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DbProviderFactory — провайдер-незалежний код","/csharp/ado-net/provider-factory","01.csharp/09.ado-net/07.provider-factory",{"title":438,"path":439,"stem":440},"9.8. Асинхронний доступ до даних","/csharp/ado-net/async-data-access","01.csharp/09.ado-net/08.async-data-access",{"title":442,"path":443,"stem":444},"9.9. Від'єднаний режим: DataSet, DataTable, DataRow","/csharp/ado-net/disconnected-mode-dataset","01.csharp/09.ado-net/09.disconnected-mode-dataset",{"title":446,"path":447,"stem":448},"9.10. DataAdapter — міст між DataSet та базою даних","/csharp/ado-net/data-adapter","01.csharp/09.ado-net/10.data-adapter",{"title":450,"path":451,"stem":452},"9.11. Data Mapper та Repository: Архітектура доступу до даних","/csharp/ado-net/data-mapper-repository","01.csharp/09.ado-net/11.data-mapper-repository",{"title":454,"path":455,"stem":456},"9.12. Identity Map, Unit of Work та Specification Pattern","/csharp/ado-net/advanced-patterns","01.csharp/09.ado-net/12.advanced-patterns",{"title":458,"icon":255,"path":459,"stem":460,"children":461,"page":59},"Ef Core","/csharp/ef-core","01.csharp/10.ef-core",[462,466,470,474,478,482,486,490,494,498,502,506,510,514,518,522,526,532,538,542,546,550,554,558,562,566,570,574,578,582,586,590,594,598,602,606,610,614,618,622,626,630,634,638,642,646],{"title":463,"path":464,"stem":465},"Що таке ORM? Від SQL до об'єктів","/csharp/ef-core/what-is-orm","01.csharp/10.ef-core/01.what-is-orm",{"title":467,"path":468,"stem":469},"Перший проєкт — від нуля до CRUD","/csharp/ef-core/first-project","01.csharp/10.ef-core/02.first-project",{"title":471,"path":472,"stem":473},"DbContext — Серце EF Core","/csharp/ef-core/dbcontext-deep-dive","01.csharp/10.ef-core/03.dbcontext-deep-dive",{"title":475,"path":476,"stem":477},"Провайдери баз даних — Архітектура та Вибір СУБД","/csharp/ef-core/database-providers","01.csharp/10.ef-core/04.database-providers",{"title":479,"path":480,"stem":481},"Конвенції EF Core — Магія без конфігурації","/csharp/ef-core/conventions","01.csharp/10.ef-core/05.conventions",{"title":483,"path":484,"stem":485},"Fluent API та Data Annotations — Явна конфігурація моделі","/csharp/ef-core/fluent-api-vs-annotations","01.csharp/10.ef-core/06.fluent-api-vs-annotations",{"title":487,"path":488,"stem":489},"Зв'язки — One-to-One та One-to-Many","/csharp/ef-core/relationships-basics","01.csharp/10.ef-core/07.relationships-basics",{"title":491,"path":492,"stem":493},"Зв'язки Advanced — Many-to-Many та Складні Сценарії","/csharp/ef-core/relationships-advanced","01.csharp/10.ef-core/08.relationships-advanced",{"title":495,"path":496,"stem":497},"Властивості — Типи, Конвертери, Компаратори (Частина 1)","/csharp/ef-core/property-configuration-part1","01.csharp/10.ef-core/09.property-configuration-part1",{"title":499,"path":500,"stem":501},"Властивості — Value Comparers, Generators, Shadow Properties (Частина 2)","/csharp/ef-core/property-configuration-part2","01.csharp/10.ef-core/09.property-configuration-part2",{"title":503,"path":504,"stem":505},"Складні типи — Owned Types та Complex Types (Частина 1)","/csharp/ef-core/complex-types-owned-part1","01.csharp/10.ef-core/10.complex-types-owned-part1",{"title":507,"path":508,"stem":509},"Складні типи — Complex Types, Keyless Entities, Порівняння (Частина 2)","/csharp/ef-core/complex-types-owned-part2","01.csharp/10.ef-core/10.complex-types-owned-part2",{"title":511,"path":512,"stem":513},"JSON Columns — Складні дані у JSON (Частина 1)","/csharp/ef-core/json-columns-part1","01.csharp/10.ef-core/11.json-columns-part1",{"title":515,"path":516,"stem":517},"JSON Columns — Value Comparers, Індекси, Провайдери (Частина 2)","/csharp/ef-core/json-columns-part2","01.csharp/10.ef-core/11.json-columns-part2",{"title":519,"path":520,"stem":521},"Успадкування — Абстрактні класи та TPH (Частина 1)","/csharp/ef-core/inheritance-part1","01.csharp/10.ef-core/12.inheritance-part1",{"title":523,"path":524,"stem":525},"Успадкування — TPT, TPC та Порівняння Стратегій (Частина 2)","/csharp/ef-core/inheritance-part2","01.csharp/10.ef-core/12.inheritance-part2",{"title":527,"path":528,"stem":529,"children":530},"Індекси, Обмеження та Схема (Частина 1)","/csharp/ef-core/indexes-constraints-part1","01.csharp/10.ef-core/13.indexes-constraints-part1",[531],{"title":527,"path":528,"stem":529},{"title":533,"path":534,"stem":535,"children":536},"Індекси, Обмеження та Схема (Частина 2)","/csharp/ef-core/indexes-constraints-part2","01.csharp/10.ef-core/13.indexes-constraints-part2",[537],{"title":533,"path":534,"stem":535},{"title":539,"path":540,"stem":541},"Seed Data — Початкові Дані (Частина 1)","/csharp/ef-core/seeding-part1","01.csharp/10.ef-core/14.seeding-part1",{"title":543,"path":544,"stem":545},"Seed Data — SQL-скрипти, Bogus та Стратегії (Частина 2)","/csharp/ef-core/seeding-part2","01.csharp/10.ef-core/14.seeding-part2",{"title":547,"path":548,"stem":549},"Global Query Filters — Глобальні Фільтри (Частина 1)","/csharp/ef-core/global-query-filters-part1","01.csharp/10.ef-core/15.global-query-filters-part1",{"title":551,"path":552,"stem":553},"Global Query Filters — Підводні камені та Інтеграція (Частина 2)","/csharp/ef-core/global-query-filters-part2","01.csharp/10.ef-core/15.global-query-filters-part2",{"title":555,"path":556,"stem":557},"LINQ-запити в EF Core (Частина 1)","/csharp/ef-core/linq-queries-part1","01.csharp/10.ef-core/16.linq-queries-part1",{"title":559,"path":560,"stem":561},"LINQ-запити в EF Core (Частина 2)","/csharp/ef-core/linq-queries-part2","01.csharp/10.ef-core/16.linq-queries-part2",{"title":563,"path":564,"stem":565},"Завантаження Пов'язаних Даних (Частина 1)","/csharp/ef-core/loading-related-data-part1","01.csharp/10.ef-core/17.loading-related-data-part1",{"title":567,"path":568,"stem":569},"Завантаження Пов'язаних Даних (Частина 2)","/csharp/ef-core/loading-related-data-part2","01.csharp/10.ef-core/17.loading-related-data-part2",{"title":571,"path":572,"stem":573},"Raw SQL, Views та Stored Procedures (Частина 1)","/csharp/ef-core/raw-sql-part1","01.csharp/10.ef-core/18.raw-sql-part1",{"title":575,"path":576,"stem":577},"Raw SQL — Stored Procedures, DbFunction та Bulk Operations (Частина 2)","/csharp/ef-core/raw-sql-part2","01.csharp/10.ef-core/18.raw-sql-part2",{"title":579,"path":580,"stem":581},"Продвинуті Запити — Compiled Queries, Bulk та Оптимізація (Частина 1)","/csharp/ef-core/advanced-queries-part1","01.csharp/10.ef-core/19.advanced-queries-part1",{"title":583,"path":584,"stem":585},"Продвинуті Запити — Query Tags, Bulk та Interceptors (Частина 2)","/csharp/ef-core/advanced-queries-part2","01.csharp/10.ef-core/19.advanced-queries-part2",{"title":587,"path":588,"stem":589},"Change Tracker — Відстеження Змін (Частина 1)","/csharp/ef-core/change-tracking-part1","01.csharp/10.ef-core/20.change-tracking-part1",{"title":591,"path":592,"stem":593},"Change Tracker — Графи Об'єктів та Disconnected (Частина 2)","/csharp/ef-core/change-tracking-part2","01.csharp/10.ef-core/20.change-tracking-part2",{"title":595,"path":596,"stem":597},"Збереження Даних та Транзакції (Частина 1)","/csharp/ef-core/saving-data-part1","01.csharp/10.ef-core/21.saving-data-part1",{"title":599,"path":600,"stem":601},"Збереження Даних — Concurrency та Outbox (Частина 2)","/csharp/ef-core/saving-data-part2","01.csharp/10.ef-core/21.saving-data-part2",{"title":603,"path":604,"stem":605},"Конкурентність та Блокування (Частина 1)","/csharp/ef-core/concurrency-part1","01.csharp/10.ef-core/22.concurrency-part1",{"title":607,"path":608,"stem":609},"Конкурентність — Дедлоки та Queue Processing (Частина 2)","/csharp/ef-core/concurrency-part2","01.csharp/10.ef-core/22.concurrency-part2",{"title":611,"path":612,"stem":613},"Міграції в EF Core — Основи (Частина 1)","/csharp/ef-core/migrations-basics-part1","01.csharp/10.ef-core/23.migrations-basics-part1",{"title":615,"path":616,"stem":617},"Міграції в EF Core — Основи (Частина 2)","/csharp/ef-core/migrations-basics-part2","01.csharp/10.ef-core/23.migrations-basics-part2",{"title":619,"path":620,"stem":621},"Міграції — Просунуті Сценарії (Частина 1)","/csharp/ef-core/migrations-advanced-part1","01.csharp/10.ef-core/24.migrations-advanced-part1",{"title":623,"path":624,"stem":625},"Міграції — Просунуті Сценарії (Частина 2)","/csharp/ef-core/migrations-advanced-part2","01.csharp/10.ef-core/24.migrations-advanced-part2",{"title":627,"path":628,"stem":629},"Управління Схемою та Database-First (Частина 1)","/csharp/ef-core/schema-management-part1","01.csharp/10.ef-core/25.schema-management-part1",{"title":631,"path":632,"stem":633},"Управління Схемою та Database-First (Частина 2)","/csharp/ef-core/schema-management-part2","01.csharp/10.ef-core/25.schema-management-part2",{"title":635,"path":636,"stem":637},"Продуктивність EF Core — Основи (Частина 1)","/csharp/ef-core/performance-fundamentals-part1","01.csharp/10.ef-core/26.performance-fundamentals-part1",{"title":639,"path":640,"stem":641},"Interceptors в EF Core (Частина 1)","/csharp/ef-core/interceptors-part1","01.csharp/10.ef-core/29.interceptors-part1",{"title":643,"path":644,"stem":645},"Interceptors в EF Core — Connection, Transaction та Materialization (Частина 2)","/csharp/ef-core/interceptors-part2","01.csharp/10.ef-core/29.interceptors-part2",{"title":647,"path":648,"stem":649},"План вивчення Entity Framework Core — Повний курс","/csharp/ef-core/implementation_plan","01.csharp/10.ef-core/implementation_plan",{"title":651,"icon":652,"path":653,"stem":654,"children":655,"page":59},"ASP.NET","i-devicon-dotnetcore","/csharp/aspnet","01.csharp/11.aspnet",[656,730,791,869,927,941,967,1057,1111,1182,1212,1289],{"title":657,"icon":658,"path":659,"stem":660,"children":661,"page":59},"Minimal API","i-lucide-network","/csharp/aspnet/minimal-api","01.csharp/11.aspnet/01.minimal-api",[662,666,670,674,678,682,686,690,694,698,702,706,710,714,718,722,726],{"title":663,"path":664,"stem":665},"Вступ до ASP.NET та еволюція фреймворку","/csharp/aspnet/minimal-api/introduction","01.csharp/11.aspnet/01.minimal-api/01.introduction",{"title":667,"path":668,"stem":669},"Перший додаток на ASP.NET Core","/csharp/aspnet/minimal-api/first-application","01.csharp/11.aspnet/01.minimal-api/02.first-application",{"title":671,"path":672,"stem":673},"WebApplication, Builder та Dependency Injection","/csharp/aspnet/minimal-api/webapplication-builder","01.csharp/11.aspnet/01.minimal-api/03.webapplication-builder",{"title":675,"path":676,"stem":677},"Конвеєр запитів та Middleware","/csharp/aspnet/minimal-api/request-pipeline-middleware","01.csharp/11.aspnet/01.minimal-api/04.request-pipeline-middleware",{"title":679,"path":680,"stem":681},"Маршрутизація в ASP.NET Core: Основи","/csharp/aspnet/minimal-api/routing-basics","01.csharp/11.aspnet/01.minimal-api/05.routing-basics",{"title":683,"path":684,"stem":685},"Маршрутизація в ASP.NET Core: Розширені можливості","/csharp/aspnet/minimal-api/routing-advanced","01.csharp/11.aspnet/01.minimal-api/06.routing-advanced",{"title":687,"path":688,"stem":689},"Статичні файли в ASP.NET Core","/csharp/aspnet/minimal-api/static-files","01.csharp/11.aspnet/01.minimal-api/07.static-files",{"title":691,"path":692,"stem":693},"Статичні Активи: MapStaticAssets (ASP.NET Core 9.0)","/csharp/aspnet/minimal-api/static-assets","01.csharp/11.aspnet/01.minimal-api/08.static-assets",{"title":695,"path":696,"stem":697},"Конфігурація в ASP.NET Core: Основи","/csharp/aspnet/minimal-api/configuration-fundamentals","01.csharp/11.aspnet/01.minimal-api/09.configuration-fundamentals",{"title":699,"path":700,"stem":701},"Конфігурація: Паттерн Options","/csharp/aspnet/minimal-api/configuration-options","01.csharp/11.aspnet/01.minimal-api/10.configuration-options",{"title":703,"path":704,"stem":705},"Логування в ASP.NET Core: Основи","/csharp/aspnet/minimal-api/logging-basics","01.csharp/11.aspnet/01.minimal-api/11.logging-basics",{"title":707,"path":708,"stem":709},"Логування: Serilog та Middleware","/csharp/aspnet/minimal-api/logging-advanced","01.csharp/11.aspnet/01.minimal-api/12.logging-advanced",{"title":711,"path":712,"stem":713},"Управління станом: HttpContext.Items та Cookies","/csharp/aspnet/minimal-api/state-management","01.csharp/11.aspnet/01.minimal-api/13.state-management",{"title":715,"path":716,"stem":717},"Стан сесії: Sessions","/csharp/aspnet/minimal-api/session-state","01.csharp/11.aspnet/01.minimal-api/14.session-state",{"title":719,"path":720,"stem":721},"Структура