From 701b685334959a71934d72356b709c75bd8ad867 Mon Sep 17 00:00:00 2001 From: Struchkov Mark Date: Tue, 3 Dec 2024 22:19:18 +0300 Subject: [PATCH] =?UTF-8?q?=D0=9E=D0=B1=D0=BD=D0=BE=D0=B2=D0=BB=D0=B5?= =?UTF-8?q?=D0=BD=D0=B8=D0=B5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- dev/architecture/Event Sourcing.md | 43 +++++++++++++ dev/architecture/Throughput.md | 3 +- .../highload/Балансировка нагрузки.md | 2 + .../highload/Вертикальное масштабирование.md | 8 +-- .../Горизонтальное масштабирование.md | 9 +-- dev/architecture/Архитектурная концепция.md | 17 ++--- dev/architecture/Архитектурный паттерн.md | 31 +++++++++ .../Асинхронное программирование.md | 2 +- .../Гранулярность микросервисов.md | 47 -------------- .../Декомпозиция на микросервисы.md | 38 ++++++++++- .../Масштабирование информационной системы.md | 41 ++++++++++++ .../Масштабирование по осям X, Y и Z.md | 60 ++++++++++++++++++ dev/architecture/Монолитная архитектура.md | 6 +- dev/architecture/Паттерн проектирования.md | 1 + dev/architecture/Распределенный монолит.md | 2 +- .../Реактивное программирование.md | 4 +- dev/Парадигма разработки.md | 26 ++++++++ .../99a03ca9-8253-4085-912e-459dd62f839d.jpg | Bin 0 -> 1314562 bytes .../images/Pasted image 20240412202007.png | Bin 0 -> 702668 bytes .../images/Pasted image 20241202191611.png | Bin 0 -> 876438 bytes .../cfac08bc-c9b0-4894-ab40-7e319c5bc13b.jpg | Bin 0 -> 526166 bytes .../comp/Pasted image 20240412202007.png | Bin 0 -> 283731 bytes .../comp/Pasted image 20240412202007.png.md5 | 1 + .../comp/Pasted image 20241202191611.png | Bin 0 -> 240948 bytes .../comp/Pasted image 20241202191611.png.md5 | 1 + .../df56a7dd-ec73-4188-9502-8b6db06762f6.jpg | Bin 0 -> 786066 bytes .../99a03ca9-8253-4085-912e-459dd62f839d.webp | Bin 0 -> 181392 bytes ...03ca9-8253-4085-912e-459dd62f839d.webp.md5 | 1 + .../webp/Pasted image 20240412202007.webp | Bin 0 -> 164458 bytes .../webp/Pasted image 20240412202007.webp.md5 | 1 + .../webp/Pasted image 20241202191611.webp | Bin 0 -> 45410 bytes .../webp/Pasted image 20241202191611.webp.md5 | 1 + .../cfac08bc-c9b0-4894-ab40-7e319c5bc13b.webp | Bin 0 -> 138396 bytes ...c08bc-c9b0-4894-ab40-7e319c5bc13b.webp.md5 | 1 + .../df56a7dd-ec73-4188-9502-8b6db06762f6.webp | Bin 0 -> 96260 bytes ...6a7dd-ec73-4188-9502-8b6db06762f6.webp.md5 | 1 + meta/zero/00 HighLoad.md | 1 + 37 files changed, 265 insertions(+), 83 deletions(-) create mode 100644 dev/architecture/Event Sourcing.md create mode 100644 dev/architecture/Архитектурный паттерн.md delete mode 100644 dev/architecture/Гранулярность микросервисов.md create mode 100644 dev/architecture/Масштабирование информационной системы.md create mode 100644 dev/architecture/Масштабирование по осям X, Y и Z.md create mode 100644 dev/Парадигма разработки.md create mode 100644 meta/files/images/99a03ca9-8253-4085-912e-459dd62f839d.jpg create mode 100644 meta/files/images/Pasted image 20240412202007.png create mode 100644 meta/files/images/Pasted image 20241202191611.png create mode 100644 meta/files/images/cfac08bc-c9b0-4894-ab40-7e319c5bc13b.jpg create mode 100644 meta/files/images/comp/Pasted image 20240412202007.png create mode 100644 meta/files/images/comp/Pasted image 20240412202007.png.md5 create mode 100644 meta/files/images/comp/Pasted image 20241202191611.png create mode 100644 meta/files/images/comp/Pasted image 20241202191611.png.md5 create mode 100644 meta/files/images/df56a7dd-ec73-4188-9502-8b6db06762f6.jpg create mode 100644 meta/files/images/webp/99a03ca9-8253-4085-912e-459dd62f839d.webp create mode 100644 meta/files/images/webp/99a03ca9-8253-4085-912e-459dd62f839d.webp.md5 create mode 100644 meta/files/images/webp/Pasted image 20240412202007.webp create mode 100644 meta/files/images/webp/Pasted image 20240412202007.webp.md5 create mode 100644 meta/files/images/webp/Pasted image 20241202191611.webp create mode 100644 meta/files/images/webp/Pasted image 20241202191611.webp.md5 create mode 100644 meta/files/images/webp/cfac08bc-c9b0-4894-ab40-7e319c5bc13b.webp create mode 100644 meta/files/images/webp/cfac08bc-c9b0-4894-ab40-7e319c5bc13b.webp.md5 create mode 100644 meta/files/images/webp/df56a7dd-ec73-4188-9502-8b6db06762f6.webp create mode 100644 meta/files/images/webp/df56a7dd-ec73-4188-9502-8b6db06762f6.webp.md5 diff --git a/dev/architecture/Event Sourcing.md b/dev/architecture/Event Sourcing.md new file mode 100644 index 00000000..1906e22f --- /dev/null +++ b/dev/architecture/Event Sourcing.md @@ -0,0 +1,43 @@ +--- +aliases: +tags: + - maturity/🌱 +date: 2024-12-02 +--- +Event Sourcing — это [[архитектурный паттерн]], при