /dev/null +++ b/test/fixtures/files/example_index.html @@ -0,0 +1,112 @@ + + + + Task4 + + + + + + + + +

+ Автобусы Самара – Москва +

+

+ В расписании 5 рейсов +

+ +
    +
  • Отправление: 17:30
    • +
  • Прибытие: 18:07
    • +
  • В пути: 0ч. 37мин.
    • +
  • Цена: 1р. 73коп.
    • +
  • Автобус: Икарус №123
    • + +
  • Сервисы в автобусе:
    • +
      +
    • Туалет
      • + +
    • WiFi
      • + +
    + +
+ ==================================================== + +
    +
  • Отправление: 18:30
    • +
  • Прибытие: 23:45
    • +
  • В пути: 5ч. 15мин.
    • +
  • Цена: 9р. 69коп.
    • +
  • Автобус: Икарус №123
    • + +
  • Сервисы в автобусе:
    • +
      +
    • Туалет
      • + +
    • WiFi
      • + +
    + +
+ ==================================================== + +
    +
  • Отправление: 19:30
    • +
  • Прибытие: 19:51
    • +
  • В пути: 0ч. 21мин.
    • +
  • Цена: 6р. 63коп.
    • +
  • Автобус: Икарус №123
    • + +
  • Сервисы в автобусе:
    • +
      +
    • Туалет
      • + +
    • WiFi
      • + +
    + +
+ ==================================================== + +
    +
  • Отправление: 20:30
    • +
  • Прибытие: 01:22
    • +
  • В пути: 4ч. 52мин.
    • +
  • Цена: 0р. 22коп.
    • +
  • Автобус: Икарус №123
    • + +
  • Сервисы в автобусе:
    • +
      +
    • Туалет
      • + +
    • WiFi
      • + +
    + +
+ ==================================================== + +
    +
  • Отправление: 21:30
    • +
  • Прибытие: 00:33
    • +
  • В пути: 3ч. 3мин.
    • +
  • Цена: 8р. 46коп.
    • +
  • Автобус: Икарус №123
    • + +
  • Сервисы в автобусе:
    • +
      +
    • Туалет
      • + +
    • WiFi
      • + +
    + +
+ ==================================================== + + + + From 9ecd74e1603bc8fc441d4faf8f61393ad34927b4 Mon Sep 17 00:00:00 2001 From: potashin Date: Wed, 15 May 2024 22:00:32 +0300 Subject: [PATCH 06/10] chore: 1st step case b & annotate --- Gemfile | 1 + Gemfile.lock | 4 ++++ Readme.md | 8 ++++---- app/controllers/trips_controller.rb | 2 +- app/models/bus.rb | 8 ++++++++ app/models/city.rb | 7 +++++++ app/models/service.rb | 7 +++++++ app/models/trip.rb | 12 ++++++++++++ app/views/trips/index.html.erb | 2 +- case-study-b.md | 12 ++++++------ 10 files changed, 51 insertions(+), 12 deletions(-) diff --git a/Gemfile b/Gemfile index 328c0ffa..f11ae0b7 100644 --- a/Gemfile +++ b/Gemfile @@ -23,6 +23,7 @@ group :development do gem 'web-console', '>= 3.3.0' gem 'listen', '>= 3.0.5', '< 3.2' gem 'meta_request' + gem 'annotate' end group :test do diff --git a/Gemfile.lock b/Gemfile.lock index 537f4a98..69e09af1 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -42,6 +42,9 @@ GEM i18n (>= 0.7, < 2) minitest (~> 5.1) tzinfo (~> 1.1) + annotate (3.2.0) + activerecord (>= 3.2, < 8.0) + rake (>= 10.4, < 14.0) arel (9.0.0) bindex (0.8.1) bootsnap (1.18.3) @@ -165,6 +168,7 @@ PLATFORMS ruby DEPENDENCIES + annotate bootsnap (>= 1.1.0) bullet byebug diff --git a/Readme.md b/Readme.md index 20b4eda3..fa1008be 100644 --- a/Readme.md +++ b/Readme.md @@ -43,10 +43,10 @@ Нужно найти и устранить проблемы, замедляющие формирование этих страниц. Попробуйте воспользоваться -- [ ] `rack-mini-profiler` -- [ ] `rails panel` -- [ ] `bullet` -- [ ] `explain` запросов +- [x] `rack-mini-profiler` +- [x] `rails panel` +- [x] `bullet` +- [x] `explain` запросов ### Сдача задания `PR` в этот репозиторий с кодом и case-study наподобие первых двух недель. На этот раз шаблона нет, законспектируйте ваш процесс оптимизации в свободной форме. diff --git a/app/controllers/trips_controller.rb b/app/controllers/trips_controller.rb index acb38be2..eb2dee12 100644 --- a/app/controllers/trips_controller.rb +++ b/app/controllers/trips_controller.rb @@ -2,6 +2,6 @@ class TripsController < ApplicationController def index @from = City.find_by_name!(params[:from]) @to = City.find_by_name!