проєкту: від хаосу до архітектури","/csharp/aspnet/minimal-api/project-structure","01.csharp/11.aspnet/01.minimal-api/15.project-structure",{"title":723,"path":724,"stem":725},"Scalar у Minimal API: повний проєкт і Fluent OpenAPI","/csharp/aspnet/minimal-api/scalar-openapi-fluent","01.csharp/11.aspnet/01.minimal-api/16.scalar-openapi-fluent",{"title":727,"path":728,"stem":729},"Swagger / Swashbuckle у Minimal API: окремий класичний шлях","/csharp/aspnet/minimal-api/swagger-swashbuckle","01.csharp/11.aspnet/01.minimal-api/17.swagger-swashbuckle",{"title":731,"icon":658,"path":732,"stem":733,"children":734,"page":59},"API","/csharp/aspnet/api","01.csharp/11.aspnet/02.api",[735,739,743,747,751,755,759,763,767,771,775,779,783,787],{"title":736,"path":737,"stem":738},"Що таке API. Клієнт-серверна архітектура","/csharp/aspnet/api/what-is-api","01.csharp/11.aspnet/02.api/01.what-is-api",{"title":740,"path":741,"stem":742},"Формати даних: JSON, XML, TOML та бінарні формати","/csharp/aspnet/api/data-formats","01.csharp/11.aspnet/02.api/02.data-formats",{"title":744,"path":745,"stem":746},"Парадигми API та концепція REST","/csharp/aspnet/api/api-paradigms-rest","01.csharp/11.aspnet/02.api/03.api-paradigms-rest",{"title":748,"path":749,"stem":750},"HTTP-методи, статус-коди та заголовки","/csharp/aspnet/api/http-methods-status-codes","01.csharp/11.aspnet/02.api/04.http-methods-status-codes",{"title":752,"path":753,"stem":754},"Організація HTTP API за принципами REST","/csharp/aspnet/api/rest-organizing","01.csharp/11.aspnet/02.api/05.rest-organizing",{"title":756,"path":757,"stem":758},"Номенклатура URL та CRUD-операції","/csharp/aspnet/api/url-nomenclature-crud","01.csharp/11.aspnet/02.api/06.url-nomenclature-crud",{"title":760,"path":761,"stem":762},"Правила дизайну: іменування та стандарти","/csharp/aspnet/api/api-design-naming","01.csharp/11.aspnet/02.api/07.api-design-naming",{"title":764,"path":765,"stem":766},"Валідація, ліміти та обробка помилок","/csharp/aspnet/api/api-design-validation","01.csharp/11.aspnet/02.api/08.api-design-validation",{"title":768,"path":769,"stem":770},"Обробка помилок у Minimal API","/csharp/aspnet/api/error-handling-http","01.csharp/11.aspnet/02.api/09.error-handling-http",{"title":772,"path":773,"stem":774},"Ідемпотентність та синхронізація стану","/csharp/aspnet/api/idempotency-sync","01.csharp/11.aspnet/02.api/10.idempotency-sync",{"title":776,"path":777,"stem":778},"Пагінація та організація списків","/csharp/aspnet/api/pagination-lists","01.csharp/11.aspnet/02.api/11.pagination-lists",{"title":780,"path":781,"stem":782},"Безпека API, кешування та інтернаціоналізація","/csharp/aspnet/api/security-auth","01.csharp/11.aspnet/02.api/12.security-auth",{"title":784,"path":785,"stem":786},"Процес проєктування API та документування","/csharp/aspnet/api/api-design-process","01.csharp/11.aspnet/02.api/13.api-design-process",{"title":788,"path":789,"stem":790},"OpenAPI: контракт, специфікація та документація API","/csharp/aspnet/api/openapi","01.csharp/11.aspnet/02.api/14.openapi",{"title":792,"icon":793,"path":794,"stem":795,"children":796,"page":59},"Auth","i-lucide-shield-check","/csharp/aspnet/auth","01.csharp/11.aspnet/03.auth",[797,801,805,809,813,817,821,825,829,833,837,841,845,849,853,857,861,865],{"title":798,"path":799,"stem":800},"Основи аутентифікації та авторизації","/csharp/aspnet/auth/auth-fundamentals","01.csharp/11.aspnet/03.auth/01.auth-fundamentals",{"title":802,"path":803,"stem":804},"JWT-аутентифікація","/csharp/aspnet/auth/jwt-authentication","01.csharp/11.aspnet/03.auth/02.jwt-authentication",{"title":806,"path":807,"stem":808},"Авторизація: ролі, політики та resource-based доступ","/csharp/aspnet/auth/authorization-policies","01.csharp/11.aspnet/03.auth/03.authorization-policies",{"title":810,"path":811,"stem":812},"Cookie-аутентифікація та ASP.NET Core Identity","/csharp/aspnet/auth/cookie-auth-identity","01.csharp/11.aspnet/03.auth/04.cookie-auth-identity",{"title":814,"path":815,"stem":816},"JWT + Refresh Tokens (HttpOnly Cookie)","/csharp/aspnet/auth/04b.identity-auth-jwt","01.csharp/11.aspnet/03.auth/04b.identity-auth-jwt",{"title":818,"path":819,"stem":820},"Identity: Підтвердження Email та Скидання Пароля","/csharp/aspnet/auth/identity-email-confirmation","01.csharp/11.aspnet/03.auth/05.identity-email-confirmation",{"title":822,"path":823,"stem":824},"Identity: Двофакторна Аутентифікація (2FA)","/csharp/aspnet/auth/identity-two-factor","01.csharp/11.aspnet/03.auth/06.identity-two-factor",{"title":826,"path":827,"stem":828},"Identity: Внутрішня Архітектура та Кастомізація","/csharp/aspnet/auth/identity-internals","01.csharp/11.aspnet/03.auth/07.identity-internals",{"title":830,"path":831,"stem":832},"OAuth 2.0 та зовнішні провайдери","/csharp/aspnet/auth/oauth-external-providers","01.csharp/11.aspnet/03.auth/08.oauth-external-providers",{"title":834,"path":835,"stem":836},"Безпека на практиці: CORS, HTTPS та захист від атак","/csharp/aspnet/auth/security-hardening","01.csharp/11.aspnet/03.auth/09.security-hardening",{"title":838,"path":839,"stem":840},"Теорія OAuth 2.0: Поняття, Аналогії та Флоу","/csharp/aspnet/auth/oauth-theory","01.csharp/11.aspnet/03.auth/10.oauth-theory",{"title":842,"path":843,"stem":844},"OIDC, OAuth 2.0 та Keycloak в ASP.NET Core","/csharp/aspnet/auth/oidc-keycloak","01.csharp/11.aspnet/03.auth/10.oidc-keycloak",{"title":846,"path":847,"stem":848},"API Keys аутентифікація в ASP.NET Core","/csharp/aspnet/auth/api-keys","01.csharp/11.aspnet/03.auth/11.api-keys",{"title":850,"path":851,"stem":852},"Rate Limiting та Throttling в ASP.NET Core","/csharp/aspnet/auth/rate-limiting","01.csharp/11.aspnet/03.auth/12.rate-limiting",{"title":854,"path":855,"stem":856},"Refresh Token Rotation в ASP.NET Core","/csharp/aspnet/auth/refresh-token-rotation","01.csharp/11.aspnet/03.auth/13.refresh-token-rotation",{"title":858,"path":859,"stem":860},"Certificate Authentication та mTLS в ASP.NET Core","/csharp/aspnet/auth/certificate-auth","01.csharp/11.aspnet/03.auth/14.certificate-auth",{"title":862,"path":863,"stem":864},"RBAC, ABAC та ReBAC в ASP.NET Core","/csharp/aspnet/auth/rbac-abac-rebac","01.csharp/11.aspnet/03.auth/15.rbac-abac-rebac",{"title":866,"path":867,"stem":868},"Multi-tenancy та ізоляція даних в ASP.NET Core","/csharp/aspnet/auth/multi-tenancy","01.csharp/11.aspnet/03.auth/16.multi-tenancy",{"title":870,"icon":871,"path":872,"stem":873,"children":874,"page":59},"Нотифікації","i-lucide-bell","/csharp/aspnet/notifications","01.csharp/11.aspnet/04.notifications",[875,879,883,887,891,895,899,903,907,911,915,919,923],{"title":876,"path":877,"stem":878},"In-App нотифікації через базу даних","/csharp/aspnet/notifications/in-app-database-notifications","01.csharp/11.aspnet/04.notifications/01.in-app-database-notifications",{"title":880,"path":881,"stem":882},"Polling: Регулярний запит оновлень","/csharp/aspnet/notifications/polling","01.csharp/11.aspnet/04.notifications/02.polling",{"title":884,"path":885,"stem":886},"Server-Sent Events: Однострімовий push від сервера","/csharp/aspnet/notifications/server-sent-events","01.csharp/11.aspnet/04.notifications/03.server-sent-events",{"title":888,"path":889,"stem":890},"WebSockets: Двостороннє з'єднання в реальному часі","/csharp/aspnet/notifications/websockets","01.csharp/11.aspnet/04.notifications/04.websockets",{"title":892,"path":893,"stem":894},"SignalR: Абстракція над транспортами реального часу","/csharp/aspnet/notifications/signalr","01.csharp/11.aspnet/04.notifications/05.signalr",{"title":896,"path":897,"stem":898},"Background Services: Фонові задачі в ASP.NET Core","/csharp/aspnet/notifications/background-services","01.csharp/11.aspnet/04.notifications/06.background-services",{"title":900,"path":901,"stem":902},"Web Push нотифікації","/csharp/aspnet/notifications/web-push","01.csharp/11.aspnet/04.notifications/07.web-push",{"title":904,"path":905,"stem":906},"Email нотифікації","/csharp/aspnet/notifications/email-notifications","01.csharp/11.aspnet/04.notifications/08.email-notifications",{"title":908,"path":909,"stem":910},"Порівняння підходів: Як вибрати правильну технологію нотифікацій","/csharp/aspnet/notifications/choosing-the-right-approach","01.csharp/11.aspnet/04.notifications/09.choosing-the-right-approach",{"title":912,"path":913,"stem":914},"Hangfire: Надійне планування фонових задач","/csharp/aspnet/notifications/hangfire","01.csharp/11.aspnet/04.notifications/10.hangfire",{"title":916,"path":917,"stem":918},"Практика: Конвертація зображень у WebP через Hangfire","/csharp/aspnet/notifications/hangfire-image-webp","01.csharp/11.aspnet/04.notifications/11.hangfire-image-webp",{"title":920,"path":921,"stem":922},"Практика: Підготовка відео до HLS-стрімінгу через Hangfire","/csharp/aspnet/notifications/hangfire-video-hls","01.csharp/11.aspnet/04.notifications/12.hangfire-video-hls",{"title":924,"path":925,"stem":926},"Telegram-нотифікації: від одного повідомлення до масових розсилок і мульти-канального підходу","/csharp/aspnet/notifications/telegram-notifications","01.csharp/11.aspnet/04.notifications/13.telegram-notifications",{"title":928,"icon":929,"path":930,"stem":931,"children":932,"page":59},"Інтернаціоналізація","i-lucide-languages","/csharp/aspnet/i18n","01.csharp/11.aspnet/05.i18n",[933,937],{"title":934,"path":935,"stem":936},"Інтернаціоналізація (i18n) у Minimal API: від A до Я","/csharp/aspnet/i18n/internationalization","01.csharp/11.aspnet/05.i18n/01.internationalization",{"title":938,"path":939,"stem":940},"Humanizer: людиномовні рядки у .NET","/csharp/aspnet/i18n/humanizer","01.csharp/11.aspnet/05.i18n/02.humanizer",{"title":942,"icon":943,"path":944,"stem":945,"children":946,"page":59},"Кешування","i-lucide-layers","/csharp/aspnet/caching","01.csharp/11.aspnet/06.caching",[947,951,955,959,963],{"title":948,"path":949,"stem":950},"Огляд кешування: чотири рівні і коли що обирати","/csharp/aspnet/caching/caching","01.csharp/11.aspnet/06.caching/01.caching",{"title":952,"path":953,"stem":954},"IMemoryCache: кеш в оперативній пам'яті","/csharp/aspnet/caching/memory-cache","01.csharp/11.aspnet/06.caching/02.memory-cache",{"title":956,"path":957,"stem":958},"IDistributedCache і Redis: розподілений кеш","/csharp/aspnet/caching/distributed-cache","01.csharp/11.aspnet/06.caching/03.distributed-cache",{"title":960,"path":961,"stem":962},"Response Cache: HTTP-кешування через Cache-Control","/csharp/aspnet/caching/response-cache","01.csharp/11.aspnet/06.caching/04.response-cache",{"title":964,"path":965,"stem":966},"Output Cache: серверний кеш HTTP-відповідей (.NET 7+)","/csharp/aspnet/caching/output-cache","01.csharp/11.aspnet/06.caching/05.output-cache",{"title":968,"icon":969,"path":970,"stem":971,"children":972,"page":59},"Тестування","i-lucide-test-tube","/csharp/aspnet/testing","01.csharp/11.aspnet/07.testing",[973,977,981,985,989,993,997,1001,1005,1009,1013,1017,1021,1025,1029,1033,1037,1041,1045,1049,1053],{"title":974,"path":975,"stem":976},"Що таке тестування? Від інтуїції до науки","/csharp/aspnet/testing/what-is-testing","01.csharp/11.aspnet/07.testing/01.what-is-testing",{"title":978,"path":979,"stem":980},"Піраміда тестування — Стратегія, а не Догма","/csharp/aspnet/testing/testing-pyramid","01.csharp/11.aspnet/07.testing/02.testing-pyramid",{"title":982,"path":983,"stem":984},"Дві Школи Тестування — Лондон проти Детройту","/csharp/aspnet/testing/testing-schools","01.csharp/11.aspnet/07.testing/03.testing-schools",{"title":986,"path":987,"stem":988},"TDD та BDD — Тести як Дизайн-інструмент","/csharp/aspnet/testing/tdd-and-bdd","01.csharp/11.aspnet/07.testing/04.tdd-and-bdd",{"title":990,"path":991,"stem":992},"Що саме тестувати — Техніки аналізу та Циклomatична складність","/csharp/aspnet/testing/what-to-test","01.csharp/11.aspnet/07.testing/05.what-to-test",{"title":994,"path":995,"stem":996},"Тестові Фреймворки — Навіщо вони і що всередині","/csharp/aspnet/testing/test-frameworks","01.csharp/11.aspnet/07.testing/06.test-frameworks",{"title":998,"path":999,"stem":1000},"xUnit — Факти, Теорії та Lifecycle тестів","/csharp/aspnet/testing/xunit-basics","01.csharp/11.aspnet/07.testing/07.xunit-basics",{"title":1002,"path":1003,"stem":1004},"xUnit Advanced — Fixtures, Кастомізація та Розширення","/csharp/aspnet/testing/xunit-advanced","01.csharp/11.aspnet/07.testing/08.xunit-advanced",{"title":1006,"path":1007,"stem":1008},"Moq — Глибоке занурення в мокування","/csharp/aspnet/testing/mocking-with-moq","01.csharp/11.aspnet/07.testing/09.mocking-with-moq",{"title":1010,"path":1011,"stem":1012},"Тестування Баз Даних — EF Core, SQLite та Testcontainers","/csharp/aspnet/testing/database-testing","01.csharp/11.aspnet/07.testing/10.database-testing",{"title":1014,"path":1015,"stem":1016},"Integration Testing — Частина 1 [Теорія та WebApplicationFactory]","/csharp/aspnet/testing/integration-testing","01.csharp/11.aspnet/07.testing/11.integration-testing",{"title":1018,"path":1019,"stem":1020},"Інтеграційне тестування — Практика","/csharp/aspnet/testing/11a.integration-testing-practice","01.csharp/11.aspnet/07.testing/11a.integration-testing-practice",{"title":1022,"path":1023,"stem":1024},"Integration Testing — Частина 2 [Просунуті Сценарії та Testcontainers]","/csharp/aspnet/testing/integration-testing-advanced","01.csharp/11.aspnet/07.testing/12.integration-testing-advanced",{"title":1026,"path":1027,"stem":1028},"Професійний Postman: Колекції, Змінні та GitHub Інтеграція","/csharp/aspnet/testing/postman-professional","01.csharp/11.aspnet/07.testing/13.postman-professional",{"title":1030,"path":1031,"stem":1032},"HttpClient у Тестах Частина 1: Архітектура та MockHttpMessageHandler","/csharp/aspnet/testing/httpclient-testing","01.csharp/11.aspnet/07.testing/14.httpclient-testing",{"title":1034,"path":1035,"stem":1036},"HttpClient у Тестах Частина 2: WireMock.Net та Resilience","/csharp/aspnet/testing/wiremock-net","01.csharp/11.aspnet/07.testing/15.wiremock-net",{"title":1038,"path":1039,"stem":1040},"Патерни та Анти-патерни Тестування: Test Smells","/csharp/aspnet/testing/testing-patterns","01.csharp/11.aspnet/07.testing/16.testing-patterns",{"title":1042,"path":1043,"stem":1044},"Просунуті інструменти: Time, Snapshots та Властивості","/csharp/aspnet/testing/advanced-testing-tools","01.csharp/11.aspnet/07.testing/17.advanced-testing-tools",{"title":1046,"path":1047,"stem":1048},"Тестування Архітектури з NetArchTest","/csharp/aspnet/testing/architecture-testing","01.csharp/11.aspnet/07.testing/18.architecture-testing",{"title":1050,"path":1051,"stem":1052},"Тестування Продуктивності: BenchmarkDotNet, NBomber та k6","/csharp/aspnet/testing/performance-testing","01.csharp/11.aspnet/07.testing/19.performance-testing",{"title":1054,"path":1055,"stem":1056},"Залишок плану для курсу \"Тестування ASP.NET Minimal API\"","/csharp/aspnet/testing/remaining_plan","01.csharp/11.aspnet/07.testing/remaining_plan",{"title":1058,"icon":1059,"path":1060,"stem":1061,"children":1062,"page":59},"Платежі","i-lucide-credit-card","/csharp/aspnet/payments","01.csharp/11.aspnet/08.payments",[1063,1067,1071,1075,1079,1083,1087,1091,1095,1099,1103,1107],{"title":1064,"path":1065,"stem":1066},"Основи платіжної інфраструктури","/csharp/aspnet/payments/payment-fundamentals","01.csharp/11.aspnet/08.payments/01.payment-fundamentals",{"title":1068,"path":1069,"stem":1070},"Методи оплати в Україні","/csharp/aspnet/payments/payment-methods-ukraine","01.csharp/11.aspnet/08.payments/02.payment-methods-ukraine",{"title":1072,"path":1073,"stem":1074},"PCI DSS та безпека платежів","/csharp/aspnet/payments/pci-dss-security","01.csharp/11.aspnet/08.payments/03.pci-dss-security",{"title":1076,"path":1077,"stem":1078},"Архітектура платіжної підсистеми","/csharp/aspnet/payments/payment-architecture","01.csharp/11.aspnet/08.payments/04.payment-architecture",{"title":1080,"path":1081,"stem":1082},"Інтеграція LiqPay (ПриватБанк)","/csharp/aspnet/payments/liqpay-integration","01.csharp/11.aspnet/08.payments/05.liqpay-integration",{"title":1084,"path":1085,"stem":1086},"Інтеграція Monobank Acquiring API","/csharp/aspnet/payments/monobank-acquiring","01.csharp/11.aspnet/08.payments/06.monobank-acquiring",{"title":1088,"path":1089,"stem":1090},"Інтеграція Stripe","/csharp/aspnet/payments/stripe-integration","01.csharp/11.aspnet/08.payments/07.stripe-integration",{"title":1092,"path":1093,"stem":1094},"Webhooks — глибоке занурення","/csharp/aspnet/payments/webhooks-deep-dive","01.csharp/11.aspnet/08.payments/08.webhooks-deep-dive",{"title":1096,"path":1097,"stem":1098},"Підписки та рекурентні платежі","/csharp/aspnet/payments/subscriptions-recurring","01.csharp/11.aspnet/08.payments/09.subscriptions-recurring",{"title":1100,"path":1101,"stem":1102},"Повернення коштів та диспути","/csharp/aspnet/payments/refunds-disputes","01.csharp/11.aspnet/08.payments/10.refunds-disputes",{"title":1104,"path":1105,"stem":1106},"Тестування платіжних інтеграцій","/csharp/aspnet/payments/testing-payments","01.csharp/11.aspnet/08.payments/11.testing-payments",{"title":1108,"path":1109,"stem":1110},"Чекліст виходу в Production","/csharp/aspnet/payments/production-checklist","01.csharp/11.aspnet/08.payments/12.production-checklist",{"title":1112,"icon":1113,"items":1114,"path":1127,"stem":1128,"children":1129,"page":59},"Популярні бібліотеки","lucide:box",[1115,1116,1117,1118,1119,1120,1121,1122,1123,1124,1125,1126],"01.fluent-validation","02.mapster","03.erroror-result-pattern","04.serilog","05.mediatr","06.polly","07.health-checks","08.feature-management","09.fluent-email","10.quest-pdf","11.bogus","12.humanizer-guard","/csharp/aspnet/libraries","01.csharp/11.aspnet/09.libraries",[1130,1134,1138,1142,1146,1150,1154,1158,1162,1166,1170,1174,1178],{"title":1131,"path":1132,"stem":1133},"Валідація з FluentValidation в ASP.NET Core","/csharp/aspnet/libraries/fluent-validation","01.csharp/11.aspnet/09.libraries/01.fluent-validation",{"title":1135,"path":1136,"stem":1137},"Маппінг об","/csharp/aspnet/libraries/mapster","01.csharp/11.aspnet/09.libraries/02.mapster",{"title":1139,"path":1140,"stem":1141},"Обробка помилок з ErrorOr та Result Pattern в ASP.NET Core","/csharp/aspnet/libraries/erroror-result-pattern","01.csharp/11.aspnet/09.libraries/03.erroror-result-pattern",{"title":1143,"path":1144,"stem":1145},"Структуроване логування з Serilog в ASP.NET Core","/csharp/aspnet/libraries/serilog","01.csharp/11.aspnet/09.libraries/04.serilog",{"title":1147,"path":1148,"stem":1149},"CQRS та Mediator з MediatR в ASP.NET Core","/csharp/aspnet/libraries/mediatr","01.csharp/11.aspnet/09.libraries/05.mediatr",{"title":1151,"path":1152,"stem":1153},"Відмовостійкість з Polly в ASP.NET Core","/csharp/aspnet/libraries/polly","01.csharp/11.aspnet/09.libraries/06.polly",{"title":1155,"path":1156,"stem":1157},"Health Checks в ASP.NET Core","/csharp/aspnet/libraries/health-checks","01.csharp/11.aspnet/09.libraries/07.health-checks",{"title":1159,"path":1160,"stem":1161},"Feature Management та Feature Flags в ASP.NET Core","/csharp/aspnet/libraries/feature-management","01.csharp/11.aspnet/09.libraries/08.feature-management",{"title":1163,"path":1164,"stem":1165},"Відправка Email з FluentEmail в ASP.NET Core","/csharp/aspnet/libraries/fluent-email","01.csharp/11.aspnet/09.libraries/09.fluent-email",{"title":1167,"path":1168,"stem":1169},"Генерація PDF з QuestPDF в ASP.NET Core","/csharp/aspnet/libraries/quest-pdf","01.csharp/11.aspnet/09.libraries/10.quest-pdf",{"title":1171,"path":1172,"stem":1173},"Генерація тестових даних з Bogus в ASP.NET Core","/csharp/aspnet/libraries/bogus","01.csharp/11.aspnet/09.libraries/11.bogus",{"title":1175,"path":1176,"stem":1177},"Humanizer та Guard Clauses в ASP.NET Core","/csharp/aspnet/libraries/humanizer-guard","01.csharp/11.aspnet/09.libraries/12.humanizer-guard",{"title":1179,"path":1180,"stem":1181},"План модуля 10.libraries — Популярні бібліотеки ASP.NET","/csharp/aspnet/libraries/plan","01.csharp/11.aspnet/09.libraries/plan",{"title":1183,"icon":1184,"path":1185,"stem":1186,"children":1187,"page":59},"Razor Pages","i-lucide-layout-template","/csharp/aspnet/razor-pages","01.csharp/11.aspnet/10.razor-pages",[1188,1192,1196,1200,1204,1208],{"title":1189,"path":1190,"stem":1191},"Від Minimal API до Razor Pages: концептуальний перехід","/csharp/aspnet/razor-pages/from-minimal-api","01.csharp/11.aspnet/10.razor-pages/01.from-minimal-api",{"title":1193,"path":1194,"stem":1195},"PageModel: логіка сторінки Razor Pages","/csharp/aspnet/razor-pages/page-model","01.csharp/11.aspnet/10.razor-pages/02.page-model",{"title":1197,"path":1198,"stem":1199},"Razor синтаксис: шаблонізатор у .cshtml","/csharp/aspnet/razor-pages/razor-syntax","01.csharp/11.aspnet/10.razor-pages/03.razor-syntax",{"title":1201,"path":1202,"stem":1203},"Tag Helpers: типізований HTML","/csharp/aspnet/razor-pages/tag-helpers","01.csharp/11.aspnet/10.razor-pages/04.tag-helpers",{"title":1205,"path":1206,"stem":1207},"Форми і валідація: повний цикл обробки даних","/csharp/aspnet/razor-pages/forms-validation","01.csharp/11.aspnet/10.razor-pages/05.forms-validation",{"title":1209,"path":1210,"stem":1211},"Практичний проєкт: TaskManager на Razor Pages","/csharp/aspnet/razor-pages/project-task-manager","01.csharp/11.aspnet/10.razor-pages/06.project-task-manager",{"title":1213,"path":1214,"stem":1215,"children":1216,"page":59},"ASP.NET Core MVC","/csharp/aspnet/mvc","01.csharp/11.aspnet/11.mvc",[1217,1221,1225,1229,1233,1237,1241,1245,1249,1253,1257,1261,1265,1269,1273,1277,1281,1285],{"title":1218,"path":1219,"stem":1220},"Патерн MVC: архітектура, що змінила веб","/csharp/aspnet/mvc/mvc-pattern","01.csharp/11.aspnet/11.mvc/01.mvc-pattern",{"title":1222,"path":1223,"stem":1224},"Від Razor Pages до MVC: концептуальний перехід","/csharp/aspnet/mvc/from-razor-pages","01.csharp/11.aspnet/11.mvc/02.from-razor-pages",{"title":1226,"path":1227,"stem":1228},"Controllers та Actions: серце MVC","/csharp/aspnet/mvc/controllers-actions","01.csharp/11.aspnet/11.mvc/03.controllers-actions",{"title":1230,"path":1231,"stem":1232},"Маршрутизація в MVC: Convention vs Attribute Routing","/csharp/aspnet/mvc/routing-mvc","01.csharp/11.aspnet/11.mvc/04.routing-mvc",{"title":1234,"path":1235,"stem":1236},"Model Binding: від HTTP до C#","/csharp/aspnet/mvc/model-binding","01.csharp/11.aspnet/11.mvc/05.model-binding",{"title":1238,"path":1239,"stem":1240},"Views, ViewData, ViewBag, TempData і ViewModel","/csharp/aspnet/mvc/views-viewdata-tempdata","01.csharp/11.aspnet/11.mvc/06.views-viewdata-tempdata",{"title":1242,"path":1243,"stem":1244},"Filters: аспектно-орієнтоване програмування в MVC","/csharp/aspnet/mvc/filters","01.csharp/11.aspnet/11.mvc/07.filters",{"title":1246,"path":1247,"stem":1248},"Areas: структурування великих застосунків","/csharp/aspnet/mvc/areas","01.csharp/11.aspnet/11.mvc/08.areas",{"title":1250,"path":1251,"stem":1252},"View Components: повторювані незалежні блоки UI","/csharp/aspnet/mvc/view-components","01.csharp/11.aspnet/11.mvc/09.view-components",{"title":1254,"path":1255,"stem":1256},"Display та Editor Templates","/csharp/aspnet/mvc/display-editor-templates","01.csharp/11.aspnet/11.mvc/10.display-editor-templates",{"title":1258,"path":1259,"stem":1260},"Валідація: IValidatableObject та FluentValidation","/csharp/aspnet/mvc/validation-advanced","01.csharp/11.aspnet/11.mvc/11.validation-advanced",{"title":1262,"path":1263,"stem":1264},"HTMX: інтерактивність через HTML-атрибути","/csharp/aspnet/mvc/htmx","01.csharp/11.aspnet/11.mvc/12.htmx",{"title":1266,"path":1267,"stem":1268},"HTMX у ASP.NET Core MVC: серверна інтеграція","/csharp/aspnet/mvc/ajax-htmx-mvc","01.csharp/11.aspnet/11.mvc/13.ajax-htmx-mvc",{"title":1270,"path":1271,"stem":1272},"Практичний проєкт: Каталог товарів з HTMX","/csharp/aspnet/mvc/htmx-project","01.csharp/11.aspnet/11.mvc/14.htmx-project",{"title":1274,"path":1275,"stem":1276},"Завантаження та обробка файлів","/csharp/aspnet/mvc/file-upload","01.csharp/11.aspnet/11.mvc/15.file-upload",{"title":1278,"path":1279,"stem":1280},"Глобалізація та Локалізація MVC","/csharp/aspnet/mvc/globalization-localization","01.csharp/11.aspnet/11.mvc/16.globalization-localization",{"title":1282,"path":1283,"stem":1284},"Підсумковий проєкт: Блог-платформа","/csharp/aspnet/mvc/mvc-project","01.csharp/11.aspnet/11.mvc/17.mvc-project",{"title":1286,"path":1287,"stem":1288},"План курсу: ASP.NET Core MVC","/csharp/aspnet/mvc/plan","01.csharp/11.aspnet/11.mvc/plan",{"title":1290,"path":1291,"stem":1292,"children":1293,"page":59},"Web Api","/csharp/aspnet/web-api","01.csharp/11.aspnet/12.web-api",[1294,1298,1302,1306,1310,1314,1318,1322,1326,1330,1334,1338,1342],{"title":1295,"path":1296,"stem":1297},"Від Minimal API до Controller-based