котором состояние системы не сохраняется напрямую, а восстанавливается путем воспроизведения последовательности событий. Каждое событие отражает изменение в системе и сохраняется в неизменяемом журнале событий (event log). + +**Принципы:** +- **Неизменяемость событий**. Каждое событие записывается единожды и не подлежит изменению. +- **Воспроизведение событий**. Текущее состояние объекта вычисляется путем последовательного применения событий, начиная с исходного состояния. +- **Хранилище событий**. Все события хранятся в базе данных, которая может быть оптимизирована для их последовательной записи. + +**Преимущества:** +- **Аудит и прозрачность**. Хранилище событий предоставляет полный лог изменений, что упрощает аудит и диагностику. +- **Производительность и масштабирование**. Увеличение производительности за счет использования хранилища событий и построения проекций для чтения. +- **Восстановление состояния**. Легкость восстановления системы после сбоя путем проигрывания всех событий. +- **Возможности для анализа**. Хранилище событий может использоваться для ретроспективного анализа данных. + +**Ограничения:** +- **Усложнение системы**. Требуется дополнительная логика для обработки событий, создания проекций и управления хранилищем событий. +- **Версионирование событий**. Необходимость в управлении версиями событий при изменении их структуры. +- **Увеличение объема данных**. Хранение всех событий может привести к быстрому росту объема данных. +- **Задержка восстановления состояния**. При большом числе событий восстановление состояния может занимать много времени. + +**Применение:** +1. **Финансовые системы**. Для учета транзакций и обеспечения полного логирования операций. +2. **E-commerce**. Хранение всех изменений корзины пользователя или заказов. +3. **IoT**. Сохранение событий от датчиков для анализа в реальном времени или ретроспективы. +4. Паттерн [[../../../../knowledge/dev/архитектура/паттерн/CQRS|CQRS]]. Часто используется совместно с Event Sourcing для разделения операций чтения и записи. +*** +## Мета информация +**Область**:: [[../../meta/zero/00 Архитектура ИС|00 Архитектура ИС]] +**Родитель**:: [[Архитектурный паттерн]] +**Источник**:: +**Создана**:: [[2024-12-02]] +**Автор**:: +### Дополнительные материалы +- + +### Дочерние заметки + + diff --git a/dev/architecture/Throughput.md b/dev/architecture/Throughput.md index ca401eff..82af8019 100644 --- a/dev/architecture/Throughput.md +++ b/dev/architecture/Throughput.md @@ -1,6 +1,7 @@ --- aliases: - пропускная способность + - пропускной способности tags: - maturity/🌱 date: @@ -8,7 +9,7 @@ date: zero-link: - "[[../../meta/zero/00 HighLoad|00 HighLoad]]" parents: -linked: [] +linked: --- Throughput - пропускная способность системы, то есть количество работы, которое система или процесс может выполнить в единицу времени. diff --git a/dev/architecture/highload/Балансировка нагрузки.md b/dev/architecture/highload/Балансировка нагрузки.md index 7b6f9258..1ac4bbd6 100644 --- a/dev/architecture/highload/Балансировка нагрузки.md +++ b/dev/architecture/highload/Балансировка нагрузки.md @@ -3,6 +3,8 @@ aliases: - балансировку нагрузки - Балансировщик нагрузки - балансировщики нагрузки + - балансировщиком нагрузки + - балансировщиком tags: - maturity/🌱 date: 2024-06-13 diff --git a/dev/architecture/highload/Вертикальное масштабирование.md b/dev/architecture/highload/Вертикальное масштабирование.md index ba85ee43..200ace3b 100644 --- a/dev/architecture/highload/Вертикальное масштабирование.md +++ b/dev/architecture/highload/Вертикальное масштабирование.md @@ -2,15 +2,11 @@ aliases: - вертикальном масштабировании - вертикальному масштабированию + - scale-up tags: - maturity/🌱 date: - - 2024-03-12 -zero-link: - - "[[../../../meta/zero/00 HighLoad|00 HighLoad]]" -parents: -linked: - - "[[Горизонтальное масштабирование]]" --- Вертикальное масштабирование представляет собой увеличение мощности существующей машины или сервера путем добавления более мощных процессоров, большего объема оперативной памяти, большей емкости хранения данных и так далее, без добавления дополнительных машин в систему. Это противоположность [горизонтального масштабирования](Горизонтальное%20масштабирование.md), при котором мощность системы увеличивается за счет добавления дополнительных узлов. @@ -29,7 +25,7 @@ linked: *** ## Мета информация **Область**:: [[../../../meta/zero/00 HighLoad|00 HighLoad]] -**Родитель**:: +**Родитель**:: [[../Масштабирование информационной системы|Масштабирование информационной системы]] **Источник**:: **Автор**:: **Создана**:: [[2024-03-12]] diff --git