(params[:to]) - @trips = Trip.where(from: @from, to: @to).order(:start_time) + @trips = Trip.where(from: @from, to: @to).preload(bus: :services).order(:start_time) end end diff --git a/app/models/bus.rb b/app/models/bus.rb index 1dcc54cb..03b3ffae 100644 --- a/app/models/bus.rb +++ b/app/models/bus.rb @@ -1,3 +1,11 @@ +# == Schema Information +# +# Table name: buses +# +# id :bigint not null, primary key +# number :string +# model :string +# class Bus < ApplicationRecord MODELS = [ 'Икарус', diff --git a/app/models/city.rb b/app/models/city.rb index 19ec7f36..957290d8 100644 --- a/app/models/city.rb +++ b/app/models/city.rb @@ -1,3 +1,10 @@ +# == Schema Information +# +# Table name: cities +# +# id :bigint not null, primary key +# name :string +# class City < ApplicationRecord validates :name, presence: true, uniqueness: true validate :name_has_no_spaces diff --git a/app/models/service.rb b/app/models/service.rb index 9cbb2a32..b2cdd9a2 100644 --- a/app/models/service.rb +++ b/app/models/service.rb @@ -1,3 +1,10 @@ +# == Schema Information +# +# Table name: services +# +# id :bigint not null, primary key +# name :string +# class Service < ApplicationRecord SERVICES = [ 'WiFi', diff --git a/app/models/trip.rb b/app/models/trip.rb index 9d63dfff..f610f267 100644 --- a/app/models/trip.rb +++ b/app/models/trip.rb @@ -1,3 +1,15 @@ +# == Schema Information +# +# Table name: trips +# +# id :bigint not null, primary key +# from_id :integer +# to_id :integer +# start_time :string +# duration_minutes :integer +# price_cents :integer +# bus_id :integer +# class Trip < ApplicationRecord HHMM_REGEXP = /([0-1][0-9]|[2][0-3]):[0-5][0-9]/ diff --git a/app/views/trips/index.html.erb b/app/views/trips/index.html.erb index a60bce41..4b3548f7 100644 --- a/app/views/trips/index.html.erb +++ b/app/views/trips/index.html.erb @@ -2,7 +2,7 @@ <%= "Автобусы #{@from.name} – #{@to.name}" %>

- <%= "В расписании #{@trips.count} рейсов" %> + <%= "В расписании #{@trips.size} рейсов" %>

<% @trips.each do |trip| %> diff --git a/case-study-b.md b/case-study-b.md index 191f651a..79b112a1 100644 --- a/case-study-b.md +++ b/case-study-b.md @@ -12,7 +12,7 @@ Я решил исправить эту проблему, оптимизировав эту программу. ## Формирование метрики -Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: *тут ваша метрика* +Для того, чтобы понимать, дают ли мои изменения положительный эффект на быстродействие программы я придумал использовать такую метрику: время загрузки страницы `автобусы/Самара/Москва` при наличии 100к поездок в базе данных. Начальное измерение – 13.3с. ## Гарантия корректности работы оптимизированной программы Программа не поставлялась с тестом, поэтому перед выполнением оптимизации я добавил его самостоятельно: результат работы страницы `автобусы/Самара/Москва` для данных из файла `fixtures/example.json` сравнивается с тем, который был сформирован до изменений. @@ -23,15 +23,15 @@ Вот как я построил `feedback_loop`: профилирование - изменение кода - тестирование – бенчмаркинг – откат при отсутствии разницы от оптимизации/сохранение результатов ## Вникаем в детали системы, чтобы найти главные точки роста -Для того, чтобы найти "точки роста" для оптимизации я воспользовался *инструментами, которыми вы воспользовались* +Для того, чтобы найти "точки роста" для оптимизации я воспользовался rack mini profiler Вот какие проблемы удалось найти и решить ### Ваша находка №1 -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? +- rack mini profiler показал, что N+1 проблему `SELECT "buses".* FROM "buses" WHERE "buses"."id" = $1 LIMIT $2; ` + `SELECT "services".* FROM "services" INNER JOIN "buses_services" ON "services"."id" = "buses_services"."service_id" WHERE "buses_services"."bus_id" = $1;` в `trips/_services.html.erb` (на 1004 рейса 690 sql buses + services) +- делаю `.preload(bus: :services)` для `trips` +- метрика снизилась до 6 секунд +- количество sql запросов для `trips/index.html.erb` сократилось до 12 ### Ваша находка №2 - какой отчёт показал главную точку роста From 028cd9e9d8e8fae5159abfc5406b5bd9deee3d1b Mon Sep 17 00:00:00 2001 From: potashin Date: Wed, 15 May 2024 23:10:56 +0300 Subject: [PATCH 07/10] chore: 2nd step case b --- Gemfile | 2 ++ Gemfile.lock | 3 +++ app/views/trips/_services.html.erb | 4 +--- app/views/trips/_trip.html.erb | 16 ++++++++++----- app/views/trips/index.html.erb | 14 +++++-------- case-study-b.md | 17 +++++++++------- config/environments/development.rb | 4 ++++ config/initializers/strong_migrations.rb | 26 ++++++++++++++++++++++++ test/controllers/trips/index_test.rb | 2 +- 9 files changed, 63 insertions(+), 25 deletions(-) create mode 100644 config/initializers/strong_migrations.rb diff --git a/Gemfile b/Gemfile index f11ae0b7..f63a83e3 100644 --- a/Gemfile +++ b/Gemfile @@ -26,6 +26,8 @@ group :development do gem 'annotate' end +gem 'strong_migrations' + group :test do end diff --git a/Gemfile.lock b/Gemfile.lock index 69e09af1..46a7ae60 100644 --- a/Gemfile.lock +++ b/Gemfile.lock @@ -149,6 +149,8 @@ GEM actionpack (>= 5.2) activesupport (>= 5.2) sprockets (>= 3.0.0) + strong_migrations (1.8.0) + activerecord (>= 5.2) thor (1.3.1) thread_safe (0.3.6) timeout (0.4.1) @@ -180,6 +182,7 @@ DEPENDENCIES puma (~> 3.11) rack-mini-profiler rails (~> 5.2.3) + strong_migrations tzinfo-data web-console (>= 3.3.0) diff --git a/app/views/trips/_services.html.erb b/app/views/trips/_services.html.erb index 2de639fc..aad3b477 100644 --- a/app/views/trips/_services.html.erb +++ b/app/views/trips/_services.html.erb @@ -1,6 +1,4 @@