API","/csharp/aspnet/web-api/from-minimal-api-to-controllers","01.csharp/11.aspnet/12.web-api/01.from-minimal-api-to-controllers",{"title":1299,"path":1300,"stem":1301},"ControllerBase, ActionResult\u003CT> та Response Types","/csharp/aspnet/web-api/controller-base-actionresult","01.csharp/11.aspnet/12.web-api/02.controller-base-actionresult",{"title":1303,"path":1304,"stem":1305},"Content Negotiation - JSON, XML та власні форматери","/csharp/aspnet/web-api/content-negotiation","01.csharp/11.aspnet/12.web-api/03.content-negotiation",{"title":1307,"path":1308,"stem":1309},"Версіонування API","/csharp/aspnet/web-api/api-versioning","01.csharp/11.aspnet/12.web-api/04.api-versioning",{"title":1311,"path":1312,"stem":1313},"ProblemDetails та структурована обробка помилок","/csharp/aspnet/web-api/problemdetails-error-handling","01.csharp/11.aspnet/12.web-api/05.problemdetails-error-handling",{"title":1315,"path":1316,"stem":1317},"Фільтри у Web API контексті","/csharp/aspnet/web-api/filters-for-api","01.csharp/11.aspnet/12.web-api/06.filters-for-api",{"title":1319,"path":1320,"stem":1321},"Пагінація, фільтрація та сортування","/csharp/aspnet/web-api/pagination-filtering-sorting","01.csharp/11.aspnet/12.web-api/07.pagination-filtering-sorting",{"title":1323,"path":1324,"stem":1325},"HATEOAS та Resource Expansion","/csharp/aspnet/web-api/hateoas-resource-expansion","01.csharp/11.aspnet/12.web-api/08.hateoas-resource-expansion",{"title":1327,"path":1328,"stem":1329},"Гібридна архітектура - Minimal API + Controllers","/csharp/aspnet/web-api/minimal-api-vs-controllers-hybrid","01.csharp/11.aspnet/12.web-api/09.minimal-api-vs-controllers-hybrid",{"title":1331,"path":1332,"stem":1333},"Документація API - Swashbuckle, NSwag та генерація клієнтів","/csharp/aspnet/web-api/api-documentation-generation","01.csharp/11.aspnet/12.web-api/10.api-documentation-generation",{"title":1335,"path":1336,"stem":1337},"Health Checks та моніторинг API","/csharp/aspnet/web-api/health-checks-monitoring","01.csharp/11.aspnet/12.web-api/11.health-checks-monitoring",{"title":1339,"path":1340,"stem":1341},"Підсумковий проєкт - Production-Ready REST API","/csharp/aspnet/web-api/web-api-project","01.csharp/11.aspnet/12.web-api/12.web-api-project",{"title":1343,"path":1344,"stem":1345},"План курсу: ASP.NET Core Web API (Controllers)","/csharp/aspnet/web-api/plan","01.csharp/11.aspnet/12.web-api/plan",{"title":1347,"icon":1348,"path":1349,"stem":1350,"children":1351,"page":59},"Desktop UI","i-lucide-app-window","/csharp/desktop-ui","01.csharp/12.desktop-ui",[1352,1356,1360,1364,1368,1372,1376,1380,1384,1388,1392,1396,1400,1404,1408,1412,1416,1420,1424,1428,1432,1436,1440,1444,1448,1452,1456,1460,1464,1468,1472,1476,1480,1484,1488,1492,1496,1500,1504,1508,1512,1516,1520,1524,1528,1532,1536,1540,1544,1548,1552,1556,1560,1564,1568,1572,1576,1580,1584,1588,1592,1596,1600,1604,1608,1612,1616,1620,1624,1628,1632],{"title":1353,"path":1354,"stem":1355},"Що таке десктопна розробка?","/csharp/desktop-ui/what-is-desktop-dev","01.csharp/12.desktop-ui/01.what-is-desktop-dev",{"title":1357,"path":1358,"stem":1359},"Архітектура WPF — як влаштований графічний інтерфейс","/csharp/desktop-ui/wpf-architecture","01.csharp/12.desktop-ui/02.wpf-architecture",{"title":1361,"path":1362,"stem":1363},"Перший WPF-проєкт — від нуля до вікна","/csharp/desktop-ui/first-wpf-app","01.csharp/12.desktop-ui/03.first-wpf-app",{"title":1365,"path":1366,"stem":1367},"Перший Avalonia-проєкт: WPF для всіх платформ","/csharp/desktop-ui/03a.first-avalonia-app","01.csharp/12.desktop-ui/03a.first-avalonia-app",{"title":1369,"path":1370,"stem":1371},"XAML: декларативний інтерфейс","/csharp/desktop-ui/xaml-basics","01.csharp/12.desktop-ui/04.xaml-basics",{"title":1373,"path":1374,"stem":1375},"Fluent UI у WPF — сучасний дизайн Windows 11","/csharp/desktop-ui/04a.wpf-fluent-ui","01.csharp/12.desktop-ui/04a.wpf-fluent-ui",{"title":1377,"path":1378,"stem":1379},"WPF UI — сучасна бібліотека Fluent контролів","/csharp/desktop-ui/04b.wpf-ui-library","01.csharp/12.desktop-ui/04b.wpf-ui-library",{"title":1381,"path":1382,"stem":1383},"HandyControl — велика бібліотека UI контролів для WPF","/csharp/desktop-ui/04c.handycontrol-library","01.csharp/12.desktop-ui/04c.handycontrol-library",{"title":1385,"path":1386,"stem":1387},"Простори імен та ресурси XAML","/csharp/desktop-ui/xaml-namespaces-resources","01.csharp/12.desktop-ui/05.xaml-namespaces-resources",{"title":1389,"path":1390,"stem":1391},"XAML в Avalonia: ключові відмінності від WPF","/csharp/desktop-ui/05a.avalonia-xaml-differences","01.csharp/12.desktop-ui/05a.avalonia-xaml-differences",{"title":1393,"path":1394,"stem":1395},"Розширення розмітки XAML (Markup Extensions)","/csharp/desktop-ui/xaml-markup-extensions","01.csharp/12.desktop-ui/06.xaml-markup-extensions",{"title":1397,"path":1398,"stem":1399},"Панелі Layout: StackPanel, WrapPanel, DockPanel","/csharp/desktop-ui/layout-panels-part1","01.csharp/12.desktop-ui/07.layout-panels-part1",{"title":1401,"path":1402,"stem":1403},"Grid, Canvas, UniformGrid","/csharp/desktop-ui/layout-panels-part2","01.csharp/12.desktop-ui/07.layout-panels-part2",{"title":1405,"path":1406,"stem":1407},"Просунуті техніки Layout","/csharp/desktop-ui/layout-advanced","01.csharp/12.desktop-ui/08.layout-advanced",{"title":1409,"path":1410,"stem":1411},"Адаптивний Layout та найкращі практики","/csharp/desktop-ui/layout-responsive","01.csharp/12.desktop-ui/09.layout-responsive",{"title":1413,"path":1414,"stem":1415},"Layout в Avalonia: відмінності та нові можливості","/csharp/desktop-ui/09a.layout-avalonia","01.csharp/12.desktop-ui/09a.layout-avalonia",{"title":1417,"path":1418,"stem":1419},"Button, Image, ProgressBar та інші базові контроли","/csharp/desktop-ui/basic-controls","01.csharp/12.desktop-ui/10.basic-controls",{"title":1421,"path":1422,"stem":1423},"Контроли в Avalonia: відмінності від WPF","/csharp/desktop-ui/10a.controls-avalonia","01.csharp/12.desktop-ui/10a.controls-avalonia",{"title":1425,"path":1426,"stem":1427},"Текстові контроли — TextBlock, TextBox, RichTextBox","/csharp/desktop-ui/text-controls","01.csharp/12.desktop-ui/11.text-controls",{"title":1429,"path":1430,"stem":1431},"Контроли вибору — CheckBox, RadioButton, ComboBox, ListBox, DatePicker","/csharp/desktop-ui/selection-controls","01.csharp/12.desktop-ui/12.selection-controls",{"title":1433,"path":1434,"stem":1435},"Content Model — GroupBox, Expander, TabControl, StatusBar","/csharp/desktop-ui/content-controls","01.csharp/12.desktop-ui/13.content-controls",{"title":1437,"path":1438,"stem":1439},"UI/UX принципи десктопних застосунків","/csharp/desktop-ui/13a.ui-ux-principles","01.csharp/12.desktop-ui/13a.ui-ux-principles",{"title":1441,"path":1442,"stem":1443},"Dependency Properties — Концепція та Value Resolution","/csharp/desktop-ui/dependency-properties-part1","01.csharp/12.desktop-ui/14.dependency-properties-part1",{"title":1445,"path":1446,"stem":1447},"Avalonia Property System — StyledProperty та DirectProperty","/csharp/desktop-ui/14a.avalonia-property-system","01.csharp/12.desktop-ui/14a.avalonia-property-system",{"title":1449,"path":1450,"stem":1451},"Attached Properties — Властивості без меж","/csharp/desktop-ui/attached-properties","01.csharp/12.desktop-ui/15.attached-properties",{"title":1453,"path":1454,"stem":1455},"Routed Events — Маршрутизація подій у WPF","/csharp/desktop-ui/routed-events","01.csharp/12.desktop-ui/16.routed-events",{"title":1457,"path":1458,"stem":1459},"Data Binding — Від Code-Behind до Декларативності","/csharp/desktop-ui/data-binding-basics-part1","01.csharp/12.desktop-ui/17.data-binding-basics-part1",{"title":1461,"path":1462,"stem":1463},"INotifyPropertyChanged — Живе оновлення UI","/csharp/desktop-ui/data-binding-basics-part2","01.csharp/12.desktop-ui/17.data-binding-basics-part2",{"title":1465,"path":1466,"stem":1467},"Compiled Bindings в Avalonia — Безпека на етапі компіляції","/csharp/desktop-ui/17a.avalonia-compiled-bindings","01.csharp/12.desktop-ui/17a.avalonia-compiled-bindings",{"title":1469,"path":1470,"stem":1471},"Просунутий Data Binding — ElementName, RelativeSource, MultiBinding","/csharp/desktop-ui/data-binding-advanced","01.csharp/12.desktop-ui/18.data-binding-advanced",{"title":1473,"path":1474,"stem":1475},"Value Converters — Перетворення типів даних у Data Binding","/csharp/desktop-ui/value-converters","01.csharp/12.desktop-ui/19.value-converters",{"title":1477,"path":1478,"stem":1479},"Data Templates — Візуалізація об'єктів у WPF","/csharp/desktop-ui/data-templates","01.csharp/12.desktop-ui/20.data-templates",{"title":1481,"path":1482,"stem":1483},"Collections Binding Part 1 — ObservableCollection та ItemsControl","/csharp/desktop-ui/collections-binding-part1","01.csharp/12.desktop-ui/21.collections-binding-part1",{"title":1485,"path":1486,"stem":1487},"Collections Binding Part 2 — ICollectionView, Filtering, Sorting та Virtualization","/csharp/desktop-ui/collections-binding-part2","01.csharp/12.desktop-ui/21.collections-binding-part2",{"title":1489,"path":1490,"stem":1491},"MVVM Pattern — Від Spaghetti Code до архітектури","/csharp/desktop-ui/mvvm-pattern","01.csharp/12.desktop-ui/22.mvvm-pattern",{"title":1493,"path":1494,"stem":1495},"ViewModel Implementation — Від BaseViewModel до валідації","/csharp/desktop-ui/viewmodel-implementation","01.csharp/12.desktop-ui/23.viewmodel-implementation",{"title":1497,"path":1498,"stem":1499},"Commands — Від event handlers до декларативних команд","/csharp/desktop-ui/commands","01.csharp/12.desktop-ui/24.commands",{"title":1501,"path":1502,"stem":1503},"MVVM Toolkit — MVVM без boilerplate через Source Generators","/csharp/desktop-ui/mvvm-toolkit","01.csharp/12.desktop-ui/25.mvvm-toolkit",{"title":1505,"path":1506,"stem":1507},"Messenger Pattern — Комунікація між ViewModel без прямих посилань","/csharp/desktop-ui/messenger-pattern","01.csharp/12.desktop-ui/26.messenger-pattern",{"title":1509,"path":1510,"stem":1511},"Стилі WPF — CSS для десктопу","/csharp/desktop-ui/styles-basics","01.csharp/12.desktop-ui/27.styles-basics",{"title":1513,"path":1514,"stem":1515},"CSS-like стилі Avalonia","/csharp/desktop-ui/27a.avalonia-css-styling","01.csharp/12.desktop-ui/27a.avalonia-css-styling",{"title":1517,"path":1518,"stem":1519},"Control Templates — Частина 1. Концепція та TemplateBinding","/csharp/desktop-ui/control-templates-part1","01.csharp/12.desktop-ui/28.control-templates-part1",{"title":1521,"path":1522,"stem":1523},"Control Templates — Частина 2. Named Parts та ContentPresenter","/csharp/desktop-ui/control-templates-part2","01.csharp/12.desktop-ui/28.control-templates-part2",{"title":1525,"path":1526,"stem":1527},"Control Themes в Avalonia — нова ера стилізації","/csharp/desktop-ui/28a.avalonia-control-themes","01.csharp/12.desktop-ui/28a.avalonia-control-themes",{"title":1529,"path":1530,"stem":1531},"Triggers та Visual State Manager у WPF","/csharp/desktop-ui/triggers-visual-states","01.csharp/12.desktop-ui/29.triggers-visual-states",{"title":1533,"path":1534,"stem":1535},"Pseudo-classes в Avalonia — замість WPF Triggers","/csharp/desktop-ui/29a.avalonia-pseudo-classes","01.csharp/12.desktop-ui/29a.avalonia-pseudo-classes",{"title":1537,"path":1538,"stem":1539},"Теми та ресурсні словники у WPF","/csharp/desktop-ui/resources-themes","01.csharp/12.desktop-ui/30.resources-themes",{"title":1541,"path":1542,"stem":1543},"Avalonia Themes — Fluent Design та система тематизації","/csharp/desktop-ui/30a.avalonia-themes-fluent","01.csharp/12.desktop-ui/30a.avalonia-themes-fluent",{"title":1545,"path":1546,"stem":1547},"Контроли колекцій — глибоке занурення","/csharp/desktop-ui/collection-controls","01.csharp/12.desktop-ui/31.collection-controls",{"title":1549,"path":1550,"stem":1551},"DataGrid — колонки та базове відображення","/csharp/desktop-ui/datagrid-part1","01.csharp/12.desktop-ui/32.datagrid-part1",{"title":1553,"path":1554,"stem":1555},"DataGrid — сортування, фільтрація, редагування","/csharp/desktop-ui/datagrid-part2","01.csharp/12.desktop-ui/32.datagrid-part2",{"title":1557,"path":1558,"stem":1559},"TreeView та GridView","/csharp/desktop-ui/treeview-listview","01.csharp/12.desktop-ui/33.treeview-listview",{"title":1561,"path":1562,"stem":1563},"Меню, Toolbar, ContextMenu, StatusBar","/csharp/desktop-ui/menus-toolbars","01.csharp/12.desktop-ui/34.menus-toolbars",{"title":1565,"path":1566,"stem":1567},"Навігація та керування вікнами. Частина 1: вікна та