a/dev/architecture/highload/Горизонтальное масштабирование.md b/dev/architecture/highload/Горизонтальное масштабирование.md index ab053fa3..35db53db 100644 --- a/dev/architecture/highload/Горизонтальное масштабирование.md +++ b/dev/architecture/highload/Горизонтальное масштабирование.md @@ -5,11 +5,6 @@ tags: - maturity/🌱 date: - - 2024-03-12 -zero-link: - - "[[../../../meta/zero/00 HighLoad|00 HighLoad]]" -parents: -linked: - - "[[Вертикальное масштабирование]]" --- Горизонтальное масштабирование это процесс увеличения мощности системы за счет добавления дополнительных узлов в распределенную сеть, а не за счет увеличения мощности уже существующих узлов (как это происходит при [вертикальном масштабировании](Вертикальное%20масштабирование.md)). @@ -30,7 +25,7 @@ linked: *** ## Мета информация **Область**:: [[../../../meta/zero/00 HighLoad|00 HighLoad]] -**Родитель**:: +**Родитель**:: [[../Масштабирование информационной системы|Масштабирование информационной системы]] **Источник**:: **Автор**:: **Создана**:: [[2024-03-12]] @@ -39,6 +34,6 @@ linked: ### Дочерние заметки -- [[garden/ru/dev/architecture/highload/Репликация.md|Репликация]] +- [[Репликация]] - [[Проблема горизонтального масштабирования Websocket]] diff --git a/dev/architecture/Архитектурная концепция.md b/dev/architecture/Архитектурная концепция.md index 8f3caec6..ed5f41f2 100644 --- a/dev/architecture/Архитектурная концепция.md +++ b/dev/architecture/Архитектурная концепция.md @@ -9,17 +9,11 @@ date: 2024-10-01 **Цель**: - Определить базовые принципы, которые будут направлять разработку всей системы. - Решать проблемы на уровне системы, а не отдельных компонентов. - ## Классификация -На уровне системы: -- [[../../../../wiki/zero/00 Микросервисная архитектура|Микросервисная архитектура]] -- [[Монолитная архитектура]] -- [[../../../../_inbox/Событийно-ориентированное программирование|Событийно-ориентированное программирование]] -- [[Асинхронное программирование]] -- [[Реактивное программирование|Реактивное программирование]] - -На уровне компонентов системы: +- [[Архитектурный паттерн]] - [[Паттерн проектирования]] + +Прочие концепции: - [[Inversion of Control]] - [[Один клиент — один поток]] - [[Много клиентов — один поток]] @@ -38,10 +32,9 @@ date: 2024-10-01 - [[Событийно-ориентированное программирование]] - [[Inversion of Control]] -- [[Асинхронное программирование]] +- [[Большой комок грязи]] - [[Много клиентов — один поток]] - [[Один клиент — один поток]] - [[Паттерн проектирования]] -- [[Реактивное программирование]] -- [[00 Микросервисная архитектура]] +- [[Архитектурный паттерн]] diff --git a/dev/architecture/Архитектурный паттерн.md b/dev/architecture/Архитектурный паттерн.md new file mode 100644 index 00000000..f3e24172 --- /dev/null +++ b/dev/architecture/Архитектурный паттерн.md @@ -0,0 +1,31 @@ +--- +aliases: + - архитектурный шаблон + - Architectural Pattern +tags: + - maturity/🌱 +date: 2024-12-02 +--- +Архитектуры: +- [[../../../../wiki/zero/00 Микросервисная архитектура|Микросервисная архитектура]] +- [[Монолитная архитектура]] + +- [[Event Sourcing]] +*** +## Мета информация +**Область**:: [[../../meta/zero/00 Архитектура ИС|00 Архитектура ИС]] +**Родитель**:: [[Архитектурная концепция]] +**Источник**:: +**Создана**:: [[2024-12-02]] +**Автор**:: +### Дополнительные материалы +- + +### Дочерние заметки + + +- [[Event Sourcing]] +- [[Монолитная архитектура]] +- [[00 Микросервисная архитектура]] + + diff --git a/dev/architecture/Асинхронное программирование.md b/dev/architecture/Асинхронное программирование.md index df8ce7f3..ee23cf40 100644 --- a/dev/architecture/Асинхронное программирование.md +++ b/dev/architecture/Асинхронное программирование.md @@ -10,7 +10,7 @@ date: 2024-10-08 *** ## Мета информация **Область**:: [[../../meta/zero/00 Архитектура ПО|00 Архитектура ПО]] -**Родитель**:: [[../architecture/Архитектурная концепция|Архитектурная концепция]] +**Родитель**:: [[../Парадигма разработки|Парадигма разработки]] **Источник**:: **Создана**:: [[2024-10-08]] **Автор**:: diff --git a/dev/architecture/Гранулярность микросервисов.md b/dev/architecture/Гранулярность микросервисов.md deleted file mode 100644 index 768a137d..00000000 --- a/dev/architecture/Гранулярность микросервисов.md +++ /dev/null @@ -1,47 +0,0 @@ ---- -aliases: - - размер микросервиса - - гранулярность микросервисов -tags: - - maturity/🌱 -date: 2024-11-24 ---- -Гранулярность микросервисов — это один из ключевых вопросов при проектировании распределённых систем. От неё зависит многое: гибкость архитектуры, масштабируемость, время разработки и стоимость поддержки. Однако определение