  • Сервисы в автобусе:
      • - <% services.each do |service| %> - <%= render "service", service: service %> - <% end %> + <%= render partial: "service", collection: services %>
    diff --git a/app/views/trips/_trip.html.erb b/app/views/trips/_trip.html.erb index fa1de9aa..21f19921 100644 --- a/app/views/trips/_trip.html.erb +++ b/app/views/trips/_trip.html.erb @@ -1,5 +1,11 @@ -
  • <%= "Отправление: #{trip.start_time}" %>
    • -
  • <%= "Прибытие: #{(Time.parse(trip.start_time) + trip.duration_minutes.minutes).strftime('%H:%M')}" %>
    • -
  • <%= "В пути: #{trip.duration_minutes / 60}ч. #{trip.duration_minutes % 60}мин." %>
    • -
  • <%= "Цена: #{trip.price_cents / 100}р. #{trip.price_cents % 100}коп." %>
    • -
  • <%= "Автобус: #{trip.bus.model} №#{trip.bus.number}" %>
    • +
      +
    • <%= "Отправление: #{trip.start_time}" %>
      • +
    • <%= "Прибытие: #{(Time.parse(trip.start_time) + trip.duration_minutes.minutes).strftime('%H:%M')}" %>
      • +
    • <%= "В пути: #{trip.duration_minutes / 60}ч. #{trip.duration_minutes % 60}мин." %>
      • +
    • <%= "Цена: #{trip.price_cents / 100}р. #{trip.price_cents % 100}коп." %>
      • +
    • <%= "Автобус: #{trip.bus.model} №#{trip.bus.number}" %>
      • + <% if trip.bus.services.present? %> + <%= render "services", services: trip.bus.services %> + <% end %> +
    + diff --git a/app/views/trips/index.html.erb b/app/views/trips/index.html.erb index 4b3548f7..f0908f3b 100644 --- a/app/views/trips/index.html.erb +++ b/app/views/trips/index.html.erb @@ -2,15 +2,11 @@ <%= "Автобусы #{@from.name} – #{@to.name}" %>

    - <%= "В расписании #{@trips.size} рейсов" %> + <%= "В расписании #{@trips.count} рейсов" %>

    -<% @trips.each do |trip| %> -
      - <%= render "trip", trip: trip %> - <% if trip.bus.services.present? %> - <%= render "services", services: trip.bus.services %> - <% end %> -
    - <%= render "delimiter" %> +<%= render partial: "trip", collection: @trips, spacer_template: 'delimiter' %> + +<% if @trips.size > 0 %> + <%= render "delimiter" %> <% end %> diff --git a/case-study-b.md b/case-study-b.md index 79b112a1..3dbb45e2 100644 --- a/case-study-b.md +++ b/case-study-b.md @@ -33,17 +33,20 @@ - метрика снизилась до 6 секунд - количество sql запросов для `trips/index.html.erb` сократилось до 12 +### Ваша находка 2 +- rack mini profiler (и логи веб сервера) показал, что основное время тратится на рендеринг шаблонов (`trips/index.html.erb 2091.1 +4917.9`). +- рендереринг всех коллекций через `render partial:` +- метрика снизилась до 1 секунды +- `Rendering: trips/index.html.erb 716.2 975.7` + ### Ваша находка №2 -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать +- rack mini profiler показал, что дольше всего (412.1 ms) выполняется запрос `SELECT "buses_services".* FROM "buses_services" WHERE "buses_services"."bus_id" IN ($1, <...>`. делаю explain, он показывает `Seq Scan on buses_services` как основную точку роста. +- Добавляю индекс на `bus_id` - как изменилась метрика - как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? -### Ваша находка №X -- какой отчёт показал главную точку роста -- как вы решили её оптимизировать -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? + ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. diff --git a/config/environments/development.rb b/config/environments/development.rb index 1311e3e4..2c651d75 100644 --- a/config/environments/development.rb +++ b/config/environments/development.rb @@ -58,4 +58,8 @@ # Use an evented file watcher to asynchronously detect changes in source code, # routes, locales, etc. This feature depends on the listen gem. config.file_watcher = ActiveSupport::EventedFileUpdateChecker + + # Bullet.enable = true + # Bullet.bullet_logger = true + # Bullet.console = true end diff --git a/config/initializers/strong_migrations.rb b/config/initializers/strong_migrations.rb new file mode 100644 index 00000000..73a0aac4 --- /dev/null +++ b/config/initializers/strong_migrations.rb @@ -0,0 +1,26 @@ +# Mark existing migrations as safe +StrongMigrations.start_after = 20240515192014 + +# Set timeouts for migrations +# If you use PgBouncer in transaction mode, delete these