сторінки","/csharp/desktop-ui/navigation-windows-part1","01.csharp/12.desktop-ui/35.navigation-windows-part1",{"title":1569,"path":1570,"stem":1571},"Навігація та керування вікнами. Частина 2: MVVM-навігація","/csharp/desktop-ui/navigation-windows-part2","01.csharp/12.desktop-ui/35.navigation-windows-part2",{"title":1573,"path":1574,"stem":1575},"Avalonia — Навігація та діалоги","/csharp/desktop-ui/35a.avalonia-navigation-dialogs","01.csharp/12.desktop-ui/35a.avalonia-navigation-dialogs",{"title":1577,"path":1578,"stem":1579},"Діалоги та File Pickers у WPF","/csharp/desktop-ui/dialogs-file-pickers","01.csharp/12.desktop-ui/36.dialogs-file-pickers",{"title":1581,"path":1582,"stem":1583},"UserControl: компонентний підхід у WPF","/csharp/desktop-ui/user-controls","01.csharp/12.desktop-ui/37.user-controls",{"title":1585,"path":1586,"stem":1587},"Custom Controls: Lookless Controls у WPF","/csharp/desktop-ui/custom-controls","01.csharp/12.desktop-ui/38.custom-controls",{"title":1589,"path":1590,"stem":1591},"Avalonia TemplatedControl — Lookless Controls","/csharp/desktop-ui/38a.avalonia-templated-controls","01.csharp/12.desktop-ui/38a.avalonia-templated-controls",{"title":1593,"path":1594,"stem":1595},"Анімації у WPF: Storyboard та Easing Functions","/csharp/desktop-ui/animations-transitions","01.csharp/12.desktop-ui/39.animations-transitions",{"title":1597,"path":1598,"stem":1599},"Анімації в Avalonia","/csharp/desktop-ui/39a.avalonia-animations","01.csharp/12.desktop-ui/39a.avalonia-animations",{"title":1601,"path":1602,"stem":1603},"2D Графіка та Мультимедіа у WPF","/csharp/desktop-ui/media-graphics","01.csharp/12.desktop-ui/40.media-graphics",{"title":1605,"path":1606,"stem":1607},"Dependency Injection у WPF та Avalonia","/csharp/desktop-ui/di-integration","01.csharp/12.desktop-ui/41.di-integration",{"title":1609,"path":1610,"stem":1611},"SQLite та EF Core у десктопних додатках","/csharp/desktop-ui/data-persistence-part1","01.csharp/12.desktop-ui/42.data-persistence-part1",{"title":1613,"path":1614,"stem":1615},"Repository Pattern та Unit of Work","/csharp/desktop-ui/data-persistence-part2","01.csharp/12.desktop-ui/43.data-persistence-part2",{"title":1617,"path":1618,"stem":1619},"Тестування ViewModels","/csharp/desktop-ui/viewmodel-testing","01.csharp/12.desktop-ui/44.viewmodel-testing",{"title":1621,"path":1622,"stem":1623},"Avalonia Headless Testing — тестування UI без вікон","/csharp/desktop-ui/44a.avalonia-headless-testing","01.csharp/12.desktop-ui/44a.avalonia-headless-testing",{"title":1625,"path":1626,"stem":1627},"Кросплатформна розробка з Avalonia","/csharp/desktop-ui/avalonia-cross-platform","01.csharp/12.desktop-ui/45.avalonia-cross-platform",{"title":1629,"path":1630,"stem":1631},"Пакування та розгортання Avalonia додатків","/csharp/desktop-ui/avalonia-packaging-deployment","01.csharp/12.desktop-ui/46.avalonia-packaging-deployment",{"title":1633,"path":1634,"stem":1635},"Розгортання WPF застосунків","/csharp/desktop-ui/wpf-packaging-deployment","01.csharp/12.desktop-ui/47.wpf-packaging-deployment",{"title":1637,"path":1638,"stem":1639},"C# & .NET: The Ultimate Roadmap","/csharp/roadmap","01.csharp/roadmap",{"title":1641,"icon":1642,"path":1643,"stem":1644,"children":1645,"page":59},"C++","i-devicon-cplusplus","/cpp","02.cpp",[1646,1650,1654,1658,1662,1666,1670,1674,1678,1681,1685,1689,1693,1697,1701,1705,1709,1713,1717,1721,1725,1729,1733,1737,1741,1745,1749,1753,1757,1761],{"title":1647,"path":1648,"stem":1649},"Вступ у програмування та алгоритми","/cpp/intro-algorithms","02.cpp/01.intro-algorithms",{"title":1651,"path":1652,"stem":1653},"Code Style: угоди про оформлення коду","/cpp/code-style","02.cpp/02.code-style",{"title":1655,"path":1656,"stem":1657},"Середовище розробки та перший 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типу void","/cpp/void-pointers","02.cpp/20.void-pointers",{"title":1726,"path":1727,"stem":1728},"Вказівники на вказівники","/cpp/pointers-to-pointers","02.cpp/21.pointers-to-pointers",{"title":1730,"path":1731,"stem":1732},"Оператор доступу до членів через вказівник (->)","/cpp/member-access-operator","02.cpp/22.member-access-operator",{"title":1734,"path":1735,"stem":1736},"Цикл for-each (Range-based for)","/cpp/foreach-loop","02.cpp/23.foreach-loop",{"title":1738,"path":1739,"stem":1740},"Вказівники на функції","/cpp/function-pointers","02.cpp/24.function-pointers",{"title":1742,"path":1743,"stem":1744},"Лямбда-вирази","/cpp/lambdas","02.cpp/25.lambdas",{"title":1746,"path":1747,"stem":1748},"Лямбда-захоплення","/cpp/lambda-captures","02.cpp/26.lambda-captures",{"title":1750,"path":1751,"stem":1752},"Еліпсис","/cpp/ellipsis","02.cpp/27.ellipsis",{"title":1754,"path":1755,"stem":1756},"Аргументи командного рядка","/cpp/command-line-arguments","02.cpp/28.command-line-arguments",{"title":1758,"path":1759,"stem":1760},"Перерахування (enum)","/cpp/enum","02.cpp/29.enum",{"title":1762,"path":1763,"stem":1764},"План навчання: Курс C++ — Продовження (Статті 29–60+)","/cpp/curriculum-plan","02.cpp/curriculum-plan",{"title":1766,"icon":1767,"path":1768,"stem":1769,"children":1770,"page":59},"JavaScript","i-devicon-javascript","/javascript","03.javascript",[1771,1797,1851,1873,2177,2215],{"title":1772,"icon":1773,"path":1774,"stem":1775,"children":1776,"page":59},"Events","i-lucide-mouse-pointer-click","/javascript/events","03.javascript/01.events",[1777,1781,1785,1789,1793],{"title":1778,"path":1779,"stem":1780},"Вступ до подій браузера","/javascript/events/intro","03.javascript/01.events/01.intro",{"title":1782,"path":1783,"stem":1784},"Бульбашковий механізм (Bubbling) та занурення (Capturing)","/javascript/events/bubbling-capturing","03.javascript/01.events/02.bubbling-capturing",{"title":1786,"path":1787,"stem":1788},"Делегування подій (Event Delegation)","/javascript/events/delegate-events","03.javascript/01.events/03.delegate-events",{"title":1790,"path":1791,"stem":1792},"Типові дії браузера та preventDefault()","/javascript/events/prevent-default","03.javascript/01.events/04.prevent-default",{"title":1794,"path":1795,"stem":1796},"Запуск користувацьких подій (Custom Events)","/javascript/events/custom-events","03.javascript/01.events/05.custom-events",{"title":1798,"icon":1799,"path":1800,"stem":1801,"children":1802,"page":59},"Network","i-lucide-globe","/javascript/network","03.javascript/02.network",[1803,1807,1811,1815,1819,1823,1827,1831,1835,1839,1843,1847],{"title":1804,"path":1805,"stem":1806},"Fetch API - Сучасний підхід до HTTP-запитів","/javascript/network/01-fetch-api","03.javascript/02.network/01-fetch-api",{"title":1808,"path":1809,"stem":1810},"FormData - Робота з формами та файлами","/javascript/network/02-formdata","03.javascript/02.network/02-formdata",{"title":1812,"path":1813,"stem":1814},"Відстеження прогресу завантаження","/javascript/network/03-download-progress","03.javascript/02.network/03-download-progress",{"title":1816,"path":1817,"stem":1818},"Переривання fetch-запитів","/javascript/network/04-abort-requests","03.javascript/02.network/04-abort-requests",{"title":1820,"path":1821,"stem":1822},"CORS - Запити між різними джерелами","/javascript/network/05-cors","03.javascript/02.network/05-cors",{"title":1824,"path":1825,"stem":1826},"Fetch API - Повний довідник опцій","/javascript/network/06-fetch-options","03.javascript/02.network/06-fetch-options",{"title":1828,"path":1829,"stem":1830},"URL Objects - Робота з посиланнями","/javascript/network/07-url-objects","03.javascript/02.network/07-url-objects",{"title":1832,"path":1833,"stem":1834},"XMLHttpRequest - AJAX та низькорівневі запити","/javascript/network/08-xmlhttprequest","03.javascript/02.network/08-xmlhttprequest",{"title":1836,"path":1837,"stem":1838},"Відновлюване завантаження файлів","/javascript/network/09-resumable-upload","03.javascript/02.network/09-resumable-upload",{"title":1840,"path":1841,"stem":1842},"Cookies, document.cookie та світ після \"Cookiepocalypse\"","/javascript/network/10-cookies","03.javascript/02.network/10-cookies",{"title":1844,"path":1845,"stem":1846},"js-cookie: Керування Cookies без Болю","/javascript/network/11-js-cookie","03.javascript/02.network/11-js-cookie",{"title":1848,"path":1849,"stem":1850},"Axios: Потужний HTTP-клієнт для JavaScript","/javascript/network/12-axios","03.javascript/02.network/12-axios",{"title":1852,"icon":1853,"path":1854,"stem":1855,"children":1856,"page":59},"Bom","i-lucide-monitor","/javascript/bom","03.javascript/03.bom",[1857,1861,1865,1869],{"title":1858,"path":1859,"stem":1860},"LocalStorage, SessionStorage та patterns збереження даних","/javascript/bom/01-localstorage","03.javascript/03.bom/01-localstorage",{"title":1862,"path":1863,"stem":1864},"Location Object - Керування адресою сторінки","/javascript/bom/02-location-object","03.javascript/03.bom/02-location-object",{"title":1866,"path":1867,"stem":1868},"History API - Керування історією браузера","/javascript/bom/03-history-api","03.javascript/03.bom/03-history-api",{"title":1870,"path":1871,"stem":1872},"Navigator Object - Ідентифікація та Можливості Пристрою","/javascript/bom/04-navigator-object","03.javascript/03.bom/04-navigator-object",{"title":1874,"icon":1875,"path":1876,"stem":1877,"children":1878},"React","i-devicon-react","/javascript/react","03.javascript/04.react/index",[1879,1880,1884,1888,1892,1896,1959,1994,2146],{"title":1874,"path":1876,"stem":1877},{"title":1881,"path":1882,"stem":1883},"Робота з Формами в React","/javascript/react/react-forms","03.javascript/04.react/01.react-forms",{"title":1885,"path":1886,"stem":1887},"React Hook Form: Професійна Робота з Формами","/javascript/react/react-hook-form","03.javascript/04.react/02.react-hook-form",{"title":1889,"path":1890,"stem":1891},"React Hook Form: Глибоке Розуміння Архітектури та Оптимізації","/javascript/react/react-hook-form-new","03.javascript/04.react/02.react-hook-form-new",{"title":1893,"path":1894,"stem":1895},"Axios та React: Професійна Архітектура Запитів","/javascript/react/data-fetching-axios","03.javascript/04.react/03.data-fetching-axios",{"title":1897,"icon":132,"path":1898,"stem":1899,"children":1900},"Tanstack Query","/javascript/react/tanstack-query","03.javascript/04.react/04.tanstack-query/index",[1901,1903,1907,1911,1915,1919,1923,1927,1931,1935,1939,1943,1947,1951,1955],{"title":1902,"path":1898,"stem":1899},"TanStack Query: Майстерність Керування Станом Сервера",{"title":1904,"path":1905,"stem":1906},"Парадигма Server State: Чому useEffect недостатньо","/javascript/react/tanstack-query/server-state-paradigm","03.javascript/04.react/04.tanstack-query/01.server-state-paradigm",{"title":1908,"path":1909,"stem":1910},"Встановлення та Налаштування: Фундамент","/javascript/react/tanstack-query/installation-and-devtools","03.javascript/04.react/04.tanstack-query/02.installation-and-devtools",{"title":1912,"path":1913,"stem":1914},"Основи Запитів та Магія Ключів","/javascript/react/tanstack-query/query-basics-and-keys","03.javascript/04.react/04.tanstack-query/03.query-basics-and-keys",{"title":1916,"path":1917,"stem":1918},"Синхронізація Даних: Життєвий Цикл Запиту","/javascript/react/tanstack-query/data-synchronization","03.javascript/04.react/04.tanstack-query/04.data-synchronization",{"title":1920,"path":1921,"stem":1922},"Мутації та Інвалідація: Зміна Даних","/javascript/react/tanstack-query/mutations-and-invalidation","03.javascript/04.react/04.tanstack-query/05.mutations-and-invalidation",{"title":1924,"path":1925,"stem":1926},"Оптимістичні Оновлення: Швидше за Світло","/javascript/react/tanstack-query/optimistic-updates","03.javascript/04.react/04.tanstack-query/06.optimistic-updates",{"title":1928,"path":1929,"stem":1930},"Пагінація та Infinite Scroll","/javascript/react/tanstack-query/pagination-and-load-more","03.javascript/04.react/04.tanstack-query/07.pagination-and-load-more",{"title":1932,"path":1933,"stem":1934},"Просунуті Патерни та Оптимізація","/javascript/react/tanstack-query/advanced-patterns","03.javascript/04.react/04.tanstack-query/08.advanced-patterns",{"title":1936,"path":1937,"stem":1938},"Архітектура та Best Practices","/javascript/react/tanstack-query/architecture-and-best-practices","03.javascript/04.react/04.tanstack-query/09.architecture-and-best-practices",{"title":1940,"path":1941,"stem":1942},"Server-Side Rendering (SSR) та Гідратація","/javascript/react/tanstack-query/server-side-rendering","03.javascript/04.react/04.tanstack-query/10.server-side-rendering",{"title":1944,"path":1945,"stem":1946},"Стратегії