оптимального размера каждого сервиса — задача не из лёгких. - -Гранулярность в контексте микросервисной архитектуры — это уровень разделения логики системы на отдельные сервисы. Слишком крупные сервисы рискуют превратиться в [[Монолитная архитектура|монолиты]], теряя преимущества микросервисного подхода. Слишком мелкие, наоборот, создают сложности в управлении и коммуникации, что приводит к росту накладных расходов. - -Основной вызов заключается в нахождении оптимального баланса. Микросервисы должны быть достаточно маленькими, чтобы можно было легко управлять их жизненным циклом и развивать независимо от других компонентов. В то же время они должны оставаться самодостаточными и функциональными. - -**Принципы определения гранулярности** -1. **Бизнес-ориентированность**. Микросервис должен отражать конкретный бизнес-процесс или функциональную область. Если сервис охватывает слишком много бизнес-логики, его стоит разделить на более специализированные компоненты. Например, в системе для интернет-магазина логика управления заказами и обработка платежей должны быть разделены на два сервиса. -2. Правило [[Single Responsibility Principle|единственной ответственности]]. Каждый микросервис должен выполнять одну задачу и делать это хорошо. Если сервис отвечает за множество разнородных функций, вероятно, его стоит разделить. Например, сервис, отвечающий и за авторизацию, и за управление профилем пользователя, нарушает принцип единственной ответственности. -3. Слабая [[связанность]] и высокая [[Связность|связность]]. Сервисы должны быть слабо связаны друг с другом, чтобы изменения в одном не требовали изменений в других. В то же время внутренняя логика сервиса должна быть максимально когерентной — все функции должны быть тесно связаны и иметь смысл как единое целое. -4. **Коммуникационные накладные расходы**. При излишнем разделении микросервисов коммуникация между ними может стать значительной проблемой. Каждое взаимодействие требует сетевых запросов, которые увеличивают время отклика и усложняют тестирование. Избежать этого можно, объединяя сервисы, которые часто взаимодействуют друг с другом. -5. **Масштабируемость и независимость деплоя**. Один из ключевых факторов в пользу микросервисов — возможность масштабировать и развертывать сервисы независимо друг от друга. При этом важно помнить, что слишком мелкие микросервисы могут превратиться в головную боль для команды DevOps из-за увеличения количества деплоя и инфраструктурных задач. - -**Подходы к выбору гранулярности** -- Разбиение по [[Доменная область|доменным областям]]. Этот подход предполагает разделение микросервисов по бизнес-доменам. Например, в системе для электронной коммерции могут существовать отдельные сервисы для управления каталогом товаров, работы с корзиной и обработкой платежей. -- **Использование событий**. [[../../../../_inbox/Событийно-ориентированное программирование|Событийная архитектура]] позволяет разделять микросервисы на основе того, как данные движутся через систему. Это помогает уменьшить связанность, так как каждый сервис реагирует только на те события, которые ему необходимы. -- **Практика "Strangler Fig"**. Этот метод подразумевает постепенное выделение функциональности из монолита в микросервисы. Это помогает определить оптимальную гранулярность, анализируя, какие части системы требуют частых изменений и могут быть разделены без излишних коммуникационных накладных расходов. - -**Ошибки, которых следует избегать** -1. **Слишком крупные сервисы (микромонолиты)**. Они теряют преимущество независимости и приводят к тому, что разработчики вновь оказываются в рамках монолита, но с более сложной архитектурой деплоя и управления. -2. **Излишняя гранулярность**. Чрезмерное разделение приводит к лавине коммуникаций и делает систему неуправляемой. Это может также вызвать рост сложности в управлении транзакциями и согласованностью данных. -3. **Игнорирование бизнес-логики**. Определение границ микросервисов только на основе технических аспектов, без учёта бизнес-логики, приводит к нарушению когезии и снижению эффективности разработки. - -**Практические рекомендации** -- **Начинайте с более крупных сервисов** и постепенно выделяйте их части, когда возникает потребность в независимом развитии и деплое. Это поможет избежать излишней сложности на начальных этапах. -- **Анализируйте связи между сервисами**. Регулярный анализ зависимостей и коммуникационных потоков поможет понять, не стали ли отдельные сервисы слишком тесно связаны и не следует ли их объединить. -*** -## Мета информация -**Область**:: [[../../../../wiki/zero/00 Микросервисная архитектура|00 