lines and set timeouts on the database user +StrongMigrations.lock_timeout = 10.seconds +StrongMigrations.statement_timeout = 1.hour + +# Analyze tables after indexes are added +# Outdated statistics can sometimes hurt performance +StrongMigrations.auto_analyze = true + +# Set the version of the production database +# so the right checks are run in development +# StrongMigrations.target_version = 10 + +# Add custom checks +# StrongMigrations.add_check do |method, args| +# if method == :add_index && args[0].to_s == "users" +# stop! "No more indexes on the users table" +# end +# end + +# Make some operations safe by default +# See https://github.com/ankane/strong_migrations#safe-by-default +# StrongMigrations.safe_by_default = true diff --git a/test/controllers/trips/index_test.rb b/test/controllers/trips/index_test.rb index 8713efc5..d1025fc8 100644 --- a/test/controllers/trips/index_test.rb +++ b/test/controllers/trips/index_test.rb @@ -11,6 +11,6 @@ def test_html get(:index, params: {from: 'Самара', to: 'Москва'}) assert_response(:success) - assert_equal(@response.body, File.read('test/fixtures/files/example_index.html')) + assert_equal(@response.body.squish, File.read('test/fixtures/files/example_index.html').squish) end end From c315cda3de6f67969b896d46a6f4f418025531d0 Mon Sep 17 00:00:00 2001 From: potashin Date: Wed, 15 May 2024 23:46:29 +0300 Subject: [PATCH 08/10] chore: 3rd & 4th steps case b --- app/controllers/trips_controller.rb | 3 ++- app/models/bus.rb | 3 ++- app/models/bus_service.rb | 14 ++++++++++++++ app/models/service.rb | 3 ++- app/views/trips/_service.html.erb | 2 +- app/views/trips/_services.html.erb | 2 +- app/views/trips/_trip.html.erb | 4 ++-- app/views/trips/index.html.erb | 4 ++-- case-study-b.md | 20 ++++++++++++++++---- 9 files changed, 42 insertions(+), 13 deletions(-) create mode 100644 app/models/bus_service.rb diff --git a/app/controllers/trips_controller.rb b/app/controllers/trips_controller.rb index eb2dee12..48f912b1 100644 --- a/app/controllers/trips_controller.rb +++ b/app/controllers/trips_controller.rb @@ -2,6 +2,7 @@ class TripsController < ApplicationController def index @from = City.find_by_name!(params[:from]) @to = City.find_by_name!(params[:to]) - @trips = Trip.where(from: @from, to: @to).preload(bus: :services).order(:start_time) + @services = Service.pluck(:id, :name).to_h + @trips = Trip.where(from: @from, to: @to).preload(bus: :bus_services).order(:start_time) end end diff --git a/app/models/bus.rb b/app/models/bus.rb index 03b3ffae..d974952b 100644 --- a/app/models/bus.rb +++ b/app/models/bus.rb @@ -21,7 +21,8 @@ class Bus < ApplicationRecord ].freeze has_many :trips - has_and_belongs_to_many :services, join_table: :buses_services + has_many :bus_services, class_name: 'BusService' + has_many :services, through: :bus_services validates :number, presence: true, uniqueness: true validates :model, inclusion: { in: MODELS } diff --git a/app/models/bus_service.rb b/app/models/bus_service.rb new file mode 100644 index 00000000..b6a534b1 --- /dev/null +++ b/app/models/bus_service.rb @@ -0,0 +1,14 @@ +# == Schema Information +# +# Table name: buses_services +# +# id :bigint not null, primary key +# bus_id :integer +# service_id :integer +# +class BusService < ApplicationRecord + self.table_name = :buses_services + + belongs_to :bus + belongs_to :service +end diff --git a/app/models/service.rb b/app/models/service.rb index b2cdd9a2..88e61495 100644 --- a/app/models/service.rb +++ b/app/models/service.rb @@ -19,7 +19,8 @@ class Service < ApplicationRecord 'Можно не печатать билет', ].freeze - has_and_belongs_to_many :buses, join_table: :buses_services + has_many :service_buses + has_many :buses, through: :service_buses validates :name, presence: true validates :name, inclusion: { in: SERVICES } diff --git a/app/views/trips/_service.html.erb b/app/views/trips/_service.html.erb index 178ea8c0..3a45676f 100644 --- a/app/views/trips/_service.html.erb +++ b/app/views/trips/_service.html.erb @@ -1 +1 @@ -
  • <%= "#{service.name}" %>
    • +
  • <%= "#{@services[bus_service.service_id]}" %>
    • diff --git a/app/views/trips/_services.html.erb b/app/views/trips/_services.html.erb index aad3b477..9e021681 100644 --- a/app/views/trips/_services.html.erb +++ b/app/views/trips/_services.html.erb @@ -1,4 +1,4 @@
  • Сервисы в автобусе:
      • - <%= render partial: "service", collection: services %> + <%= render partial: "service", collection: bus_services, as: :bus_service %>
