From d639eeb7705c953be72af4aaceed29ce745079ba Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Mon, 11 Mar 2019 18:19:37 +0300 Subject: [PATCH 01/11] initial data --- case-study.md | 56 ++++++++++++++++ reference.json | 1 + task-2.rb | 174 ++++++++++++++++--------------------------------- 3 files changed, 112 insertions(+), 119 deletions(-) create mode 100644 case-study.md create mode 100644 reference.json diff --git a/case-study.md b/case-study.md new file mode 100644 index 0000000..fd4cec6 --- /dev/null +++ b/case-study.md @@ -0,0 +1,56 @@ +# 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: *Количество итераций в секунду (ips) работы программы на тестовых данных (размером 1Mb)* + +## Гарантия корректности работы оптимизированной программы +Программа поставлялась с тестом. Выполнение этого теста 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 *~ 5 сек.* + +Вот как я построил `feedback_loop`: + +Разбил файл с данными на три файла с 10К, 100K, 1M записей. +Вынес тест в отдельный файл +Написал бенчмарк + +Проверял на 10к, программа выполнилась за 3,75 сек, размер 587 МБ + +## Вникаем в детали системы, чтобы найти 20% точек роста +Для того, чтобы найти "точки роста" для оптимизации я воспользовался *memory_profiler и ruby-prof* + +Вот какие проблемы удалось найти и решить + +### 1. Конкатенация sessions +Использовал memory_profiler +Операция конкатенации сессий sessions += [parse_session(line)] if cols[0] == 'session' +аллоцировала память 287 МБ + +После оптимизации размер аллоцируемой памяти сократился до 293 кб +Программа стала вполняться за 4.11 сек общий размер памяти сократился до 494 МБ + +### 2. Выборка из массива сессий пользователя методом select + + +## Результаты +В результате проделанной оптимизации наконец удалось обработать файл с данными. +Удалось улучшить метрику системы с *587 МБ до 179 МБ* +Время выполнения программы с тестовыми данными составило 1,2 сек. +Время работы программы с реальными данными составило 69,6 сек + +В топе проблем остались операции чтения/записи файла на диск, построчное чтение метрику не улучшило + +## Защита от регресса производительности +Для защиты от потери достигнутого прогресса при дальнейших изменениях программы написан performance тест diff --git a/reference.json b/reference.json new file mode 100644 index 0000000..ad48563 --- /dev/null +++ b/reference.json @@ -0,0 +1 @@ +{"totalUsers":3,"uniqueBrowsersCount":14,"totalSessions":15,"allBrowsers":"CHROME 13,CHROME 20,CHROME 35,CHROME 6,FIREFOX 12,FIREFOX 32,FIREFOX 47,INTERNET EXPLORER 10,INTERNET EXPLORER 28,INTERNET EXPLORER 35,SAFARI 17,SAFARI 29,SAFARI 39,SAFARI 49","usersStats":{"Leida Cira":{"sessionsCount":6,"totalTime":"455 min.","longestSession":"118 min.","browsers":"FIREFOX 12, INTERNET EXPLORER 28, INTERNET EXPLORER 28, INTERNET EXPLORER 35, SAFARI 29, SAFARI 39","usedIE":true,"alwaysUsedChrome":false,"dates":["2017-09-27","2017-03-28","2017-02-27","2016-10-23","2016-09-15","2016-09-01"]},"Palmer Katrina":{"sessionsCount":5,"totalTime":"218 min.","longestSession":"116 min.","browsers":"CHROME 13, CHROME 6, FIREFOX 32, INTERNET EXPLORER 10, SAFARI 17","usedIE":true,"alwaysUsedChrome":false,"dates":["2017-04-29","2016-12-28","2016-12-20","2016-11-11","2016-10-21"]},"Gregory Santos":{"sessionsCount":4,"totalTime":"192 min.","longestSession":"85 min.","browsers":"CHROME 20, CHROME 35, FIREFOX 47, SAFARI 49","usedIE":false,"alwaysUsedChrome":false,"dates":["2018-09-21","2018-02-02","2017-05-22","2016-11-25"]}}} diff --git a/task-2.rb b/task-2.rb index 778672d..3e5ca96 100644 --- a/task-2.rb +++ b/task-2.rb @@ -1,58 +1,74 @@ -# Deoptimized version of homework task +# frozen_string_literal: true require 'json' require 'pry' require 'date' -require 'minitest/autorun' class User - attr_reader :attributes, :sessions + attr_reader :attributes, :sessions, :browsers, :time def initialize(attributes:, sessions:) @attributes = attributes @sessions = sessions + @browsers = sessions.map { |s| s[:browser] }.map!(&:upcase).sort! + @time = sessions.map { |s| s[:time] }.map!(&:to_i) + end + + def stats + { + sessionsCount: sessions.count, + totalTime: "#{time.sum} min.", + longestSession: "#{time.max} min.", + browsers: browsers.join(', '), + usedIE: browsers.any? { |b| b =~ /INTERNET EXPLORER/ }, + alwaysUsedChrome: browsers.uniq.all? { |b| b =~ /CHROME/ }, + dates: sessions.map { |s| s[:date] }.map! { |d| Date.iso8601(d) }.sort! { |x, y| y <=> x } + } end end def parse_user(user) - fields = user.split(',') - parsed_result = { - 'id' => fields[1], - 'first_name' => fields[2], - 'last_name' => fields[3], - 'age' => fields[4], + { + id: user[1], + first_name: user[2], + last_name: user[3], + age: user[4] } end def parse_session(session) - fields = session.split(',') - parsed_result = { - 'user_id' => fields[1], - 'session_id' => fields[2], - 'browser' => fields[3], - 'time' => fields[4], - 'date' => fields[5], + { + user_id: session[1], + session_id: session[2], + browser: session[3], + time: session[4], + date: session[5] } end -def collect_stats_from_users(report, users_objects, &block) +def collect_stats_from_users(report, users_objects) users_objects.each do |user| - user_key = "#{user.attributes['first_name']}" + ' ' + "#{user.attributes['last_name']}" + user_key = "#{user.attributes[:first_name]} #{user.attributes[:last_name]}" report['usersStats'][user_key] ||= {} - report['usersStats'][user_key] = report['usersStats'][user_key].merge(block.call(user)) + report['usersStats'][user_key] = user.stats end end -def work - file_lines = File.read('data.txt').split("\n") +def work(file_name) + file_lines = File.read(file_name).split("\n") - users = [] - sessions = [] + users = {} + sessions = {} file_lines.each do |line| cols = line.split(',') - users = users + [parse_user(line)] if cols[0] == 'user' - sessions = sessions + [parse_session(line)] if cols[0] == 'session' + users[cols[1]] = parse_user(cols) if cols[0] == 'user' + + next unless cols[0] == 'session' + + id = cols[1] + sessions[id] ||= [] + sessions[id] << parse_session(cols) end # Отчёт в json @@ -70,107 +86,27 @@ def work # - Всегда использовал только Хром? + # - даты сессий в порядке убывания через запятую + - report = {} - - report[:totalUsers] = users.count + all_sessions = sessions.values.flatten # Подсчёт количества уникальных браузеров - uniqueBrowsers = [] - sessions.each do |session| - browser = session['browser'] - uniqueBrowsers += [browser] if uniqueBrowsers.all? { |b| b != browser } - end - - report['uniqueBrowsersCount'] = uniqueBrowsers.count - - report['totalSessions'] = sessions.count - - report['allBrowsers'] = - sessions - .map { |s| s['browser'] } - .map { |b| b.upcase } - .sort - .uniq - .join(',') - - # Статистика по пользователям - users_objects = [] - - users.each do |user| - attributes = user - user_sessions = sessions.select { |session| session['user_id'] == user['id'] } - user_object = User.new(attributes: attributes, sessions: user_sessions) - users_objects = users_objects + [user_object] - end + unique_browsers = all_sessions.map { |s| s[:browser] }.uniq! + report = {} + report['totalUsers'] = users.keys.count + report['uniqueBrowsersCount'] = unique_browsers.count + report['totalSessions'] = all_sessions.count + report['allBrowsers'] = unique_browsers.map!(&:upcase).sort!.join(',') report['usersStats'] = {} - # Собираем количество сессий по пользователям - collect_stats_from_users(report, users_objects) do |user| - { 'sessionsCount' => user.sessions.count } - end - - # Собираем количество времени по пользователям - collect_stats_from_users(report, users_objects) do |user| - { 'totalTime' => user.sessions.map {|s| s['time']}.map {|t| t.to_i}.sum.to_s + ' min.' } - end - - # Выбираем самую длинную сессию пользователя - collect_stats_from_users(report, users_objects) do |user| - { 'longestSession' => user.sessions.map {|s| s['time']}.map {|t| t.to_i}.max.to_s + ' min.' } - end - - # Браузеры пользователя через запятую - collect_stats_from_users(report, users_objects) do |user| - { 'browsers' => user.sessions.map {|s| s['browser']}.map {|b| b.upcase}.sort.join(', ') } - end - - # Хоть раз использовал IE? - collect_stats_from_users(report, users_objects) do |user| - { 'usedIE' => user.sessions.map{|s| s['browser']}.any? { |b| b.upcase =~ /INTERNET EXPLORER/ } } - end - - # Всегда использовал только Chrome? - collect_stats_from_users(report, users_objects) do |user| - { 'alwaysUsedChrome' => user.sessions.map{|s| s['browser']}.all? { |b| b.upcase =~ /CHROME/ } } - end - - # Даты сессий через запятую в обратном порядке в формате iso8601 - collect_stats_from_users(report, users_objects) do |user| - { 'dates' => user.sessions.map{|s| s['date']}.map {|d| Date.parse(d)}.sort.reverse.map { |d| d.iso8601 } } + # Статистика по пользователям + users_objects = users.each.with_object([]) do |(user_id, attrs), arr| + arr << User.new(attributes: attrs, sessions: sessions[user_id]) end - File.write('result.json', "#{report.to_json}\n") -end - -class TestMe < Minitest::Test - def setup - File.write('result.json', '') - File.write('data.txt', -'user,0,Leida,Cira,0 -session,0,0,Safari 29,87,2016-10-23 -session,0,1,Firefox 12,118,2017-02-27 -session,0,2,Internet Explorer 28,31,2017-03-28 -session,0,3,Internet Explorer 28,109,2016-09-15 -session,0,4,Safari 39,104,2017-09-27 -session,0,5,Internet Explorer 35,6,2016-09-01 -user,1,Palmer,Katrina,65 -session,1,0,Safari 17,12,2016-10-21 -session,1,1,Firefox 32,3,2016-12-20 -session,1,2,Chrome 6,59,2016-11-11 -session,1,3,Internet Explorer 10,28,2017-04-29 -session,1,4,Chrome 13,116,2016-12-28 -user,2,Gregory,Santos,86 -session,2,0,Chrome 35,6,2018-09-21 -session,2,1,Safari 49,85,2017-05-22 -session,2,2,Firefox 47,17,2018-02-02 -session,2,3,Chrome 20,84,2016-11-25 -') - end + collect_stats_from_users(report, users_objects) - def test_result - work - expected_result = '{"totalUsers":3,"uniqueBrowsersCount":14,"totalSessions":15,"allBrowsers":"CHROME 13,CHROME 20,CHROME 35,CHROME 6,FIREFOX 12,FIREFOX 32,FIREFOX 47,INTERNET EXPLORER 10,INTERNET EXPLORER 28,INTERNET EXPLORER 35,SAFARI 17,SAFARI 29,SAFARI 39,SAFARI 49","usersStats":{"Leida Cira":{"sessionsCount":6,"totalTime":"455 min.","longestSession":"118 min.","browsers":"FIREFOX 12, INTERNET EXPLORER 28, INTERNET EXPLORER 28, INTERNET EXPLORER 35, SAFARI 29, SAFARI 39","usedIE":true,"alwaysUsedChrome":false,"dates":["2017-09-27","2017-03-28","2017-02-27","2016-10-23","2016-09-15","2016-09-01"]},"Palmer