Микросервисная архитектура]] -**Родитель**:: [[Микросервис]] -**Источник**:: -**Создана**:: [[2024-11-24]] -**Автор**:: -### Дополнительные материалы -- - -### Дочерние заметки - - diff --git a/dev/architecture/Декомпозиция на микросервисы.md b/dev/architecture/Декомпозиция на микросервисы.md index 8dbb0a90..f129e8f4 100644 --- a/dev/architecture/Декомпозиция на микросервисы.md +++ b/dev/architecture/Декомпозиция на микросервисы.md @@ -1,21 +1,53 @@ --- aliases: - - декомпозиции сервисов + - размер микросервиса + - гранулярность микросервисов + - декомпозиции на микросервисы + - декомпозиции системы tags: - maturity/🌱 -date: 2024-11-27 +date: 2024-11-24 --- +Гранулярность микросервисов — это один из ключевых вопросов при проектировании распределённых систем. От неё зависит многое: гибкость архитектуры, масштабируемость, время разработки и стоимость поддержки. Однако определение оптимального размера каждого сервиса — задача не из лёгких. + +Гранулярность в контексте микросервисной архитектуры — это уровень разделения логики системы на отдельные сервисы. Слишком крупные сервисы рискуют превратиться в [[Монолитная архитектура|монолиты]], теряя преимущества микросервисного подхода. Слишком мелкие, наоборот, создают сложности в управлении и коммуникации, что приводит к росту накладных расходов. + +Основной вызов заключается в нахождении оптимального баланса. Микросервисы должны быть достаточно маленькими, чтобы можно было легко управлять их жизненным циклом и развивать независимо от других компонентов. В то же время они должны оставаться самодостаточными и функциональными. + +**Принципы определения гранулярности** +1. **Бизнес-ориентированность**. Микросервис должен отражать конкретный бизнес-процесс или функциональную область. Если сервис охватывает слишком много бизнес-логики, его стоит разделить на более специализированные компоненты. Например, в системе для интернет-магазина логика управления заказами и обработка платежей должны быть разделены на два сервиса. +2. Правило [[Single Responsibility Principle|единственной ответственности]]. Каждый микросервис должен выполнять одну задачу и делать это хорошо. Если сервис отвечает за множество разнородных функций, вероятно, его стоит разделить. Например, сервис, отвечающий и за авторизацию, и за управление профилем пользователя, нарушает принцип единственной ответственности. +3. Слабая [[связанность]] и высокая [[Связность|связность]]. Сервисы должны быть слабо связаны друг с другом, чтобы изменения в одном не требовали изменений в других. В то же время внутренняя логика сервиса должна быть максимально когерентной — все функции должны быть тесно связаны и иметь смысл как единое целое. +4. **Коммуникационные накладные расходы**. При излишнем разделении микросервисов коммуникация между ними может стать значительной проблемой. Каждое взаимодействие требует сетевых запросов, которые увеличивают время отклика и усложняют тестирование. Избежать этого можно, объединяя сервисы, которые часто взаимодействуют друг с другом. +5. **Масштабируемость и независимость деплоя**. Один из ключевых факторов в пользу микросервисов — возможность масштабировать и развертывать сервисы независимо друг от друга. При этом важно помнить, что слишком мелкие микросервисы могут превратиться в головную боль для команды DevOps из-за увеличения количества деплоя и инфраструктурных задач. + +**Подходы к выбору гранулярности** +- Разбиение по [[Доменная область|доменным областям]]. Этот подход предполагает разделение микросервисов по бизнес-доменам. Например, в системе для электронной коммерции могут существовать отдельные сервисы для управления каталогом товаров, работы с корзиной и обработкой платежей. +- **Использование событий**. [[../../../../_inbox/Событийно-ориентированное программирование|Событийная архитектура]] позволяет разделять микросервисы на основе того, как данные движутся через систему. Это помогает уменьшить связанность, так как каждый сервис реагирует только на те события, которые ему необходимы. +- **Практика "Strangler Fig"**. Этот метод подразумевает постепенное выделение функциональности из монолита в микросервисы. Это помогает определить оптимальную гранулярность, анализируя, какие части системы требуют частых изменений и могут быть разделены без излишних коммуникационных накладных расходов. + +**Ошибки, которых следует избегать** +1. **Слишком крупные сервисы (микромонолиты)**. Они теряют преимущество независимости и приводят к тому, что разработчики вновь оказываются в рамках монолита, но с более сложной архитектурой деплоя и управления. +2. **Излишняя гранулярность**. Чрезмерное