    diff --git a/app/views/trips/_trip.html.erb b/app/views/trips/_trip.html.erb index 21f19921..3bd8ad8e 100644 --- a/app/views/trips/_trip.html.erb +++ b/app/views/trips/_trip.html.erb @@ -4,8 +4,8 @@
  • <%= "В пути: #{trip.duration_minutes / 60}ч. #{trip.duration_minutes % 60}мин." %>
  • <%= "Цена: #{trip.price_cents / 100}р. #{trip.price_cents % 100}коп." %>
  • <%= "Автобус: #{trip.bus.model} №#{trip.bus.number}" %>
    • - <% if trip.bus.services.present? %> - <%= render "services", services: trip.bus.services %> + <% if trip.bus.bus_services.present? %> + <%= render "services", bus_services: trip.bus.bus_services %> <% end %> diff --git a/app/views/trips/index.html.erb b/app/views/trips/index.html.erb index f0908f3b..21173df5 100644 --- a/app/views/trips/index.html.erb +++ b/app/views/trips/index.html.erb @@ -2,11 +2,11 @@ <%= "Автобусы #{@from.name} – #{@to.name}" %>

    - <%= "В расписании #{@trips.count} рейсов" %> + <%= "В расписании #{@trips.length} рейсов" %>

    <%= render partial: "trip", collection: @trips, spacer_template: 'delimiter' %> -<% if @trips.size > 0 %> +<% if @trips.length > 0 %> <%= render "delimiter" %> <% end %> diff --git a/case-study-b.md b/case-study-b.md index 3dbb45e2..484ee689 100644 --- a/case-study-b.md +++ b/case-study-b.md @@ -34,14 +34,26 @@ - количество sql запросов для `trips/index.html.erb` сократилось до 12 ### Ваша находка 2 -- rack mini profiler (и логи веб сервера) показал, что основное время тратится на рендеринг шаблонов (`trips/index.html.erb 2091.1 -4917.9`). +- rack mini profiler (и логи веб сервера) показал, что основное время тратится на рендеринг шаблонов `trips/index.html.erb 2091.1 +4917.9`. - рендереринг всех коллекций через `render partial:` - метрика снизилась до 1 секунды - `Rendering: trips/index.html.erb 716.2 975.7` -### Ваша находка №2 -- rack mini profiler показал, что дольше всего (412.1 ms) выполняется запрос `SELECT "buses_services".* FROM "buses_services" WHERE "buses_services"."bus_id" IN ($1, <...>`. делаю explain, он показывает `Seq Scan on buses_services` как основную точку роста. +### Ваша находка 3 +- rack mini profiler показал, что основное время занимает запрос в сервисы (около 400мс). +- вместо habtm делаю промежуточную таблицу, для нее и делаю eager loading вмсто services. в контроллере достаю весь и собираю хэш-справочник (id=>name) сервисов и использую его во вью. +- метрика особенно не снизилась +- запрос пропал из логов профилировщика (вместо него показывается запрос в сервисы, около 25мс, что 8 раз меньше) + +### Ваша находка 4 +- rack mini profiler показал, что производится и запрос по count, и идентичный по выборке данных. +- меняю count на length. +- метрика особенно не снизилась +- запрос count пропал из логов профилировщика + +### Ваша находка № 5 +- rack mini profiler показал, что долго выполняются запросы `SELECT "buses_services".* FROM "buses_services" WHERE "buses_services"."bus_id" IN ($1, <...>` (делаю explain, он показывает `Seq Scan on buses_services` как основную точку роста),`` - Добавляю индекс на `bus_id` - как изменилась метрика - как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? From a3337a811c2f36aeedd9a05f70e5f37181342c1e Mon Sep 17 00:00:00 2001 From: potashin Date: Thu, 16 May 2024 00:12:32 +0300 Subject: [PATCH 09/10] chore: 4th step case b --- app/controllers/trips_controller.rb | 3 +- app/models/bus.rb | 3 +- app/models/bus_service.rb | 14 --------- app/models/service.rb | 3 +- app/views/trips/_service.html.erb | 2 +- app/views/trips/_services.html.erb | 4 --- app/views/trips/_trip.html.erb | 7 +++-- case-study-b.md | 30 +++++++------------ ...205445_add_from_id_to_id_index_to_trips.rb | 7 +++++ db/schema.rb | 3 +- 10 files changed, 29 insertions(+), 47 deletions(-) delete mode 100644 app/models/bus_service.rb delete mode 100644 app/views/trips/_services.html.erb create mode 100644 db/migrate/20240515205445_add_from_id_to_id_index_to_trips.rb diff --git a/app/controllers/trips_controller.rb b/app/controllers/trips_controller.rb index 48f912b1..eb2dee12 100644 --- a/app/controllers/trips_controller.rb +++ b/app/controllers/trips_controller.rb @@ -2,7 +2,6 @@ class TripsController < ApplicationController def index @from = City.find_by_name!(params[:from]) @to = City.find_by_name!