Katrina":{"sessionsCount":5,"totalTime":"218 min.","longestSession":"116 min.","browsers":"CHROME 13, CHROME 6, FIREFOX 32, INTERNET EXPLORER 10, SAFARI 17","usedIE":true,"alwaysUsedChrome":false,"dates":["2017-04-29","2016-12-28","2016-12-20","2016-11-11","2016-10-21"]},"Gregory Santos":{"sessionsCount":4,"totalTime":"192 min.","longestSession":"85 min.","browsers":"CHROME 20, CHROME 35, FIREFOX 47, SAFARI 49","usedIE":false,"alwaysUsedChrome":false,"dates":["2018-09-21","2018-02-02","2017-05-22","2016-11-25"]}}}' + "\n" - assert_equal expected_result, File.read('result.json') + File.open('result.json', 'w') do |file| + file.write(report.to_json) + file.write("\n") end end From 953c52f59266edfb96ebcd8f45eb5f1fc4bcd5dc Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Wed, 13 Mar 2019 01:59:39 +0300 Subject: [PATCH 02/11] step 1 --- case-study.md | 66 ++++++++++++++++++++++++++++++++++++++------------- task-2.rb | 8 ++++++- 2 files changed, 56 insertions(+), 18 deletions(-) diff --git a/case-study.md b/case-study.md index fd4cec6..8b047da 100644 --- a/case-study.md +++ b/case-study.md @@ -18,39 +18,71 @@ Программа поставлялась с тестом. Выполнение этого теста 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 *~ 5 сек.* +Для того, чтобы иметь возможность быстро проверять гипотезы я выстроил эффективный `feedback-loop`, который позволил мне получать обратную связь по эффективности сделанных изменений примерно за *5 сек.* Вот как я построил `feedback_loop`: -Разбил файл с данными на три файла с 10К, 100K, 1M записей. -Вынес тест в отдельный файл -Написал бенчмарк +Выделил в отдельный файл 1М данных из исходного файла. -Проверял на 10к, программа выполнилась за 3,75 сек, размер 587 МБ +Написал отдельный скрипт `feedback-loop.rb`, который проверяет: +- прохождение теста +- выполняет замер метрики + +Используя его я могу быстро протестировать гипотезы и понимать их влияние на целевую метрику. При этом выполнение теста защищаем меня от случайной регресии функциональности системы на каждом шаге. + +## Фиксируем исходное состоние системы +Исходная программа имеет **~3.268 ips**, время работы составило **~5,2 сек.** ## Вникаем в детали системы, чтобы найти 20% точек роста -Для того, чтобы найти "точки роста" для оптимизации я воспользовался *memory_profiler и ruby-prof* + +### Valgrind ### +Зафиксируем размер потребляемой памяти работы программы на тестовых данных. +Пиковое значение составило 91МБ +![massif visualizer](img/memory_before.png) + +### Ruby-prof ### +Сформировал отчет `ruby-prof` с измерением `WALL_TIME`в режиме Flat. Видно, что больше всего процессорного времени забирает метод массива `each`. +``` + %self total self wait child calls name + 14.50 0.964 0.242 0.000 0.723 2 Array#each + 8.38 0.415 0.140 0.000 0.275 1 JSON::Ext::Generator::GeneratorMethods::Hash#to_json + 7.44 0.124 0.124 0.000 0.000 12235 Array#map + 6.87 0.165 0.114 0.000 0.051 8157 Array#sort! + 6.86 0.354 0.114 0.000 0.239 12235 Array#map! + 6.72 0.189 0.112 0.000 0.077 22613 #iso8601 + 6.09 0.101 0.101 0.000 0.000 67477 String#encode + 5.49 0.160 0.091 0.000 0.068 22613 JSON::Ext::Generator::GeneratorMethods::Object#to_json +``` +При этом значительную часть времени занимают дочерние методы **0.723** от общего **0.964**. В режиме CallStack можно наблюдать неоптимальную ветвь. +![CallStack](img/call_stack.png) Вот какие проблемы удалось найти и решить -### 1. Конкатенация sessions -Использовал memory_profiler -Операция конкатенации сессий sessions += [parse_session(line)] if cols[0] == 'session' -аллоцировала память 287 МБ +## 1. iso8601 +Метод iso8601 по капотом которого находится регулярка забирает значительный процент ресурса процессора. Вынес его в отдельный метод и переписал -После оптимизации размер аллоцируемой памяти сократился до 293 кб -Программа стала вполняться за 4.11 сек общий размер памяти сократился до 494 МБ +```ruby +def convert_date(date) + Date.new(*date.split('-').map!(&:to_i)).iso8601 +end +``` +```ruby + dates: sessions.map { |s| s[:date] }.map! { |d| convert_date(d) }.sort! { |x, y| y <=> x } +``` +в результате ips существенно увеличилось до **6,75** время выполения программы составило **~5 сек** -### 2. Выборка из массива сессий пользователя методом select +В целом считаю преобразование в iso8601 лишней операцией, т.к. дата в исходных данных, уже в формате iso8601. +Если убрать это лишнее преобразование получим прирост до **8,5 ips** за то же время работы программы в 5 сек. +## ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. -Удалось улучшить метрику системы с *587 МБ до 179 МБ* -Время выполнения программы с тестовыми данными составило 1,2 сек. -Время работы программы с реальными данными составило 69,6 сек +Удалось улучшить метрику системы с **~3.268 ips до ** +Время выполнения программы с тестовыми данными составило сек. +Время работы программы с реальными данными составило сек -В топе проблем остались операции чтения/записи файла на диск, построчное чтение метрику не улучшило +Регулярки зло ## Защита от регресса производительности Для защиты от потери достигнутого прогресса при дальнейших изменениях программы написан performance тест diff --git a/task-2.rb b/task-2.rb index 3e5ca96..aa95970 100644 --- a/task-2.rb +++ b/task-2.rb @@ -3,6 +3,7 @@ require 'json' require 'pry' require 'date' +require 'ruby-progressbar' class User attr_reader :attributes, :sessions, :browsers, :time @@ -22,7 +23,7 @@ def stats browsers: browsers.join(', '), usedIE: browsers.any? { |b| b =~ /INTERNET EXPLORER/ }, alwaysUsedChrome: browsers.uniq.all? { |b| b =~ /CHROME/ }, - dates: sessions.map { |s| s[:date] }.map! { |d| Date.iso8601(d) }.sort! { |x, y| y <=> x } + dates: sessions.map { |s| s[:date] }.sort! { |x, y| y <=> x } } end end @@ -55,12 +56,17 @@ def collect_stats_from_users(report, users_objects) end def work(file_name) + GC.disable file_lines = File.read(file_name).split("\n") + # progressbar = ProgressBar.create(total: file_lines.count, format: '%a, %J, %E %B') + users = {} sessions = {} file_lines.each do |line| + # progressbar.increment + cols = line.split(',') users[cols[1]] = parse_user(cols) if cols[0] == 'user' From d97514b2879ddb0c88bce43d7e6811b39250dab9 Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Wed, 13 Mar 2019 02:35:37 +0300 Subject: [PATCH 03/11] step 2 --- case-study.md | 14 +++++++++++++- task-2.rb | 7 +++++-- 2 files changed, 18 insertions(+), 3 deletions(-) diff --git a/case-study.md b/case-study.md index 8b047da..dcc9414 100644 --- a/case-study.md +++ b/case-study.md @@ -74,7 +74,19 @@ end В целом считаю преобразование в iso8601 лишней операцией, т.к. дата в исходных данных, уже в формате iso8601. Если убрать это лишнее преобразование получим прирост до **8,5 ips** за то же время работы программы в 5 сек. -## +## 2. to_json +Следующий в топе метод `to_json` занимал **23%** процессорного времени, преобразование отчета в json при записи файла +Оценил [сравнение производительности гемов](http://www.ohler.com/dev/oj_misc/performance_compat.html). +Заменил гем `json` на `oj` + +```ruby +file.write(Oj.dump(report, mode: :compat)) +``` +Получил прирост производительности **9,5 ips** +``` +Calculating ------------------------------------- +Process 1 MB of data 9.537 (±10.5%) i/s - 47.000 in 5.044435s +``` ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. diff --git a/task-2.rb b/task-2.rb index aa95970..ba88864 100644 --- a/task-2.rb +++ b/task-2.rb @@ -1,8 +1,9 @@ # frozen_string_literal: true -require 'json' +# require 'json' require 'pry' require 'date' +require 'oj' require 'ruby-progressbar' class User @@ -112,7 +113,9 @@ def work(file_name) collect_stats_from_users(report, users_objects) File.open('result.json', 'w') do |file| - file.write(report.to_json) + # file.write(report.to_json) + # binding.pry + file.write(Oj.dump(report, mode: :compat)) file.write("\n") end end From 512106671199b767fd877e2dac21d12d46ab617d Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Wed, 13 Mar 2019 19:09:31 +0300 Subject: [PATCH 04/11] step 3 --- case-study.md | 35 +++++++++++++++++++++++++++++++++++ task-2.rb | 49 ++++++++++++++++++++++++++++++++----------------- 2 files changed, 67 insertions(+), 17 deletions(-) diff --git a/case-study.md b/case-study.md index dcc9414..d219a57 100644 --- a/case-study.md +++ b/case-study.md @@ -88,6 +88,41 @@ Calculating ------------------------------------- Process 1 MB of data 9.537 (±10.5%) i/s - 47.000 in 5.044435s ``` +![CallStack](img/call_stack_1.png) + + + +## 3. Array#split + + +## 3. User#stats +30% +### 3.1. sort! +Больше всего времени занимает операция `sort!` +Заменил на +```ruby +sort! { |x, y| x <=> y } +``` +Получил незначительный прирост производительности **9,8 ips** + +### 3.2. Regexp +1. Зафризил константы браузеров +```ruby +IE = /INTERNET EXPLORER/.freeze +CHROME = /CHROME/.freeze +``` +и заменил +```ruby +usedIE: browsers.any? { |b| b =~ IE }, +alwaysUsedChrome: browsers.uniq.all? { |b| b =~ CHROME }, +``` +на метод `match? +```ruby +usedIE: browsers.any? { |b| b.match?(IE) }, +alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, +``` +Получил еще незначительный прирост производительности **10,1 ips** + ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. Удалось улучшить метрику системы с **~3.268 ips до ** diff --git a/task-2.rb b/task-2.rb index ba88864..041903e 100644 --- a/task-2.rb +++ b/task-2.rb @@ -6,14 +6,20 @@ require 'oj' require 'ruby-progressbar' +IE = /INTERNET EXPLORER/.freeze +CHROME = /CHROME/.freeze +USER = 'user'.freeze +SESSION = 'session'.freeze +COMMA = ','.freeze + class User attr_reader :attributes, :sessions, :browsers, :time def initialize(attributes:, sessions:) @attributes = attributes @sessions = sessions - @browsers = sessions.map { |s| s[:browser] }.map!(&:upcase).sort! - @time = sessions.map { |s| s[:time] }.map!(&:to_i) + @browsers = sessions.map { |s| s[:browser] }.sort! { |x, y| x <=> y } + @time = sessions.map { |s| s[:time] } end def stats @@ -22,28 +28,28 @@ def stats totalTime: "#{time.sum} min.", longestSession: "#{time.max} min.", browsers: browsers.join(', '), - usedIE: browsers.any? { |b| b =~ /INTERNET EXPLORER/ }, - alwaysUsedChrome: browsers.uniq.all? { |b| b =~ /CHROME/ }, + usedIE: browsers.any? { |b| b.match?