разделение приводит к лавине коммуникаций и делает систему неуправляемой. Это может также вызвать рост сложности в управлении транзакциями и согласованностью данных. +3. **Игнорирование бизнес-логики**. Определение границ микросервисов только на основе технических аспектов, без учёта бизнес-логики, приводит к нарушению когезии и снижению эффективности разработки. + +**Практические рекомендации** +- **Начинайте с более крупных сервисов** и постепенно выделяйте их части, когда возникает потребность в независимом развитии и деплое. Это поможет избежать излишней сложности на начальных этапах. +- **Анализируйте связи между сервисами**. Регулярный анализ зависимостей и коммуникационных потоков поможет понять, не стали ли отдельные сервисы слишком тесно связаны и не следует ли их объединить. *** ## Мета информация **Область**:: [[../../../../wiki/zero/00 Микросервисная архитектура|00 Микросервисная архитектура]] **Родитель**:: [[Микросервис]] **Источник**:: -**Создана**:: [[2024-11-27]] +**Создана**:: [[2024-11-24]] **Автор**:: ### Дополнительные материалы - ### Дочерние заметки + +- [[Объединение данных из разных микросервисов]] + diff --git a/dev/architecture/Масштабирование информационной системы.md b/dev/architecture/Масштабирование информационной системы.md new file mode 100644 index 00000000..98764fe1 --- /dev/null +++ b/dev/architecture/Масштабирование информационной системы.md @@ -0,0 +1,41 @@ +--- +aliases: + - масштабирование + - масштабировании +tags: + - maturity/🌱 +date: 2024-12-03 +--- +**Масштабирование информационных систем** — это процесс увеличения [[Throughput|пропускной способности]] [[../../../../_inbox/Информационная система|информационной системы]] для обработки растущих объемов данных, запросов или пользователей. Этот процесс позволяет системе сохранять стабильность и производительность при росте нагрузки. + +Существует три ключевых подхода к масштабированию: +1. [[highload/Вертикальное масштабирование|Вертикальное масштабирование]] (scale-up). Увеличение ресурсов одного узла, например, за счет добавления памяти или замены процессора на более мощный. Этот подход прост в реализации, но ограничен возможностями оборудования. +2. [[highload/Горизонтальное масштабирование|Горизонтальное масштабирование]] (scale-out). Добавление новых узлов в систему для распределения нагрузки. Этот способ требует дополнительной настройки архитектуры, но обеспечивает практически неограниченное расширение. +3. [[Масштабирование по осям X, Y и Z|Куб масштабирования приложений]] (cube scaling). Совмещение вертикального и горизонтального масштабирования с учетом сетевой архитектуры, контейнеризации и других современных технологий. + +**Когда нужно задуматься над масштабированием:** +- **Растущая нагрузка**: Увеличение числа пользователей или объема обрабатываемых данных. +- Необходимость высокой [[../../../../_inbox/Reliability|отказоустойчивости]]: Системы должны работать без перебоев, даже при сбоях отдельных компонентов. +- **Требование оптимизации ресурсов**: Гибкое добавление мощности для сокращения расходов. + +При выборе подхода важно учитывать: +- **Тип системы**: [[Монолитная архитектура|Монолитные приложения]] чаще масштабируются вертикально, а [[../../../../wiki/zero/00 Микросервисная архитектура|микросервисные]] — [[highload/Горизонтальное масштабирование|горизонтально]]. +- **Сложность архитектуры**: Простые системы легче масштабировать вертикально, в то время как сложные системы требуют горизонтального подхода. +- **Бюджет и долгосрочные цели**: Вертикальное масштабирование может быть дорого при достижении аппаратных лимитов, тогда как горизонтальное требует инвестиций в инфраструктуру. +*** +## Мета информация +**Область**:: [[../../meta/zero/00 Архитектура ИС|00 Архитектура ИС]] +**Родитель**:: +**Источник**:: +**Создана**:: [[2024-12-03]] +**Автор**:: +### Дополнительные материалы +- + +### Дочерние заметки + + +- [[Вертикальное масштабирование]] +- [[Горизонтальное масштабирование]] + + diff --git a/dev/architecture/Масштабирование по осям X, Y и Z.md b/dev/architecture/Масштабирование по осям X, Y и Z.md new file mode 100644 index 00000000..03ac8a51 --- /dev/null +++ b/dev/architecture/Масштабирование по осям X, Y и Z.md @@ -0,0 +1,60 @@ +--- +aliases: + - cube scaling + - Куб масштабирования приложений +tags: + - maturity/🌱 +date: + - - 2024-04-12 +--- +Для [[../../meta/zero/00 HighLoad|систем с высокой нагрузкой]] [[Масштабирование информационной системы|масштабирование]] является ключевым аспектом архитектурного проектирования. Концепция масштабирования по осям X, Y и Z помогает понять, как