(params[:to]) - @services = Service.pluck(:id, :name).to_h - @trips = Trip.where(from: @from, to: @to).preload(bus: :bus_services).order(:start_time) + @trips = Trip.where(from: @from, to: @to).preload(bus: :services).order(:start_time) end end diff --git a/app/models/bus.rb b/app/models/bus.rb index d974952b..03b3ffae 100644 --- a/app/models/bus.rb +++ b/app/models/bus.rb @@ -21,8 +21,7 @@ class Bus < ApplicationRecord ].freeze has_many :trips - has_many :bus_services, class_name: 'BusService' - has_many :services, through: :bus_services + has_and_belongs_to_many :services, join_table: :buses_services validates :number, presence: true, uniqueness: true validates :model, inclusion: { in: MODELS } diff --git a/app/models/bus_service.rb b/app/models/bus_service.rb deleted file mode 100644 index b6a534b1..00000000 --- a/app/models/bus_service.rb +++ /dev/null @@ -1,14 +0,0 @@ -# == Schema Information -# -# Table name: buses_services -# -# id :bigint not null, primary key -# bus_id :integer -# service_id :integer -# -class BusService < ApplicationRecord - self.table_name = :buses_services - - belongs_to :bus - belongs_to :service -end diff --git a/app/models/service.rb b/app/models/service.rb index 88e61495..b2cdd9a2 100644 --- a/app/models/service.rb +++ b/app/models/service.rb @@ -19,8 +19,7 @@ class Service < ApplicationRecord 'Можно не печатать билет', ].freeze - has_many :service_buses - has_many :buses, through: :service_buses + has_and_belongs_to_many :buses, join_table: :buses_services validates :name, presence: true validates :name, inclusion: { in: SERVICES } diff --git a/app/views/trips/_service.html.erb b/app/views/trips/_service.html.erb index 3a45676f..178ea8c0 100644 --- a/app/views/trips/_service.html.erb +++ b/app/views/trips/_service.html.erb @@ -1 +1 @@ -
  • <%= "#{@services[bus_service.service_id]}" %>
    • +
  • <%= "#{service.name}" %>
    • diff --git a/app/views/trips/_services.html.erb b/app/views/trips/_services.html.erb deleted file mode 100644 index 9e021681..00000000 --- a/app/views/trips/_services.html.erb +++ /dev/null @@ -1,4 +0,0 @@ -
  • Сервисы в автобусе:
    • -
      - <%= render partial: "service", collection: bus_services, as: :bus_service %> -
    diff --git a/app/views/trips/_trip.html.erb b/app/views/trips/_trip.html.erb index 3bd8ad8e..d86359da 100644 --- a/app/views/trips/_trip.html.erb +++ b/app/views/trips/_trip.html.erb @@ -4,8 +4,11 @@
  • <%= "В пути: #{trip.duration_minutes / 60}ч. #{trip.duration_minutes % 60}мин." %>
  • <%= "Цена: #{trip.price_cents / 100}р. #{trip.price_cents % 100}коп." %>
  • <%= "Автобус: #{trip.bus.model} №#{trip.bus.number}" %>
    • - <% if trip.bus.bus_services.present? %> - <%= render "services", bus_services: trip.bus.bus_services %> + <% if trip.bus.services.present? %> +
  • Сервисы в автобусе:
    • +
      + <%= render partial: "service", collection: trip.bus.services %> +
    <% end %> diff --git a/case-study-b.md b/case-study-b.md index 484ee689..2b89f509 100644 --- a/case-study-b.md +++ b/case-study-b.md @@ -23,46 +23,38 @@ Вот как я построил `feedback_loop`: профилирование - изменение кода - тестирование – бенчмаркинг – откат при отсутствии разницы от оптимизации/сохранение результатов ## Вникаем в детали системы, чтобы найти главные точки роста -Для того, чтобы найти "точки роста" для оптимизации я воспользовался rack mini profiler +Для того, чтобы найти "точки роста" для оптимизации я воспользовался rack mini profiler, bullet Вот какие проблемы удалось найти и решить ### Ваша находка №1 -- rack mini profiler показал, что N+1 проблему `SELECT "buses".* FROM "buses" WHERE "buses"."id" = $1 LIMIT $2; ` + `SELECT "services".* FROM "services" INNER JOIN "buses_services" ON "services"."id" = "buses_services"."service_id" WHERE "buses_services"."bus_id" = $1;` в `trips/_services.html.erb` (на 1004 рейса 690 sql buses + services) +- bullet показал, что N+1 проблему `SELECT "buses".* FROM "buses" WHERE "buses"."id" = $1 LIMIT $2; ` + `SELECT "services".* FROM "services" INNER JOIN "buses_services" ON "services"."id" = "buses_services"."service_id" WHERE "buses_services"."bus_id" = $1;` - делаю `.preload(bus: :services)` для `trips` - метрика снизилась до 6 секунд - количество sql запросов для `trips/index.html.erb` сократилось до 12 -### Ваша находка 2 +### Ваша находка № 2 - rack mini profiler (и логи веб сервера) показал, что основное время тратится на рендеринг шаблонов `trips/index.html.erb 2091.1 4917.9`. - рендереринг всех коллекций через `render partial:` -- метрика снизилась до 1 секунды +- метрика снизилась до 600мс - `Rendering: trips/index.html.erb 716.2 975.7` -### Ваша находка 3 -- rack mini profiler показал, что основное время занимает запрос в сервисы (около 400мс). -- вместо habtm делаю промежуточную таблицу, для нее и делаю eager loading вмсто services. в контроллере достаю весь и собираю хэш-справочник (id=>name) сервисов и использую его во вью. -- метрика особенно не снизилась -- запрос пропал из логов профилировщика (вместо него показывается запрос в сервисы, около 25мс, что 8 раз меньше) - -### Ваша находка 4 +### Ваша находка № 3 - rack mini profiler показал, что производится и запрос по count, и идентичный по выборке данных. - меняю count на length. - метрика особенно не снизилась - запрос count пропал из логов профилировщика -### Ваша находка № 5 -- rack mini profiler показал, что долго выполняются запросы `SELECT "buses_services".