(IE) }, + alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, dates: sessions.map { |s| s[:date] }.sort! { |x, y| y <=> x } } end end -def parse_user(user) - { - id: user[1], - first_name: user[2], - last_name: user[3], - age: user[4] +def parse_user(users, fields) + users[fields[1]] = { + first_name: fields[2], + last_name: fields[3], + age: fields[4] } + users end def parse_session(session) { user_id: session[1], session_id: session[2], - browser: session[3], - time: session[4], + browser: session[3].upcase!, + time: session[4].to_i, date: session[5] } end @@ -58,20 +64,29 @@ def collect_stats_from_users(report, users_objects) def work(file_name) GC.disable + # IO.foreach() file_lines = File.read(file_name).split("\n") # progressbar = ProgressBar.create(total: file_lines.count, format: '%a, %J, %E %B') users = {} sessions = {} - + # IO.foreach(file_name) + # File.read(file_name).each_line do |line| file_lines.each do |line| + # binding.pry # progressbar.increment - cols = line.split(',') - users[cols[1]] = parse_user(cols) if cols[0] == 'user' + # line.start_with?(USER) - next unless cols[0] == 'session' + cols = line.split(COMMA) + # users[cols[1]] = parse_user(cols) if line.start_with?(USER) # if cols[0] == 'user' + # line.start_with?(USER) + # binding.pry + parse_user(users, cols) if cols[0].start_with?(USER) + # binding.pry + # next unless cols[0] == 'session' + next unless cols[0].start_with?(SESSION) id = cols[1] sessions[id] ||= [] @@ -102,7 +117,7 @@ def work(file_name) report['totalUsers'] = users.keys.count report['uniqueBrowsersCount'] = unique_browsers.count report['totalSessions'] = all_sessions.count - report['allBrowsers'] = unique_browsers.map!(&:upcase).sort!.join(',') + report['allBrowsers'] = unique_browsers.sort! { |x, y| x <=> y }.join(COMMA) report['usersStats'] = {} # Статистика по пользователям From bc8433b199dc81b5004e1684bcad037418c9360a Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Wed, 13 Mar 2019 19:32:32 +0300 Subject: [PATCH 05/11] step3.1 --- case-study.md | 2 ++ task-2.rb | 60 +++++++++++++++++++++++++++++---------------------- 2 files changed, 36 insertions(+), 26 deletions(-) diff --git a/case-study.md b/case-study.md index d219a57..88af8ac 100644 --- a/case-study.md +++ b/case-study.md @@ -123,6 +123,8 @@ alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, ``` Получил еще незначительный прирост производительности **10,1 ips** +### 3.3. count >> length + ## Результаты В результате проделанной оптимизации наконец удалось обработать файл с данными. Удалось улучшить метрику системы с **~3.268 ips до ** diff --git a/task-2.rb b/task-2.rb index 041903e..de9d773 100644 --- a/task-2.rb +++ b/task-2.rb @@ -13,9 +13,10 @@ COMMA = ','.freeze class User - attr_reader :attributes, :sessions, :browsers, :time + attr_reader :attributes, :sessions, :browsers, :time, :key def initialize(attributes:, sessions:) + @key = "#{attributes[:first_name]} #{attributes[:last_name]}" @attributes = attributes @sessions = sessions @browsers = sessions.map { |s| s[:browser] }.sort! { |x, y| x <=> y } @@ -24,7 +25,7 @@ def initialize(attributes:, sessions:) def stats { - sessionsCount: sessions.count, + sessionsCount: sessions.length, totalTime: "#{time.sum} min.", longestSession: "#{time.max} min.", browsers: browsers.join(', '), @@ -36,7 +37,7 @@ def stats end def parse_user(users, fields) - users[fields[1]] = { + users[fields[1].to_i] = { first_name: fields[2], last_name: fields[3], age: fields[4] @@ -44,21 +45,22 @@ def parse_user(users, fields) users end -def parse_session(session) - { - user_id: session[1], - session_id: session[2], - browser: session[3].upcase!, - time: session[4].to_i, - date: session[5] +def parse_session(sessions, fields) + id = fields[1].to_i + sessions[id] ||= [] + sessions[id] << { + session_id: fields[2], + browser: fields[3].upcase!, + time: fields[4].to_i, + date: fields[5] } + sessions end def collect_stats_from_users(report, users_objects) users_objects.each do |user| - user_key = "#{user.attributes[:first_name]} #{user.attributes[:last_name]}" - report['usersStats'][user_key] ||= {} - report['usersStats'][user_key] = user.stats + report['usersStats'][user.key] ||= {} + report['usersStats'][user.key] = user.stats end end @@ -83,14 +85,22 @@ def work(file_name) # users[cols[1]] = parse_user(cols) if line.start_with?(USER) # if cols[0] == 'user' # line.start_with?(USER) # binding.pry - parse_user(users, cols) if cols[0].start_with?(USER) - # binding.pry - # next unless cols[0] == 'session' - next unless cols[0].start_with?(SESSION) - - id = cols[1] - sessions[id] ||= [] - sessions[id] << parse_session(cols) + case cols[0] + when USER + parse_user(users, cols) + when SESSION + parse_session(sessions, cols) + end + # parse_user(users, cols) if cols[0] == USER + # # binding.pry + # # next unless cols[0] == 'session' + # # next unless cols[0] == SESSION + + # parse_session(sessions, cols) if cols[0] == SESSION + + # id = cols[1] + # sessions[id] ||= [] + # sessions[id] << parse_session(cols) end # Отчёт в json @@ -114,9 +124,9 @@ def work(file_name) unique_browsers = all_sessions.map { |s| s[:browser] }.uniq! report = {} - report['totalUsers'] = users.keys.count - report['uniqueBrowsersCount'] = unique_browsers.count - report['totalSessions'] = all_sessions.count + report['totalUsers'] = users.keys.length + report['uniqueBrowsersCount'] = unique_browsers.length + report['totalSessions'] = all_sessions.length