распределить нагрузку и обеспечить стабильность работы приложения. + +![](../../meta/files/images/cfac08bc-c9b0-4894-ab40-7e319c5bc13b.jpg) +## Масштабирование по оси Х +Масштабирование по оси X — это увеличение количества одинаковых экземпляров приложения, работающих за [[highload/Балансировка нагрузки|балансировщиком нагрузки]]. Этот подход соответствует понятию [[highload/Горизонтальное масштабирование|горизонтального масштабирования]]. + +**Как это работает**: Запросы от клиентов распределяются [[highload/Балансировка нагрузки|балансировщиком]] между несколькими идентичными экземплярами системы. + +**Основная цель**: +- Увеличение [[Throughput|пропускной способности]]. +- Повышение [[../../../../_inbox/Reliability|отказоустойчивости]] за счет резервирования. + +**Пример применения**: [[Монолитная архитектура|Монолитные приложения]], где запуск дополнительных экземпляров не требует изменения кода. + +![](../../meta/files/images/df56a7dd-ec73-4188-9502-8b6db06762f6.jpg) +## Масштабирование по оси Z +Масштабирование по оси Z предполагает разделение системы на подмножества данных, где каждый экземпляр приложения отвечает за обработку определенного набора данных. + +**Как это работает**: Входящий запрос направляется маршрутизатором к соответствующему экземпляру на основании определенного атрибута (например, `userid` или региона). + +**Основная цель**: +- Уменьшение нагрузки на каждый экземпляр. +- Ускорение обработки запросов за счет уменьшения объема данных, с которыми работает каждый узел. + +**Пример применения**: [[../../../../_inbox/Шардирование БД|Шардирование]] баз данных, где данные распределяются между разными серверами. + +![](../../meta/files/images/Pasted%20image%2020240412202007.png) + +## Масштабирование по оси Y +Масштабирование по оси Y основывается на функциональной [[Декомпозиция на микросервисы|декомпозиции системы]]. Вместо дублирования или разделения данных приложение разбивается на отдельные модули или сервисы. + +**Как это работает**: Монолитное приложение делится на самостоятельные модули или микросервисы, каждый из которых отвечает за свою часть функционала. + +**Основная цель**: +- Упрощение разработки и поддержки системы. +- Устранение узких мест, связанных с усложнением монолита. + +**Пример применения**: [[../../../../wiki/zero/00 Микросервисная архитектура|Микросервисная архитектура]], где каждый сервис обрабатывает свои задачи (например, управление пользователями, обработка платежей, логирование). + +![](../../meta/files/images/99a03ca9-8253-4085-912e-459dd62f839d.jpg) +*** +## Мета информация +**Область**:: [[../../meta/zero/00 Архитектура ИС|00 Архитектура ИС]] +**Родитель**:: [[Масштабирование информационной системы]] +**Источник**:: +**Автор**:: +**Создана**:: [[2024-04-12]] +### Дополнительные материалы +- +### Дочерние заметки + diff --git a/dev/architecture/Монолитная архитектура.md b/dev/architecture/Монолитная архитектура.md index 1fcc15a4..3a82a71c 100644 --- a/dev/architecture/Монолитная архитектура.md +++ b/dev/architecture/Монолитная архитектура.md @@ -3,13 +3,14 @@ aliases: - монолит - монолиты - монолитного приложения + - Монолитные приложения tags: - maturity/🌱 date: 2024-04-04 --- Монолитная архитектура — это способ проектирования, разработки и деплоя [[../../../../_inbox/Информационная система|информационной системы]] как единого целого. Все компоненты приложения — от пользовательского интерфейса до базы данных — объединены в одном приложении. Такой подход остаётся популярным для многих проектов из-за его простоты на начальных этапах. -Монолитный подход имеет ряд **преимуществ**, которые делают его привлекательным для небольших или средних проектов: +Преимущества: - **Простота разработки**. Все инструменты разработки (например, IDE) сосредоточены на создании единого приложения. Это упрощает работу команды, особенно если проект небольшой и команда ограничена в ресурсах. - **Лёгкость внесения радикальных изменений**. В монолитной архитектуре вы можете одновременно менять код и структуру базы данных. После этого достаточно пересобрать и развернуть новое приложение. - **Простота тестирования**. Сквозное тестирование охватывает всю систему сразу. Инструменты, такие как Selenium, позволяют тестировать пользовательский интерфейс, API и внутреннюю логику в одном процессе. @@ -17,7 +18,6 @@ date: 2024-04-04 - **Масштабирование путём клонирования**. Для увеличения производительности можно развернуть несколько экземпляров приложения за балансировщиком нагрузки, распределяя трафик между ними. Несмотря на простоту, монолитный подход имеет **ряд ограничений**, которые могут стать