Тестування","/javascript/react/tanstack-query/testing-strategies","03.javascript/04.react/04.tanstack-query/11.testing-strategies",{"title":1948,"path":1949,"stem":1950},"Аутентифікація та Обробка Помилок","/javascript/react/tanstack-query/authentication-and-errors","03.javascript/04.react/04.tanstack-query/12.authentication-and-errors",{"title":1952,"path":1953,"stem":1954},"React Suspense та Майбутнє","/javascript/react/tanstack-query/react-suspense","03.javascript/04.react/04.tanstack-query/13.react-suspense",{"title":1956,"path":1957,"stem":1958},"Глибоке Занурення в Продуктивність","/javascript/react/tanstack-query/performance-deep-dive","03.javascript/04.react/04.tanstack-query/14.performance-deep-dive",{"title":1960,"icon":1875,"path":1961,"stem":1962,"children":1963},"React Router","/javascript/react/react-router","03.javascript/04.react/05.react-router/index",[1964,1966,1970,1974,1978,1982,1986,1990],{"title":1965,"path":1961,"stem":1962},"React Router: Навігаційна система сучасного вебу",{"title":1967,"path":1968,"stem":1969},"Налаштування та Базовий Роутинг","/javascript/react/react-router/setup-and-basic-routing","03.javascript/04.react/05.react-router/01.setup-and-basic-routing",{"title":1971,"path":1972,"stem":1973},"Динамічна Навігація","/javascript/react/react-router/navigation-and-links","03.javascript/04.react/05.react-router/02.navigation-and-links",{"title":1975,"path":1976,"stem":1977},"Вкладені Маршрути та Макети","/javascript/react/react-router/nested-routes-and-layouts","03.javascript/04.react/05.react-router/03.nested-routes-and-layouts",{"title":1979,"path":1980,"stem":1981},"Динамічні Маршрути та Параметри","/javascript/react/react-router/dynamic-routing","03.javascript/04.react/05.react-router/04.dynamic-routing",{"title":1983,"path":1984,"stem":1985},"Data APIs: Loaders та Actions","/javascript/react/react-router/data-loading","03.javascript/04.react/05.react-router/05.data-loading",{"title":1987,"path":1988,"stem":1989},"Просунуті Патерни","/javascript/react/react-router/advanced-patterns","03.javascript/04.react/05.react-router/06.advanced-patterns",{"title":1991,"path":1992,"stem":1993},"Legacy Routing: Компонентний підхід","/javascript/react/react-router/legacy-routing","03.javascript/04.react/05.react-router/07.legacy-routing",{"title":1995,"icon":132,"path":1996,"stem":1997,"children":1998},"Redux","/javascript/react/redux","03.javascript/04.react/06.redux/index",[1999,2001,2017,2046,2055,2076,2092,2121],{"title":2000,"path":1996,"stem":1997},"Redux: Еволюція управління станом",{"title":14,"icon":15,"path":2002,"stem":2003,"children":2004,"page":59},"/javascript/react/redux/fundamentals","03.javascript/04.react/06.redux/01.fundamentals",[2005,2009,2013],{"title":2006,"path":2007,"stem":2008},"Вступ до State Management","/javascript/react/redux/fundamentals/intro-state-management","03.javascript/04.react/06.redux/01.fundamentals/01.intro-state-management",{"title":2010,"path":2011,"stem":2012},"Філософія Redux та Три Принципи","/javascript/react/redux/fundamentals/redux-philosophy","03.javascript/04.react/06.redux/01.fundamentals/02.redux-philosophy",{"title":2014,"path":2015,"stem":2016},"Чисті функції та Іммутабельність","/javascript/react/redux/fundamentals/pure-functions-immutability","03.javascript/04.react/06.redux/01.fundamentals/03.pure-functions-immutability",{"title":2018,"icon":132,"path":2019,"stem":2020,"children":2021,"page":59},"Classic Redux","/javascript/react/redux/classic-redux","03.javascript/04.react/06.redux/02.classic-redux",[2022,2026,2030,2034,2038,2042],{"title":2023,"path":2024,"stem":2025},"Створення Store (Classic Redux)","/javascript/react/redux/classic-redux/store-setup","03.javascript/04.react/06.redux/02.classic-redux/01.store-setup",{"title":2027,"path":2028,"stem":2029},"Actions, Constants та Action Creators","/javascript/react/redux/classic-redux/actions-constants","03.javascript/04.react/06.redux/02.classic-redux/02.actions-constants",{"title":2031,"path":2032,"stem":2033},"Логіка Reducers","/javascript/react/redux/classic-redux/reducers","03.javascript/04.react/06.redux/02.classic-redux/03.reducers",{"title":2035,"path":2036,"stem":2037},"Комбінування Reducers (Root Reducer)","/javascript/react/redux/classic-redux/data-flow","03.javascript/04.react/06.redux/02.classic-redux/04.data-flow",{"title":2039,"path":2040,"stem":2041},"Підключення до React (React-Redux)","/javascript/react/redux/classic-redux/react-redux-connection","03.javascript/04.react/06.redux/02.classic-redux/05.react-redux-connection",{"title":2043,"path":2044,"stem":2045},"Middleware та Асинхронність (Redux Thunk)","/javascript/react/redux/classic-redux/middleware-thunk","03.javascript/04.react/06.redux/02.classic-redux/06.middleware-thunk",{"title":2047,"icon":132,"path":2048,"stem":2049,"children":2050,"page":59},"Transition To Rtk","/javascript/react/redux/transition-to-rtk","03.javascript/04.react/06.redux/03.transition-to-rtk",[2051],{"title":2052,"path":2053,"stem":2054},"Проблеми класичного Redux","/javascript/react/redux/transition-to-rtk/problems-with-classic","03.javascript/04.react/06.redux/03.transition-to-rtk/01.problems-with-classic",{"title":2056,"icon":132,"path":2057,"stem":2058,"children":2059,"page":59},"Redux Toolkit","/javascript/react/redux/redux-toolkit","03.javascript/04.react/06.redux/04.redux-toolkit",[2060,2064,2068,2072],{"title":2061,"path":2062,"stem":2063},"Налаштування Store з 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дружити","/java/pr2/impedance-mismatch","04.java/pr2/09.impedance-mismatch",{"title":2285,"path":2286,"stem":2287},"JDBC: Перший контакт із базою даних","/java/pr2/jdbc-fundamentals","04.java/pr2/10.jdbc-fundamentals",{"title":2289,"path":2290,"stem":2291},"Якість коду: Spotless, SpotBugs та SonarQube","/java/pr2/10a.code-quality","04.java/pr2/10a.code-quality",{"title":2293,"path":2294,"stem":2295},"Connection Pool: Патерн Object Pool для JDBC-з'єднань","/java/pr2/connection-pool","04.java/pr2/11.connection-pool",{"title":2297,"path":2298,"stem":2299},"Row Data Gateway: Об'єкт як обгортка рядка таблиці","/java/pr2/row-data-gateway","04.java/pr2/12.row-data-gateway",{"title":2301,"path":2302,"stem":2303},"Table Data Gateway: Фасад таблиці як архітектурний відступ","/java/pr2/table-data-gateway","04.java/pr2/13.table-data-gateway",{"title":2305,"path":2306,"stem":2307},"Repository + Data Mapper: Правильна шарова архітектура з JDBC","/java/pr2/repository-data-mapper","04.java/pr2/14.repository-data-mapper",{"title":2309,"path":2310,"stem":2311},"Identity Map: Кешування сутностей у рамках сесії","/java/pr2/identity-map","04.java/pr2/15.identity-map",{"title":2313,"path":2314,"stem":2315},"Unit of Work: Відстеження змін і координація JDBC-транзакцій","/java/pr2/unit-of-work","04.java/pr2/16.unit-of-work",{"title":2317,"path":2318,"stem":2319},"Strategy: Замінювані SQL-стратегії для підтримки різних СУБД","/java/pr2/strategy-sql","04.java/pr2/17.strategy-sql",{"title":2321,"path":2322,"stem":2323},"Proxy: Lazy Loading для One-To-Many колекцій","/java/pr2/proxy-lazy-loading","04.java/pr2/18.proxy-lazy-loading",{"title":2325,"path":2326,"stem":2327},"Generic Repository через Java Reflection: анотації та динамічний SQL","/java/pr2/generic-repository-reflection","04.java/pr2/19.generic-repository-reflection",{"title":2329,"path":2330,"stem":2331},"Specification Pattern: Композиція бізнес-правил для складних 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БД","/databases/intro/logical-schema","06.databases/01.intro/04.logical-schema",{"title":2381,"path":2382,"stem":2383},"Класифікація таблиць","/databases/intro/table-classification","06.databases/01.intro/05.table-classification",{"title":2385,"path":2386,"stem":2387},"PlantUML для баз даних","/databases/intro/plantuml-diagrams","06.databases/01.intro/06.plantuml-diagrams",{"title":2389,"icon":2354,"path":2390,"stem":2391,"children":2392,"page":59},"MS SQL Server Start","/databases/ms-sql-server-start","06.databases/02.ms-sql-server-start",[2393,2397,2403,2407],{"title":2394,"path":2395,"stem":2396},"Типи даних у MS SQL Server","/databases/ms-sql-server-start/data-types","06.databases/02.ms-sql-server-start/01.data-types",{"title":2398,"path":2399,"stem":2400,"children":2401},"Індекси у MS SQL 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TABLE)","/databases/sql/ddl-create-table","06.databases/03.sql/01.ddl-create-table",{"title":2425,"path":2426,"stem":2427},"DDL - Зміна та видалення таблиць (ALTER, DROP)","/databases/sql/ddl-alter-drop-table","06.databases/03.sql/02.ddl-alter-drop-table",{"title":2429,"path":2430,"stem":2431},"SELECT запити - Основи","/databases/sql/select-queries-fundamentals","06.databases/03.sql/03.select-queries-fundamentals",{"title":2433,"path":2434,"stem":2435},"SELECT запити - Розширені можливості","/databases/sql/select-queries-advanced","06.databases/03.sql/04.select-queries-advanced",{"title":2437,"path":2438,"stem":2439},"INSERT запити - Додавання даних","/databases/sql/insert-queries","06.databases/03.sql/05.insert-queries",{"title":2441,"path":2442,"stem":2443},"UPDATE та DELETE запити","/databases/sql/update-delete-queries","06.databases/03.sql/06.update-delete-queries",{"title":2445,"path":2446,"stem":2447},"Транзакції в SQL","/databases/sql/transactions","06.databases/03.sql/07.transactions",{"title":2449,"icon":2354,"path":2450,"stem":2451,"children":2452,"page":59},"Multi Table Databases","/databases/multi-table-databases","06.databases/04.multi-table-databases",[2453,2457,2461,2465,2469,2473],{"title":2454,"path":2455,"stem":2456},"Зв'язки та нормалізація БД","/databases/multi-table-databases/relationships-and-normalization","06.databases/04.multi-table-databases/00.relationships-and-normalization",{"title":2458,"path":2459,"stem":2460},"INNER JOIN - З'єднання таблиць","/databases/multi-table-databases/inner-join","06.databases/04.multi-table-databases/01.inner-join",{"title":2462,"path":2463,"stem":2464},"OUTER JOINs - LEFT, RIGHT, FULL","/databases/multi-table-databases/outer-joins","06.databases/04.multi-table-databases/02.outer-joins",{"title":2466,"path":2467,"stem":2468},"CROSS та SELF JOINs","/databases/multi-table-databases/cross-self-joins","06.databases/04.multi-table-databases/03.cross-self-joins",{"title":2470,"path":2471,"stem":2472},"Підзапити (Subqueries)","/databases/multi-table-databases/subqueries","06.databases/04.multi-table-databases/04.subqueries",{"title":2474,"path":2475,"stem":2476},"Агрегації з JOIN","/databases/multi-table-databases/aggregations-with-joins","06.databases/04.multi-table-databases/05.aggregations-with-joins",{"title":2478,"icon":2479,"path":2480,"stem":2481,"children":2482,"page":59},"Aggregate Functions","i-lucide-calculator","/databases/aggregate-functions","06.databases/05.aggregate-functions",[2483,2487,2491],{"title":2484,"path":2485,"stem":2486},"Функції агрегування в MS SQL Server","/databases/aggregate-functions/introduction-aggregate-functions","06.databases/05.aggregate-functions/01.introduction-aggregate-functions",{"title":2488,"path":2489,"stem":2490},"Групування даних в MS SQL Server","/databases/aggregate-functions/grouping-data","06.databases/05.aggregate-functions/02.grouping-data",{"title":2492,"path":2493,"stem":2494},"Підзапити з агрегатними функціями","/databases/aggregate-functions/subqueries-aggregates","06.databases/05.aggregate-functions/03.subqueries-aggregates",{"title":2496,"icon":2497,"path":2498,"stem":2499,"children":2500,"page":59},"Тригери та зберігаємі процедури","i-lucide-database-zap","/databases/triggers-stored-procedures","06.databases/07.triggers-stored-procedures",[2501,2505,2509,2513,2517,2521,2525],{"title":2502,"path":2503,"stem":2504},"DML-тригери","/databases/triggers-stored-procedures/dml-triggers","06.databases/07.triggers-stored-procedures/01.dml-triggers",{"title":2506,"path":2507,"stem":2508},"DDL-тригери","/databases/triggers-stored-procedures/ddl-triggers","06.databases/07.triggers-stored-procedures/02.ddl-triggers",{"title":2510,"path":2511,"stem":2512},"Transact-SQL 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Docker","/tools/docker/networking-basics","07.tools/01.docker/14.networking-basics",{"title":2630,"path":2631,"stem":2632},"Змінні оточення та конфігурація","/tools/docker/environment-and-configuration","07.tools/01.docker/15.environment-and-configuration",{"title":2634,"path":2635,"stem":2636},"Docker Compose — оркестрація контейнерів","/tools/docker/docker-compose-basics","07.tools/01.docker/16.docker-compose-basics",{"title":2638,"path":2639,"stem":2640},"Docker Compose — Multi-Service застосунки","/tools/docker/compose-multi-service","07.tools/01.docker/17.compose-multi-service",{"title":2642,"icon":2643,"path":2644,"stem":2645,"children":2646,"page":59},"Software Engineering","i-lucide-code-2","/software-engineering","09.software-engineering",[2647,2651,2655,2659,2663,2667,2671,2675,2679,2683,2687],{"title":2648,"path":2649,"stem":2650},"1. 