* FROM "buses_services" WHERE "buses_services"."bus_id" IN ($1, <...>` (делаю explain, он показывает `Seq Scan on buses_services` как основную точку роста),`` -- Добавляю индекс на `bus_id` -- как изменилась метрика -- как изменился отчёт профилировщика - исправленная проблема перестала быть главной точкой роста? - - +### Ваша находка № 4 +- rack mini profiler показал, что долго выполняются запрос ` SELECT "trips".* FROM "trips" WHERE "trips"."from_id" = $1 AND "trips"."to_id" = $2 ORDER BY "trips"."start_time" ASC` (делаю explain, он показывает `Seq Scan on trips` как основную точку роста), +- Добавляю индекс на связку `from_id`/`to_id`/`start_time` +- метрика особенно не снизилась +- время работы запроса снизилось с 18 до 2.5мс ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. -Удалось улучшить метрику системы с *того, что у вас было в начале, до того, что получилось в конце* и уложиться в заданный бюджет. +Удалось улучшить метрику системы с 13.3с до 0.6с. ## Защита от регрессии производительности Для защиты от потери достигнутого прогресса при дальнейших изменениях программы *о performance-тестах, которые вы написали* diff --git a/db/migrate/20240515205445_add_from_id_to_id_index_to_trips.rb b/db/migrate/20240515205445_add_from_id_to_id_index_to_trips.rb new file mode 100644 index 00000000..297bf4ee --- /dev/null +++ b/db/migrate/20240515205445_add_from_id_to_id_index_to_trips.rb @@ -0,0 +1,7 @@ +class AddFromIdToIdIndexToTrips < ActiveRecord::Migration[5.2] + disable_ddl_transaction! + + def change + add_index(:trips, %i[from_id to_id start_time], order: {start_time: :asc}, algorithm: :concurrently) + end +end diff --git a/db/schema.rb b/db/schema.rb index f6921e45..272eea24 100644 --- a/db/schema.rb +++ b/db/schema.rb @@ -10,7 +10,7 @@ # # It's strongly recommended that you check this file into your version control system. -ActiveRecord::Schema.define(version: 2019_03_30_193044) do +ActiveRecord::Schema.define(version: 2024_05_15_205445) do # These are extensions that must be enabled in order to support this database enable_extension "plpgsql" @@ -40,6 +40,7 @@ t.integer "duration_minutes" t.integer "price_cents" t.integer "bus_id" + t.index ["from_id", "to_id", "start_time"], name: "index_trips_on_from_id_and_to_id_and_start_time" end end From a899f61e0a85719bc6ed0aa6e9e94500382203ea Mon Sep 17 00:00:00 2001 From: potashin Date: Fri, 17 May 2024 00:07:12 +0300 Subject: [PATCH 10/10] chore: further micro optimizations --- app/services/utils_service.rb | 77 +++++++++-------------- case-study-a.md | 6 +- case-study-b.md | 7 +-- test/fixtures/files/example_services.json | 43 ++++++++++++- 4 files changed, 77 insertions(+), 56 deletions(-) diff --git a/app/services/utils_service.rb b/app/services/utils_service.rb index b86c12e4..4f708f7f 100644 --- a/app/services/utils_service.rb +++ b/app/services/utils_service.rb @@ -9,18 +9,19 @@ def self.call(file_name) def initialize @cities = {} - @buses = {} - @buses_services = {} - @services = {} + @buses = Hash.new { |h, k| h[k] = {} } + @services = Service::SERVICES.map.with_index(1).to_h + @services_buses = @services.map { |_, index| [index, []] }.to_h + @next_bus_id = 0 end def call(file_name) ActiveRecord::Base.transaction do truncate + copy_services copy_trips(file_name) copy_cities copy_buses - copy_services copy_buses_services end end @@ -59,12 +60,12 @@ def copy_trips(file_name) trip = FastJsonparser.parse(str) copy( - fetch_city_id(trip, :from), - fetch_city_id(trip, :to), - trip[:start_time], - trip[:duration_minutes], - trip[:price_cents], - fetch_bus_id(trip[:bus]) + fetch_city_id(trip[:from]).to_s << ';' << + fetch_city_id(trip[:to]).to_s << ';' << + trip[:start_time].to_s << ';' << + trip[:duration_minutes].to_s << ';' << + trip[:price_cents].to_s << ';' << + fetch_bus_id(trip[:bus]).to_s << "\n" ) str.clear @@ -77,37 +78,25 @@ def copy_trips(file_name) end end - def