report['allBrowsers'] = unique_browsers.sort! { |x, y| x <=> y }.join(COMMA) report['usersStats'] = {} @@ -128,8 +138,6 @@ def work(file_name) collect_stats_from_users(report, users_objects) File.open('result.json', 'w') do |file| - # file.write(report.to_json) - # binding.pry file.write(Oj.dump(report, mode: :compat)) file.write("\n") end From 3b4ce1e130491a56349849da2e58a0fe6c46290b Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Thu, 14 Mar 2019 00:27:19 +0300 Subject: [PATCH 06/11] step 4 --- case-study.md | 44 ++++++++++++++++++++++++++------------------ task-2.rb | 44 ++++++++------------------------------------ 2 files changed, 34 insertions(+), 54 deletions(-) diff --git a/case-study.md b/case-study.md index 88af8ac..157c3c7 100644 --- a/case-study.md +++ b/case-study.md @@ -35,13 +35,13 @@ ## Вникаем в детали системы, чтобы найти 20% точек роста -### Valgrind ### +### Valgrind Massif ### Зафиксируем размер потребляемой памяти работы программы на тестовых данных. Пиковое значение составило 91МБ ![massif visualizer](img/memory_before.png) ### Ruby-prof ### -Сформировал отчет `ruby-prof` с измерением `WALL_TIME`в режиме Flat. Видно, что больше всего процессорного времени забирает метод массива `each`. +Сформировал отчет `ruby-prof` с измерением `WALL_TIME` в режиме `Flat`. Видно, что больше всего процессорного времени забирает метод массива `each`. ``` %self total self wait child calls name 14.50 0.964 0.242 0.000 0.723 2 Array#each @@ -53,7 +53,7 @@ 6.09 0.101 0.101 0.000 0.000 67477 String#encode 5.49 0.160 0.091 0.000 0.068 22613 JSON::Ext::Generator::GeneratorMethods::Object#to_json ``` -При этом значительную часть времени занимают дочерние методы **0.723** от общего **0.964**. В режиме CallStack можно наблюдать неоптимальную ветвь. +При этом значительную часть времени занимают дочерние методы **0.723** от общего **0.964**. В режиме `CallStack` можно наблюдать неоптимальную ветвь. ![CallStack](img/call_stack.png) Вот какие проблемы удалось найти и решить @@ -90,13 +90,9 @@ Process 1 MB of data 9.537 (±10.5%) i/s - 47.000 in 5.044435s ![CallStack](img/call_stack_1.png) - - -## 3. Array#split - - ## 3. User#stats -30% +Примерно 30% занимает сбор статистики пользователя, из которого большая часть состовляет операции с массивом `map`, `all?`, `join`, `uniq`, `any?` + ### 3.1. sort! Больше всего времени занимает операция `sort!` Заменил на @@ -104,19 +100,21 @@ Process 1 MB of data 9.537 (±10.5%) i/s - 47.000 in 5.044435s sort! { |x, y| x <=> y } ``` Получил незначительный прирост производительности **9,8 ips** +Также была попытка использовать `SortedSet` но это только ухудшило метрику, пришлось откатываться +![CallStack](img/call_stack_2.png) ### 3.2. Regexp -1. Зафризил константы браузеров +Зафризил константы браузеров ```ruby IE = /INTERNET EXPLORER/.freeze CHROME = /CHROME/.freeze ``` -и заменил +и заменил `=~` ```ruby usedIE: browsers.any? { |b| b =~ IE }, alwaysUsedChrome: browsers.uniq.all? { |b| b =~ CHROME }, ``` -на метод `match? +на метод `match?` ```ruby usedIE: browsers.any? { |b| b.match?(IE) }, alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, @@ -124,14 +122,24 @@ alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, Получил еще незначительный прирост производительности **10,1 ips** ### 3.3. count >> length +Согласно [ruby-fast](https://github.com/JuanitoFatas/fast-ruby) заменил у всех массивов метод `count` на `lenght`, это тоже дало незначительный прирост **10,4 ips** + +В целом после мелких и прирост составил **~1 ips** + +### 4. with_object +Порядка 20% занимаем работа enumarator-a `with_object` +Передалал на `each` +Получил прирост производительности **10,8 ips** за те же **~5 сек** ## Результаты -В результате проделанной оптимизации наконец удалось обработать файл с данными. -Удалось улучшить метрику системы с **~3.268 ips до ** -Время выполнения программы с тестовыми данными составило сек. -Время работы программы с реальными данными составило сек +В результате проделанной оптимизации удалось существенно ускорить обработку файла +Удалось улучшить метрику системы с **~3.268 ips до 10,8 ips** +Время выполнения программы с тестовыми данными составило **5 сек**. +Время работы программы с реальными данными составило **13,67 сек** + +Также немного удалось снизить потреблением памяти до **84,6 МБ** +![massif visualizer](img/memory_after.png) -Регулярки зло ## Защита от регресса производительности -Для защиты от потери достигнутого прогресса при дальнейших изменениях программы написан performance тест +Для защиты от потери достигнутого прогресса при дальнейших изменениях программы написан тест diff --git a/task-2.rb b/task-2.rb index de9d773..2aa5284 100644 --- a/task-2.rb +++ b/task-2.rb @@ -1,10 +1,10 @@ # frozen_string_literal: true -# require 'json' require 'pry' require 'date' require 'oj' require 'ruby-progressbar' +require 'set' IE = /INTERNET EXPLORER/.freeze CHROME = /CHROME/.freeze @@ -13,11 +13,10 @@ COMMA = ','.freeze class User - attr_reader :attributes, :sessions, :browsers, :time, :key + attr_reader :sessions, :browsers, :time, :key def initialize(attributes:, sessions:) @key = "#{attributes[:first_name]} #{attributes[:last_name]}" - @attributes = attributes @sessions = sessions @browsers = sessions.map { |s| s[:browser] }.sort! { |x, y| x <=> y } @time = sessions.map { |s| s[:time] } @@ -57,50 +56,24 @@ def parse_session(sessions, fields) sessions end -def collect_stats_from_users(report, users_objects) - users_objects.each do |user| - report['usersStats'][user.key] ||= {} - report['usersStats'][user.key] = user.stats - end -end - def work(file_name) - GC.disable - # IO.foreach() + # GC.disable file_lines = File.read(file_name).split("\n") # progressbar = ProgressBar.create(total: file_lines.count, format: '%a, %J, %E %B') users = {} sessions = {} - # IO.foreach(file_name) - # File.read(file_name).each_line do |line| file_lines.each do |line| - # binding.pry # progressbar.increment - - # line.start_with?