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Частина 2","/html-css/css-layout-grid-advanced","12.html-css/16.css-layout-grid-advanced",{"title":2861,"path":2862,"stem":2863},"Позиціонування в CSS. Z-index. Stacking Context","/html-css/css-positioning","12.html-css/17.css-positioning",{"title":2865,"path":2866,"stem":2867},"CSS Анімації та Переходи","/html-css/css-animations-transitions","12.html-css/18.css-animations-transitions",{"title":2869,"path":2870,"stem":2871},"Адаптивний дизайн. Media Queries. Частина 1","/html-css/css-responsive-media-queries","12.html-css/19.css-responsive-media-queries",{"title":2873,"path":2874,"stem":2875},"Адаптивний дизайн. Частина 2: clamp(), Container Queries, @layer","/html-css/css-responsive-advanced","12.html-css/20.css-responsive-advanced",{"title":2877,"path":2878,"stem":2879},"CSS Custom Properties. Методології. Сучасний CSS","/html-css/css-variables-methodologies","12.html-css/21.css-variables-methodologies",{"title":2881,"path":2882,"stem":2883},"Сучасний CSS 2023–2025: Нові можливості","/html-css/css-modern-features","12.html-css/22.css-modern-features",{"title":2885,"path":2886,"stem":2887},"CSS Nesting, @layer, @scope та @property: нативний препроцесор","/html-css/22a.css-nesting-modern-syntax","12.html-css/22a.css-nesting-modern-syntax",{"title":2889,"path":2890,"stem":2891},"CSS для форм та інтерактивних станів","/html-css/css-forms-interactive-states","12.html-css/23.css-forms-interactive-states",{"title":2893,"path":2894,"stem":2895},"Доступність у CSS (CSS Accessibility)","/html-css/css-accessibility","12.html-css/24.css-accessibility",{"title":2897,"path":2898,"stem":2899},"CSS-функції та сучасні sizing primitives","/html-css/css-functions-sizing","12.html-css/25.css-functions-sizing",{"title":2901,"path":2902,"stem":2903},"Rendering Pipeline і CSS Performance","/html-css/css-rendering-performance","12.html-css/26.css-rendering-performance",{"title":2905,"path":2906,"stem":2907},"CSS Best Practices: типові ситуації та правильні рішення","/html-css/css-best-practices","12.html-css/27.css-best-practices",{"title":2909,"path":2910,"stem":2911,"children":2912,"page":59},"Tailwind","/tailwind","21.tailwind",[2913,2917,2921,2925,2929,2933,2937,2941],{"title":2914,"path":2915,"stem":2916},"Що таке Tailwind CSS і навіщо він потрібен","/tailwind/tailwind-intro-philosophy","21.tailwind/01.tailwind-intro-philosophy",{"title":2918,"path":2919,"stem":2920},"Встановлення та налаштування Tailwind CSS v4","/tailwind/tailwind-installation-setup","21.tailwind/02.tailwind-installation-setup",{"title":2922,"path":2923,"stem":2924},"Utility-класи: основи та система Tailwind","/tailwind/tailwind-utility-classes-core","21.tailwind/03.tailwind-utility-classes-core",{"title":2926,"path":2927,"stem":2928},"Layout: Flexbox та Grid через Tailwind","/tailwind/tailwind-flexbox-grid","21.tailwind/04.tailwind-flexbox-grid",{"title":2930,"path":2931,"stem":2932},"Кастомізація теми через @theme у Tailwind v4","/tailwind/tailwind-theme-customization","21.tailwind/05.tailwind-theme-customization",{"title":2934,"path":2935,"stem":2936},"Варіанти: hover, focus, responsive, dark mode та нові v4","/tailwind/tailwind-variants-states","21.tailwind/06.tailwind-variants-states",{"title":2938,"path":2939,"stem":2940},"Типографіка та система кольорів у Tailwind v4","/tailwind/tailwind-typography-colors","21.tailwind/07.tailwind-typography-colors",{"title":2942,"path":2943,"stem":2944},"Компоненти та повторюваність: @apply, @utility та патерни","/tailwind/tailwind-components-patterns","21.tailwind/08.tailwind-components-patterns",{"title":2946,"path":2947,"stem":2948},"Showcase Компонентів kostyl.dev","/test-new-components","98.test-new-components",{"id":2950,"title":336,"body":2951,"description":11251,"extension":11252,"links":11253,"meta":11254,"navigation":3075,"path":337,"seo":11255,"stem":338,"__hash__":11256},"docs/01.csharp/07.system-programming-windows/11a.tpl-parallel-plinq-advanced.md",{"type":2952,"value":2953,"toc":11218},"minimark",[2954,2958,2963,2984,3111,3126,3248,3251,3270,3273,3277,3282,3292,3770,3814,3819,3847,3852,4048,4052,4061,4374,4426,4430,4439,4607,4612,4663,4668,4680,4843,4847,4855,5145,5161,5165,5171,5415,5420,5494,5499,5669,5673,5680,5843,5853,6119,6123,6142,6147,6155,6159,6168,6505,6538,6543,6557,6561,6571,6898,6944,6948,6957,6963,7023,7028,7099,7108,7231,7236,7322,7331,7349,7351,7355,7359,7382,7583,7586,7600,7604,7610,8088,8115,8119,8129,8374,8383,8387,8390,8554,8559,8570,8574,8579,8881,8885,8888,9014,9018,9050,9056,9060,9063,9228,9232,9298,9302,9312,9510,9515,9531,9535,9542,9758,9764,9862,9866,9869,9875,9973,9979,10057,10063,10134,10138,10143,10164,10169,10185,10189,10572,10597,10599,10603,10607,10610,10615,10636,10844,10848,10855,10860,10877,10881,10898,10902,10905,10909,10936,11209,11211,11214],[2955,2956,336],"h1",{"id":2957},"parallel-class-та-plinq-data-parallelism",[2959,2960,2962],"h2",{"id":2961},"вступ-task-vs-parallel-різні-підходи-до-паралелізму","Вступ: Task vs Parallel — Різні Підходи до Паралелізму",[2964,2965,2966,2967,2971,2972,2974,2975,2979,2980,2983],"p",{},"У попередньому файлі ви навчились працювати з ",[2968,2969,2970],"code",{},"Task"," — абстракцією одиниці роботи, яка виконується асинхронно. ",[2968,2973,2970],{}," ідеально підходить для ",[2976,2977,2978],"strong",{},"task parallelism"," — коли у вас є декілька ",[2976,2981,2982],{},"різних"," операцій, які потрібно виконати паралельно:",[2985,2986,2991],"pre",{"className":2987,"code":2988,"language":2989,"meta":2990,"style":2990},"language-csharp shiki shiki-themes light-plus dark-plus dark-plus","// Task Parallelism — різні операції\nTask task1 = DownloadFileAsync(\"url1\");\nTask task2 = ProcessImageAsync(\"image.jpg\");\nTask task3 = SendEmailAsync(\"user@example.com\");\n\nawait Task.WhenAll(task1, task2, task3);\n","csharp","",[2968,2992,2993,3002,3030,3050,3070,3077],{"__ignoreMap":2990},[2994,2995,2998],"span",{"class":2996,"line":2997},"line",1,[2994,2999,3001],{"class":3000},"spJ8K","// Task Parallelism — різні операції\n",[2994,3003,3005,3008,3012,3016,3020,3023,3027],{"class":2996,"line":3004},2,[2994,3006,2970],{"class":3007},"sN1BT",[2994,3009,3011],{"class":3010},"siwwj"," task1",[2994,3013,3015],{"class":3014},"sHH4Y"," = ",[2994,3017,3019],{"class":3018},"s8Opu","DownloadFileAsync",[2994,3021,3022],{"class":3014},"(",[2994,3024,3026],{"class":3025},"sbdoH","\"url1\"",[2994,3028,3029],{"class":3014},");\n",[2994,3031,3033,3035,3038,3040,3043,3045,3048],{"class":2996,"line":3032},3,[2994,3034,2970],{"class":3007},[2994,3036,3037],{"class":3010}," task2",[2994,3039,3015],{"class":3014},[2994,3041,3042],{"class":3018},"ProcessImageAsync",[2994,3044,3022],{"class":3014},[2994,3046,3047],{"class":3025},"\"image.jpg\"",[2994,3049,3029],{"class":3014},[2994,3051,3053,3055,3058,3060,3063,3065,3068],{"class":2996,"line":3052},4,[2994,3054,2970],{"class":3007},[2994,3056,3057],{"class":3010}," task3",[2994,3059,3015],{"class":3014},[2994,3061,3062],{"class":3018},"SendEmailAsync",[2994,3064,3022],{"class":3014},[2994,3066,3067],{"class":3025},"\"user@example.com\"",[2994,3069,3029],{"class":3014},[2994,3071,3073],{"class":2996,"line":3072},5,[2994,3074,3076],{"emptyLinePlaceholder":3075},true,"\n",[2994,3078,3080,3084,3087,3090,3093,3095,3098,3101,3104,3106,3109],{"class":2996,"line":3079},6,[2994,3081,3083],{"class":3082},"su1O8","await",[2994,3085,3086],{"class":3010}," Task",[2994,3088,3089],{"class":3014},".",[2994,3091,3092],{"class":3018},"WhenAll",[2994,3094,3022],{"class":3014},[2994,3096,3097],{"class":3010},"task1",[2994,3099,3100],{"class":3014},", ",[2994,3102,3103],{"class":3010},"task2",[2994,3105,3100],{"class":3014},[2994,3107,3108],{"class":3010},"task3",[2994,3110,3029],{"class":3014},[2964,3112,3113,3114,3117,3118,3121,3122,3125],{},"Але є інший тип паралелізму — ",[2976,3115,3116],{},"data parallelism"," (паралелізм даних): коли у вас є ",[2976,3119,3120],{},"одна операція",", яку потрібно виконати над ",[2976,3123,3124],{},"великою кількістю елементів",":",[2985,3127,3129],{"className":2987,"code":3128,"language":2989,"meta":2990,"style":2990},"// Data Parallelism — одна операція над багатьма елементами\nint[] numbers = Enumerable.Range(1, 1_000_000).ToArray();\n\n// Обчислити квадрат кожного числа паралельно\nforeach (int number in numbers)\n{\n    int square = number * number;\n    // ...\n}\n",[2968,3130,3131,3136,3177,3181,3186,3209,3214,3236,3242],{"__ignoreMap":2990},[2994,3132,3133],{"class":2996,"line":2997},[2994,3134,3135],{"class":3000},"// Data Parallelism — одна операція над багатьма елементами\n",[2994,3137,3138,3141,3144,3147,3149,3152,3154,3157,3159,3163,3165,3168,3171,3174],{"class":2996,"line":3004},[2994,3139,3140],{"class":3082},"int",[2994,3142,3143],{"class":3014},"[] ",[2994,3145,3146],{"class":3010},"numbers",[2994,3148,3015],{"class":3014},[2994,3150,3151],{"class":3010},"Enumerable",[2994,3153,3089],{"class":3014},[2994,3155,3156],{"class":3018},"Range",[2994,3158,3022],{"class":3014},[2994,3160,3162],{"class":3161},"sJj4R","1",[2994,3164,3100],{"class":3014},[2994,3166,3167],{"class":3161},"1_000_000",[2994,3169,3170],{"class":3014},").",[2994,3172,3173],{"class":3018},"ToArray",[2994,3175,3176],{"class":3014},"();\n",[2994,3178,3179],{"class":2996,"line":3032},[2994,3180,3076],{"emptyLinePlaceholder":3075},[2994,3182,3183],{"class":2996,"line":3052},[2994,3184,3185],{"class":3000},"// Обчислити квадрат кожного числа паралельно\n",[2994,3187,3188,3192,3195,3197,3200,3203,3206],{"class":2996,"line":3072},[2994,3189,3191],{"class":3190},"sCDza","foreach",[2994,3193,3194],{"class":3014}," (",[2994,3196,3140],{"class":3082},[2994,3198,3199],{"class":3010}," number",[2994,3201,3202],{"class":3190}," in",[2994,3204,3205],{"class":3010}," numbers",[2994,3207,3208],{"class":3014},")\n",[2994,3210,3211],{"class":2996,"line":3079},[2994,3212,3213],{"class":3014},"{\n",[2994,3215,3217,3220,3223,3225,3228,3231,3233],{"class":2996,"line":3216},7,[2994,3218,3219],{"class":3082},"    int",[2994,3221,3222],{"class":3010}," square",[2994,3224,3015],{"class":3014},[2994,3226,3227],{"class":3010},"number",[2994,3229,3230],{"class":3014}," * ",[2994,3232,3227],{"class":3010},[2994,3234,3235],{"class":3014},";\n",[2994,3237,3239],{"class":2996,"line":3238},8,[2994,3240,3241],{"class":3000},"    // ...