критическими при увеличении размера приложения или масштабировании бизнеса: - - **Трудности с масштабированием**. Программные модули конкурируют за ресурсы. Например, модуль обработки изображений, нагружающий CPU, может негативно влиять на стабильность других модулей. - **Единые технологии для всех задач**. Монолит ограничивает возможность использовать разные технологии для разных частей системы. Например, вы не сможете использовать Java для одних модулей, а C++ — для других. - **Проблемы с надёжностью и стабильностью**. Утечка памяти в одном модуле может вызвать сбой всей системы, поскольку в монолите все компоненты тесно связаны. @@ -26,7 +26,7 @@ date: 2024-04-04 *** ## Мета информация **Область**:: [[../../meta/zero/00 Архитектура ИС|00 Архитектура ИС]] -**Родитель**:: [[Архитектурная концепция]] +**Родитель**:: [[Архитектурный паттерн]] **Источник**:: **Автор**:: **Создана**:: [[2024-04-04]] diff --git a/dev/architecture/Паттерн проектирования.md b/dev/architecture/Паттерн проектирования.md index 8c32f2de..d72d903c 100644 --- a/dev/architecture/Паттерн проектирования.md +++ b/dev/architecture/Паттерн проектирования.md @@ -4,6 +4,7 @@ aliases: - шаблон проектирования - шаблонов проектирования - паттернов + - Design Pattern tags: - maturity/🌱 date: 2023-11-05 diff --git a/dev/architecture/Распределенный монолит.md b/dev/architecture/Распределенный монолит.md index 47883776..b1531d5e 100644 --- a/dev/architecture/Распределенный монолит.md +++ b/dev/architecture/Распределенный монолит.md @@ -19,7 +19,7 @@ date: 2024-11-24 **Причины появления распределенного монолита** - **Недостаточное понимание микросервисных принципов**. При переходе от монолита к микросервисам важно пересмотреть подходы к разработке и взаимодействию между компонентами. Не все команды понимают, что микросервисы требуют не только разбиения на отдельные сервисы, но и пересмотра способов их взаимодействия и управления данными. -- Излишняя [[Гранулярность микросервисов|гранулярность микросервисов]]. Желание сделать сервисы как можно более маленькими и специализированными иногда приводит к обратному результату — коммуникационные накладные расходы становятся слишком большими, и система превращается в распределенный монолит с большим количеством зависимостей. +- Излишняя [[Декомпозиция на микросервисы|гранулярность микросервисов]]. Желание сделать сервисы как можно более маленькими и специализированными иногда приводит к обратному результату — коммуникационные накладные расходы становятся слишком большими, и система превращается в распределенный монолит с большим количеством зависимостей. - **Общие ресурсы**. Использование общих баз данных ([[Shared Database|Shared Database]]) или сервисов, которые нельзя изменить независимо, приводит к тому, что сервисы не могут быть развернуты или изменены самостоятельно. - **Плохой дизайн API**. Сервисные интерфейсы, которые создают жесткие зависимости и требуют координации между разными сервисами, также способствуют появлению распределенного монолита. diff --git a/dev/architecture/Реактивное программирование.md b/dev/architecture/Реактивное программирование.md index d7ca3152..82d15efd 100644 --- a/dev/architecture/Реактивное программирование.md +++ b/dev/architecture/Реактивное программирование.md @@ -7,7 +7,7 @@ date: 2023-10-26 zero-link: - "[[../../meta/zero/00 Разработка|00 Разработка]]" parents: - - "[[Парадигмы разработки]]" + - "[[../Парадигма разработки]]" linked: --- **Реактивное программирование** — это парадигма, ориентированная на потоки данных и распространение изменений. Она использует асинхронные потоки данных (например, Observables в RxJava), которые позволяют обрабатывать события по мере их поступления с автоматическим управлением параллелизмом и асинхронностью. @@ -16,7 +16,7 @@ linked: *** ## Мета информация **Область**:: [[../../meta/zero/00 Разработка|00 Разработка]] -**Родитель**:: [[Архитектурная концепция]] +**Родитель**:: [[../Парадигма разработки|Парадигма разработки]] **Источник**:: **Автор**:: **Создана**:: [[2023-10-26]] diff --git a/dev/Парадигма разработки.md b/dev/Парадигма разработки.md new file mode 100644 index 00000000..9ae01a85 --- /dev/null +++ b/dev/Парадигма разработки.md @@ -0,0 +1,26 @@ +--- +aliases: +tags: + - maturity/🌱 +date: "[[2023-10-26]]" +zero-link: +parents: +linked: +--- +- [Реактивное программирование](architecture/Реактивное%20программирование.md) +- [[architecture/Асинхронное программирование|Асинхронное программирование]] +*** +## Мета информация +**Область**:: [[../meta/zero/00 Разработка|00 Разработка]] 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