(USER) - cols = line.split(COMMA) - # users[cols[1]] = parse_user(cols) if line.start_with?(USER) # if cols[0] == 'user' - # line.start_with?(USER) - # binding.pry + case cols[0] when USER parse_user(users, cols) when SESSION parse_session(sessions, cols) end - # parse_user(users, cols) if cols[0] == USER - # # binding.pry - # # next unless cols[0] == 'session' - # # next unless cols[0] == SESSION - - # parse_session(sessions, cols) if cols[0] == SESSION - - # id = cols[1] - # sessions[id] ||= [] - # sessions[id] << parse_session(cols) end # Отчёт в json @@ -130,13 +103,12 @@ def work(file_name) report['allBrowsers'] = unique_browsers.sort! { |x, y| x <=> y }.join(COMMA) report['usersStats'] = {} - # Статистика по пользователям - users_objects = users.each.with_object([]) do |(user_id, attrs), arr| - arr << User.new(attributes: attrs, sessions: sessions[user_id]) + users.each do |user_id, attrs| + user = User.new(attributes: attrs, sessions: sessions[user_id]) + report['usersStats'][user.key] ||= {} + report['usersStats'][user.key] = user.stats end - collect_stats_from_users(report, users_objects) - File.open('result.json', 'w') do |file| file.write(Oj.dump(report, mode: :compat)) file.write("\n") From 7b4b555f2b945b237ced3b0e7f39a640d3426f22 Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Thu, 14 Mar 2019 00:30:59 +0300 Subject: [PATCH 07/11] progress bar --- task-2.rb | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/task-2.rb b/task-2.rb index 2aa5284..b96abc9 100644 --- a/task-2.rb +++ b/task-2.rb @@ -57,15 +57,14 @@ def parse_session(sessions, fields) end def work(file_name) - # GC.disable file_lines = File.read(file_name).split("\n") - # progressbar = ProgressBar.create(total: file_lines.count, format: '%a, %J, %E %B') + progressbar = ProgressBar.create(total: file_lines.length, format: '%a, %J, %E %B') users = {} sessions = {} file_lines.each do |line| - # progressbar.increment + progressbar.increment cols = line.split(COMMA) case cols[0] From 00dc7e75239fa41cbde27089e6e9b4b4dac6edff Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Thu, 14 Mar 2019 00:36:15 +0300 Subject: [PATCH 08/11] add images --- case-study.md | 4 ++-- feedback-loop.rb | 21 +++++++++++++++++++++ img/call_stack.png | Bin 0 -> 265727 bytes img/call_stack_1.png | Bin 0 -> 245975 bytes img/call_stack_2.png | Bin 0 -> 261249 bytes img/memory_after.png | Bin 0 -> 248153 bytes img/memory_before.png | Bin 0 -> 249297 bytes 7 files changed, 23 insertions(+), 2 deletions(-) create mode 100644 feedback-loop.rb create mode 100644 img/call_stack.png create mode 100644 img/call_stack_1.png create mode 100644 img/call_stack_2.png create mode 100644 img/memory_after.png create mode 100644 img/memory_before.png diff --git a/case-study.md b/case-study.md index 157c3c7..d81677f 100644 --- a/case-study.md +++ b/case-study.md @@ -91,7 +91,7 @@ Process 1 MB of data 9.537 (±10.5%) i/s - 47.000 in 5.044435s ![CallStack](img/call_stack_1.png) ## 3. User#stats -Примерно 30% занимает сбор статистики пользователя, из которого большая часть состовляет операции с массивом `map`, `all?`, `join`, `uniq`, `any?` +Примерно 30% занимает сбор статистики пользователя, из которого большая часть составляет операции с массивом `map`, `all?`, `join`, `uniq`, `any?` ### 3.1. sort! Больше всего времени занимает операция `sort!` @@ -126,7 +126,7 @@ alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, В целом после мелких и прирост составил **~1 ips** -### 4. with_object +## 4. with_object Порядка 20% занимаем работа enumarator-a `with_object` Передалал на `each` Получил прирост производительности **10,8 ips** за те же **~5 сек** diff --git a/feedback-loop.rb b/feedback-loop.rb new file mode 100644 index 0000000..3a4e9e3 --- /dev/null +++ b/feedback-loop.rb @@ -0,0 +1,21 @@ +require 'benchmark/ips' +require './task-2.rb' + +def reevaluate_metric + Benchmark.ips do |bench| + bench.report('Process 1 MB of data') do + work('data/data_1mb.txt') + end + end +end + +def test_correctness + File.write('result.json', '') + work('fixtures/data_fixture.txt') + expected_result = File.read('fixtures/expected_result_fixture.json') + passed = expected_result == File.read('result.json') + passed ? puts('PASSED') : puts('!!! 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z{6*L~buq%iaK*9F(;DjkeCGrHT%^sG;& z#h5GW#H9!_v(as`?;-ibu+Bu5{Ukc=U_%0&2YgtfYVrk=Y!TnRii>hOqYLe>s&-gV zYH3A~Ou8osM|{c648axhQ`OgF8`epFL?!C_eFW|3IXq+p%?s&k^_ny?aanYCbp>M3 zDcJM5I<<$H8GXI>rm73yqY^&!