fetch_city_id(trip, key) - id = @cities[trip[key]] + def fetch_city_id(key) + id = @cities[key] if !id id = @cities.size + 1 - @cities[trip[key]] = id + @cities[key] = id end id end def fetch_bus_id(bus) - bus_key = [bus[:model], bus[:number]] - bus_id = @buses[bus_key] + bus_id = @buses[bus[:model]][bus[:number]] if !bus_id - bus_id = @buses.size + 1 - @buses[bus_key] = bus_id + bus_id = @next_bus_id += 1 + @buses[bus[:model]][bus[:number]] = bus_id bus[:services].each do |service| - service_id = @services[service] - - if !service_id - service_id = @services.size + 1 - @services[service] ||= service_id - end - - buses_service_id = @buses_services[[bus_id, service_id]] - if !buses_service_id - buses_service_id = @buses_services.size + 1 - @buses_services[[bus_id, service_id]] = buses_service_id - end + @services_buses[@services[service]] << bus_id end end @@ -121,11 +110,9 @@ def copy_cities ActiveRecord::Base.connection.raw_connection.copy_data(sql) do @cities.each do |name, id| - copy(id, name) + copy(id.to_s << ';' << name << "\n") end end - - @cities.clear end def copy_buses @@ -134,12 +121,12 @@ def copy_buses SQL ActiveRecord::Base.connection.raw_connection.copy_data(sql) do - @buses.each do |(model, number), id| - copy(id, model, number) + @buses.each do |model, numbers| + numbers.each do |number, id| + copy(id.to_s << ';' << model << ';' << number << "\n") + end end end - - @buses.clear end def copy_services @@ -149,29 +136,27 @@ def copy_services ActiveRecord::Base.connection.raw_connection.copy_data(sql) do @services.each do |name, id| - copy(id, name) + copy(id.to_s << ';' << name << "\n") end end - - @services.clear end def copy_buses_services sql = <<~SQL - copy buses_services (id, bus_id, service_id) from stdin with csv delimiter ';' + copy buses_services (bus_id, service_id) from stdin with csv delimiter ';' SQL ActiveRecord::Base.connection.raw_connection.copy_data(sql) do - @buses_services.each do |(bus_id, service_id), id| - copy(id, bus_id, service_id) + @services_buses.each do |service_id, bus_ids| + bus_ids.each do |bus_id| + copy(bus_id.to_s << ';' << service_id.to_s << "\n") + end end end - - @buses_services.clear end - def copy(*values) + def copy(values) # стримим подготовленный чанк данных в postgres - ActiveRecord::Base.connection.raw_connection.put_copy_data(values.join(';') << "\n") + ActiveRecord::Base.connection.raw_connection.put_copy_data(values) end end diff --git a/case-study-a.md b/case-study-a.md index de49b744..d8c4f863 100644 --- a/case-study-a.md +++ b/case-study-a.md @@ -25,7 +25,7 @@ ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. -Удалось улучшить метрику системы с с 77 секунд до 1.5с для medium и уложиться в заданный бюджет. -Файл large грузится за 7 секунд -Файл 1м стал грузится за 57 секунд. +Удалось улучшить метрику системы с с 77 секунд до 1.4с для medium и уложиться в заданный бюджет. +Файл large грузится за 6.5 секунд +Файл 1м стал грузится за 56 секунд. diff --git a/case-study-b.md b/case-study-b.md index 2b89f509..4e275460 100644 --- a/case-study-b.md +++ b/case-study-b.md @@ -2,12 +2,7 @@ ## Актуальная проблема В нашем проекте возникла серьёзная проблема. - -Необходимо было обработать файл с данными, чуть больше ста мегабайт. - -У нас уже была программа на `ruby`, которая умела делать нужную обработку. - -Она успешно работала на файлах размером пару мегабайт, но для большого файла она работала слишком долго, и не было понятно, закончит ли она вообще работу за какое-то разумное время. +Время загрузки страницы `автобусы/Самара/Москва` при наличии уже 100к поездок в базе данных превышало любой уровень терпения. Я решил исправить эту проблему, оптимизировав эту программу. diff --git a/test/fixtures/files/example_services.json b/test/fixtures/files/example_services.json index fab64f10..b7725338 100644 --- a/test/fixtures/files/example_services.json +++ b/test/fixtures/files/example_services.json @@ -1 +1,42 @@ -[{"id":1,"name":"Туалет"},{"id":2,"name":"WiFi"}] \ No newline at end of file +[ + { + "id": 1, + "name": "WiFi" + }, + { + "id": 2, + "name": "Туалет" + }, + { + "id": 3, + "name": "Работающий туалет" + }, + { + "id": 4, + "name": "Ремни безопасности" + }, + { + "id": 5, + "name": "Кондиционер общий" + }, + { + "id": 6, + "name": "Кондиционер Индивидуальный" + }, + { + "id": 7, + "name": "Телевизор общий" + }, + { + "id": 8, + "name": "Телевизор индивидуальный" + }, + { + "id": 9, + "name": "Стюардесса" + }, + { + "id": 10, + "name": "Можно не печатать билет" + } +] \ No newline at end of file