={yqAlmX77f288le0R_Ixp{ti+JLcoO)@G*H1vbV zF2r|b)~tgSPd(mLdvJK_G{1h%-`A2rcST1Z8dX)yTTm(`3&b}+Ck~nekm?DIe?p% zqqUpID;KN3^j|qxTD{?UZtDuX%Vy)|<|M|;Yl;2AWUg^ literal 0 HcmV?d00001 From d83c91ebed20f457c6a03fe469014af3e9d17da6 Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Fri, 15 Mar 2019 00:02:36 +0300 Subject: [PATCH 09/11] fix 1 --- case-study.md | 2 +- task-2.rb | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/case-study.md b/case-study.md index d81677f..edb0147 100644 --- a/case-study.md +++ b/case-study.md @@ -34,7 +34,7 @@ Исходная программа имеет **~3.268 ips**, время работы составило **~5,2 сек.** ## Вникаем в детали системы, чтобы найти 20% точек роста - +### ### Valgrind Massif ### Зафиксируем размер потребляемой памяти работы программы на тестовых данных. Пиковое значение составило 91МБ diff --git a/task-2.rb b/task-2.rb index b96abc9..9dc0513 100644 --- a/task-2.rb +++ b/task-2.rb @@ -59,12 +59,12 @@ def parse_session(sessions, fields) def work(file_name) file_lines = File.read(file_name).split("\n") - progressbar = ProgressBar.create(total: file_lines.length, format: '%a, %J, %E %B') + # progressbar = ProgressBar.create(total: file_lines.length, format: '%a, %J, %E %B') users = {} sessions = {} file_lines.each do |line| - progressbar.increment + # progressbar.increment cols = line.split(COMMA) case cols[0] From 00dffe1a33e737edf1b610c6d251572e46d09b48 Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Fri, 15 Mar 2019 00:37:33 +0300 Subject: [PATCH 10/11] flamegraph --- case-study.md | 5 ++++- img/flamegraph.png | Bin 0 -> 123885 bytes task-2.rb | 5 ++--- 3 files changed, 6 insertions(+), 4 deletions(-) create mode 100644 img/flamegraph.png diff --git a/case-study.md b/case-study.md index edb0147..a5b971c 100644 --- a/case-study.md +++ b/case-study.md @@ -34,7 +34,10 @@ Исходная программа имеет **~3.268 ips**, время работы составило **~5,2 сек.** ## Вникаем в детали системы, чтобы найти 20% точек роста -### +### RbSpy +По flamegraph видно, что больше всего процессорного времени занимает си функции и сбор статистики пользователя +![massif visualizer](img/flamegraph.png) + ### Valgrind Massif ### Зафиксируем размер потребляемой памяти работы программы на тестовых данных. 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{!)U_P*m7KP$Z#q2X;tGnH#x8HE081 z3xqS}Pu~A@GwQP>9y5~%@3FA&)5K5FqoTBTsTC*&{L~D|6a1U%#3Xkm&Y}7rVvzm> zEQ|knEIi)Rvv?Sy!o>bx?`bT8rr0$?V4824++UnI^ZyQBk2fIoX8y_E-uoX7)aXGg z3`jX>>1PUfTw61D-Ztu6u{q9 zB-Hx(!MsBrWso@4_kyN6SIo_Zl~knhJw6(vu{$jA=X zL9bo8v-{Cy%}n$PwdGj1@vExI0CyP zf1OQwv*$b$J;;uneR|^RAO9q-g)Y=``b=_=|M@BDB%Wa7O+wX9mkh<IF zlBYz$C->i^ix&p_A8LyMQ~zHQ-u@f0&*iq)KKN+~6k! z?ms_M<2L-<{xdVx|Mg53pUnmTf4yF82^7WZL&^jZItyuUR-+o#8Qm@WB3( gkdQI(A3?XhFAz>(y(y}3k~u=Jt6W1}z5Dq80P&Q6NB{r; literal 0 HcmV?d00001 diff --git a/task-2.rb b/task-2.rb index 9dc0513..43e1b35 100644 --- a/task-2.rb +++ b/task-2.rb @@ -4,7 +4,6 @@ require 'date' require 'oj' require 'ruby-progressbar' -require 'set' IE = /INTERNET EXPLORER/.freeze CHROME = /CHROME/.freeze @@ -59,12 +58,12 @@ def parse_session(sessions, fields) def work(file_name) file_lines = File.read(file_name).split("\n") - # progressbar = ProgressBar.create(total: file_lines.length, format: '%a, %J, %E %B') + progressbar = ProgressBar.create(total: file_lines.length, format: '%a, %J, %E %B') users = {} sessions = {} file_lines.each do |line| - # progressbar.increment + progressbar.increment cols = line.split(COMMA) case cols[0] From 852c1ccb46696892bf22a60d15c386e3c7229fc2 Mon Sep 17 00:00:00 2001 From: Andrey Paderin Date: Fri, 15 Mar 2019 01:18:37 +0300 Subject: [PATCH 11/11] fix 2 --- case-study.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/case-study.md b/case-study.md index a5b971c..e18b0e2 100644 --- a/case-study.md +++ b/case-study.md @@ -78,7 +78,7 @@ end Если убрать это лишнее преобразование получим прирост до **8,5 ips** за то же время работы программы в 5 сек. ## 2. to_json -Следующий в топе метод `to_json` занимал **23%** процессорного времени, преобразование отчета в json при записи файла +Следующий в топе метод `to_json` занимал **23%** процессорного времени, преобразование отчета в json при записи файла. Оценил [сравнение производительности гемов](http://www.ohler.com/dev/oj_misc/performance_compat.html). Заменил гем `json` на `oj` @@ -130,14 +130,16 @@ alwaysUsedChrome: browsers.uniq.all? { |b| b.match?(CHROME) }, В целом после мелких и прирост составил **~1 ips** ## 4. with_object -Порядка 20% занимаем работа enumarator-a `with_object` -Передалал на `each` -Получил прирост производительности **10,8 ips** за те же **~5 сек** +Порядка 20% занимаем работа enumarator-a `with_object`. +Переделал на `each`, +получил прирост производительности **10,8 ips** за те же **~5 сек** ## Результаты -В результате проделанной оптимизации удалось существенно ускорить обработку файла +В результате проделанной оптимизации удалось существенно ускорить обработку файла. Удалось улучшить метрику системы с **~3.268 ips до 10,8 ips** + Время выполнения программы с тестовыми данными составило **5 сек**. + Время работы программы с реальными данными составило **13,67 сек** Также немного удалось снизить потреблением памяти до **84,6 МБ**

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