\n",[2994,3243,3245],{"class":2996,"line":3244},9,[2994,3246,3247],{"class":3014},"}\n",[2964,3249,3250],{},"Для data parallelism .NET надає два інструменти:",[3252,3253,3254,3264],"ol",{},[3255,3256,3257,3263],"li",{},[2976,3258,3259,3262],{},[2968,3260,3261],{},"Parallel"," class"," — імперативний підхід (Parallel.For, Parallel.ForEach)",[3255,3265,3266,3269],{},[2976,3267,3268],{},"PLINQ"," — декларативний підхід (Parallel LINQ)",[3271,3272],"hr",{},[2959,3274,3276],{"id":3275},"_6-parallel-class-імперативний-data-parallelism","6. Parallel Class: Імперативний Data Parallelism",[3278,3279,3281],"h3",{"id":3280},"parallelfor-паралельний-цикл-з-індексом","Parallel.For() — Паралельний Цикл з Індексом",[2964,3283,3284,3287,3288,3291],{},[2968,3285,3286],{},"Parallel.For()"," — це паралельний аналог звичайного ",[2968,3289,3290],{},"for"," циклу. Він автоматично розподіляє ітерації між потоками ThreadPool.",[2985,3293,3297],{"className":2987,"code":3294,"filename":3295,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\nusing System.Diagnostics;\n\nstatic void ProcessItem(int i)\n{\n    // Імітація CPU-bound роботи\n    double result = 0;\n    for (int j = 0; j \u003C 1_000_000; j++)\n        result += Math.Sqrt(i * j);\n}\n\nint itemCount = 100;\n\n// ❌ Послідовний for\nvar sw1 = Stopwatch.StartNew();\nfor (int i = 0; i \u003C itemCount; i++)\n{\n    ProcessItem(i);\n}\nsw1.Stop();\nConsole.WriteLine($\"Послідовний for: {sw1.ElapsedMilliseconds}ms\");\n\n// ✅ Паралельний Parallel.For\nvar sw2 = Stopwatch.StartNew();\nParallel.For(0, itemCount, i =>\n{\n    ProcessItem(i);\n});\nsw2.Stop();\nConsole.WriteLine($\"Parallel.For: {sw2.ElapsedMilliseconds}ms\");\n\nConsole.WriteLine($\"Прискорення: {sw1.ElapsedMilliseconds / (double)sw2.ElapsedMilliseconds:F1}x\");\n","ParallelFor.cs","showLineNumbers",[2968,3298,3299,3319,3332,3336,3356,3360,3365,3380,3414,3441,3446,3451,3466,3471,3477,3498,3528,3533,3545,3550,3563,3598,3603,3609,3627,3652,3657,3668,3674,3686,3714,3719],{"__ignoreMap":2990},[2994,3300,3301,3304,3307,3309,3312,3314,3317],{"class":2996,"line":2997},[2994,3302,3303],{"class":3190},"using",[2994,3305,3306],{"class":3007}," System",[2994,3308,3089],{"class":3014},[2994,3310,3311],{"class":3007},"Threading",[2994,3313,3089],{"class":3014},[2994,3315,3316],{"class":3007},"Tasks",[2994,3318,3235],{"class":3014},[2994,3320,3321,3323,3325,3327,3330],{"class":2996,"line":3004},[2994,3322,3303],{"class":3190},[2994,3324,3306],{"class":3007},[2994,3326,3089],{"class":3014},[2994,3328,3329],{"class":3007},"Diagnostics",[2994,3331,3235],{"class":3014},[2994,3333,3334],{"class":2996,"line":3032},[2994,3335,3076],{"emptyLinePlaceholder":3075},[2994,3337,3338,3341,3344,3347,3349,3351,3354],{"class":2996,"line":3052},[2994,3339,3340],{"class":3082},"static",[2994,3342,3343],{"class":3082}," void",[2994,3345,3346],{"class":3018}," ProcessItem",[2994,3348,3022],{"class":3014},[2994,3350,3140],{"class":3082},[2994,3352,3353],{"class":3010}," i",[2994,3355,3208],{"class":3014},[2994,3357,3358],{"class":2996,"line":3072},[2994,3359,3213],{"class":3014},[2994,3361,3362],{"class":2996,"line":3079},[2994,3363,3364],{"class":3000},"    // Імітація CPU-bound роботи\n",[2994,3366,3367,3370,3373,3375,3378],{"class":2996,"line":3216},[2994,3368,3369],{"class":3082},"    double",[2994,3371,3372],{"class":3010}," result",[2994,3374,3015],{"class":3014},[2994,3376,3377],{"class":3161},"0",[2994,3379,3235],{"class":3014},[2994,3381,3382,3385,3387,3389,3392,3394,3396,3399,3402,3405,3407,3409,3411],{"class":2996,"line":3238},[2994,3383,3384],{"class":3190},"    for",[2994,3386,3194],{"class":3014},[2994,3388,3140],{"class":3082},[2994,3390,3391],{"class":3010}," j",[2994,3393,3015],{"class":3014},[2994,3395,3377],{"class":3161},[2994,3397,3398],{"class":3014},"; ",[2994,3400,3401],{"class":3010},"j",[2994,3403,3404],{"class":3014}," \u003C ",[2994,3406,3167],{"class":3161},[2994,3408,3398],{"class":3014},[2994,3410,3401],{"class":3010},[2994,3412,3413],{"class":3014},"++)\n",[2994,3415,3416,3419,3422,3425,3427,3430,3432,3435,3437,3439],{"class":2996,"line":3244},[2994,3417,3418],{"class":3010},"        result",[2994,3420,3421],{"class":3014}," += ",[2994,3423,3424],{"class":3010},"Math",[2994,3426,3089],{"class":3014},[2994,3428,3429],{"class":3018},"Sqrt",[2994,3431,3022],{"class":3014},[2994,3433,3434],{"class":3010},"i",[2994,3436,3230],{"class":3014},[2994,3438,3401],{"class":3010},[2994,3440,3029],{"class":3014},[2994,3442,3444],{"class":2996,"line":3443},10,[2994,3445,3247],{"class":3014},[2994,3447,3449],{"class":2996,"line":3448},11,[2994,3450,3076],{"emptyLinePlaceholder":3075},[2994,3452,3454,3456,3459,3461,3464],{"class":2996,"line":3453},12,[2994,3455,3140],{"class":3082},[2994,3457,3458],{"class":3010}," itemCount",[2994,3460,3015],{"class":3014},[2994,3462,3463],{"class":3161},"100",[2994,3465,3235],{"class":3014},[2994,3467,3469],{"class":2996,"line":3468},13,[2994,3470,3076],{"emptyLinePlaceholder":3075},[2994,3472,3474],{"class":2996,"line":3473},14,[2994,3475,3476],{"class":3000},"// ❌ Послідовний for\n",[2994,3478,3480,3483,3486,3488,3491,3493,3496],{"class":2996,"line":3479},15,[2994,3481,3482],{"class":3082},"var",[2994,3484,3485],{"class":3010}," sw1",[2994,3487,3015],{"class":3014},[2994,3489,3490],{"class":3010},"Stopwatch",[2994,3492,3089],{"class":3014},[2994,3494,3495],{"class":3018},"StartNew",[2994,3497,3176],{"class":3014},[2994,3499,3501,3503,3505,3507,3509,3511,3513,3515,3517,3519,3522,3524,3526],{"class":2996,"line":3500},16,[2994,3502,3290],{"class":3190},[2994,3504,3194],{"class":3014},[2994,3506,3140],{"class":3082},[2994,3508,3353],{"class":3010},[2994,3510,3015],{"class":3014},[2994,3512,3377],{"class":3161},[2994,3514,3398],{"class":3014},[2994,3516,3434],{"class":3010},[2994,3518,3404],{"class":3014},[2994,3520,3521],{"class":3010},"itemCount",[2994,3523,3398],{"class":3014},[2994,3525,3434],{"class":3010},[2994,3527,3413],{"class":3014},[2994,3529,3531],{"class":2996,"line":3530},17,[2994,3532,3213],{"class":3014},[2994,3534,3536,3539,3541,3543],{"class":2996,"line":3535},18,[2994,3537,3538],{"class":3018},"    ProcessItem",[2994,3540,3022],{"class":3014},[2994,3542,3434],{"class":3010},[2994,3544,3029],{"class":3014},[2994,3546,3548],{"class":2996,"line":3547},19,[2994,3549,3247],{"class":3014},[2994,3551,3553,3556,3558,3561],{"class":2996,"line":3552},20,[2994,3554,3555],{"class":3010},"sw1",[2994,3557,3089],{"class":3014},[2994,3559,3560],{"class":3018},"Stop",[2994,3562,3176],{"class":3014},[2994,3564,3566,3569,3571,3574,3576,3579,3583,3585,3587,3590,3593,3596],{"class":2996,"line":3565},21,[2994,3567,3568],{"class":3010},"Console",[2994,3570,3089],{"class":3014},[2994,3572,3573],{"class":3018},"WriteLine",[2994,3575,3022],{"class":3014},[2994,3577,3578],{"class":3025},"$\"Послідовний for: ",[2994,3580,3582],{"class":3581},"sD7JJ","{",[2994,3584,3555],{"class":3010},[2994,3586,3089],{"class":3581},[2994,3588,3589],{"class":3010},"ElapsedMilliseconds",[2994,3591,3592],{"class":3581},"}",[2994,3594,3595],{"class":3025},"ms\"",[2994,3597,3029],{"class":3014},[2994,3599,3601],{"class":2996,"line":3600},22,[2994,3602,3076],{"emptyLinePlaceholder":3075},[2994,3604,3606],{"class":2996,"line":3605},23,[2994,3607,3608],{"class":3000},"// ✅ Паралельний Parallel.For\n",[2994,3610,3612,3614,3617,3619,3621,3623,3625],{"class":2996,"line":3611},24,[2994,3613,3482],{"class":3082},[2994,3615,3616],{"class":3010}," sw2",[2994,3618,3015],{"class":3014},[2994,3620,3490],{"class":3010},[2994,3622,3089],{"class":3014},[2994,3624,3495],{"class":3018},[2994,3626,3176],{"class":3014},[2994,3628,3630,3632,3634,3637,3639,3641,3643,3645,3647,3649],{"class":2996,"line":3629},25,[2994,3631,3261],{"class":3010},[2994,3633,3089],{"class":3014},[2994,3635,3636],{"class":3018},"For",[2994,3638,3022],{"class":3014},[2994,3640,3377],{"class":3161},[2994,3642,3100],{"class":3014},[2994,3644,3521],{"class":3010},[2994,3646,3100],{"class":3014},[2994,3648,3434],{"class":3010},[2994,3650,3651],{"class":3014}," =>\n",[2994,3653,3655],{"class":2996,"line":3654},26,[2994,3656,3213],{"class":3014},[2994,3658,3660,3662,3664,3666],{"class":2996,"line":3659},27,[2994,3661,3538],{"class":3018},[2994,3663,3022],{"class":3014},[2994,3665,3434],{"class":3010},[2994,3667,3029],{"class":3014},[2994,3669,3671],{"class":2996,"line":3670},28,[2994,3672,3673],{"class":3014},"});\n",[2994,3675,3677,3680,3682,3684],{"class":2996,"line":3676},29,[2994,3678,3679],{"class":3010},"sw2",[2994,3681,3089],{"class":3014},[2994,3683,3560],{"class":3018},[2994,3685,3176],{"class":3014},[2994,3687,3689,3691,3693,3695,3697,3700,3702,3704,3706,3708,3710,3712],{"class":2996,"line":3688},30,[2994,3690,3568],{"class":3010},[2994,3692,3089],{"class":3014},[2994,3694,3573],{"class":3018},[2994,3696,3022],{"class":3014},[2994,3698,3699],{"class":3025},"$\"Parallel.For: ",[2994,3701,3582],{"class":3581},[2994,3703,3679],{"class":3010},[2994,3705,3089],{"class":3581},[2994,3707,3589],{"class":3010},[2994,3709,3592],{"class":3581},[2994,3711,3595],{"class":3025},[2994,3713,3029],{"class":3014},[2994,3715,3717],{"class":2996,"line":3716},31,[2994,3718,3076],{"emptyLinePlaceholder":3075},[2994,3720,3722,3724,3726,3728,3730,3733,3735,3737,3739,3741,3744,3746,3749,3752,3754,3756,3758,3760,3763,3765,3768],{"class":2996,"line":3721},32,[2994,3723,3568],{"class":3010},[2994,3725,3089],{"class":3014},[2994,3727,3573],{"class":3018},[2994,3729,3022],{"class":3014},[2994,3731,3732],{"class":3025},"$\"Прискорення: ",[2994,3734,3582],{"class":3581},[2994,3736,3555],{"class":3010},[2994,3738,3089],{"class":3581},[2994,3740,3589],{"class":3010},[2994,3742,3743],{"class":3014}," /",[2994,3745,3194],{"class":3581},[2994,3747,3748],{"class":3082},"double",[2994,3750,3751],{"class":3581},")",[2994,3753,3679],{"class":3010},[2994,3755,3089],{"class":3581},[2994,3757,3589],{"class":3010},[2994,3759,3125],{"class":3014},[2994,3761,3762],{"class":3010},"F1",[2994,3764,3592],{"class":3581},[2994,3766,3767],{"class":3025},"x\"",[2994,3769,3029],{"class":3014},[3771,3772,3774,3785,3794,3803,3806],"terminal-preview",{"title":3773},"Parallel.For Benchmark",[3775,3776,3778,3779],"div",{"className":3777},[2996],"Послідовний for: ",[2994,3780,3784],{"className":3781},[3782,3783],"text-red-400","font-bold","8,247ms",[3775,3786,3788,3789],{"className":3787},[2996],"Parallel.For: ",[2994,3790,3793],{"className":3791},[3792,3783],"text-green-400","1,142ms",[3775,3795,3797,3798],{"className":3796},[2996],"Прискорення: ",[2994,3799,3802],{"className":3800},[3801,3783],"text-blue-400","7.2x",[3775,3804],{"className":3805},[2996],[3775,3807,3809],{"className":3808},[2996],[2994,3810,3813],{"className":3811},[3812],"text-gray-400","На 8-core CPU отримали ~7x прискорення!",[2964,3815,3816,3125],{},[2976,3817,3818],{},"Як це працює",[3252,3820,3821,3834,3837,3840],{},[3255,3822,3823,3825,3826,3829,3830,3833],{},[2968,3824,3286],{}," розбиває діапазон ",[2968,3827,3828],{},"[0, itemCount)"," на ",[2976,3831,3832],{},"chunks"," (шматки)",[3255,3835,3836],{},"Кожен chunk виконується на окремому потоці ThreadPool",[3255,3838,3839],{},"ThreadPool автоматично балансує навантаження між потоками",[3255,3841,3842,3843,3846],{},"Головний потік ",[2976,3844,3845],{},"блокується"," поки всі ітерації не завершаться",[2964,3848,3849,3125],{},[2976,3850,3851],{},"Синтаксис",[2985,3853,3855],{"className":2987,"code":3854,"language":2989,"meta":2990,"style":2990},"// Базовий варіант\nParallel.For(fromInclusive: 0, toExclusive: 100, body: i =>\n{\n    Console.WriteLine($\"Обробка елемента {i} на потоці {Thread.CurrentThread.ManagedThreadId}\");\n});\n\n// З ParallelOptions\nvar options = new ParallelOptions\n{\n    MaxDegreeOfParallelism = 4  // максимум 4 потоки\n};\n\nParallel.For(0, 100, options, i =>\n{\n    ProcessItem(i);\n});\n",[2968,3856,3857,3862,3900,3904,3949,3953,3957,3962,3977,3981,3994,3999,4003,4030,4034,4044],{"__ignoreMap":2990},[2994,3858,3859],{"class":2996,"line":2997},[2994,3860,3861],{"class":3000},"// Базовий варіант\n",[2994,3863,3864,3866,3868,3870,3872,3875,3878,3880,3882,3885,3887,3889,3891,3894,3896,3898],{"class":2996,"line":3004},[2994,3865,3261],{"class":3010},[2994,3867,3089],{"class":3014},[2994,3869,3636],{"class":3018},[2994,3871,3022],{"class":3014},[2994,3873,3874],{"class":3010},"fromInclusive",[2994,3876,3877],{"class":3014},": ",[2994,3879,3377],{"class":3161},[2994,3881,3100],{"class":3014},[2994,3883,3884],{"class":3010},"toExclusive",[2994,3886,3877],{"class":3014},[2994,3888,3463],{"class":3161},[2994,3890,3100],{"class":3014},[2994,3892,3893],{"class":3010},"body",[2994,3895,3877],{"class":3014},[2994,3897,3434],{"class":3010},[2994,3899,3651],{"class":3014},[2994,3901,3902],{"class":2996,"line":3032},[2994,3903,3213],{"class":3014},[2994,3905,3906,3909,3911,3913,3915,3918,3920,3922,3924,3927,3929,3932,3934,3937,3939,3942,3944,3947],{"class":2996,"line":3052},[2994,3907,3908],{"class":3010},"    Console",[2994,3910,3089],{"class":3014},[2994,3912,3573],{"class":3018},[2994,3914,3022],{"class":3014},[2994,3916,3917],{"class":3025},"$\"Обробка елемента ",[2994,3919,3582],{"class":3581},[2994,3921,3434],{"class":3010},[2994,3923,3592],{"class":3581},[2994,3925,3926],{"class":3025}," на потоці ",[2994,3928,3582],{"class":3581},[2994,3930,3931],{"class":3010},"Thread",[2994,3933,3089],{"class":3581},[2994,3935,3936],{"class":3010},"CurrentThread",[2994,3938,3089],{"class":3581},[2994,3940,3941],{"class":3010},"ManagedThreadId",[2994,3943,3592],{"class":3581},[2994,3945,3946],{"class":3025},"\"",[2994,3948,3029],{"class":3014},[2994,3950,3951],{"class":2996,"line":3072},[2994,3952,3673],{"class":3014},[2994,3954,3955],{"class":2996,"line":3079},[2994,3956,3076],{"emptyLinePlaceholder":3075},[2994,3958,3959],{"class":2996,"line":3216},[2994,3960,3961],{"class":3000},"// З ParallelOptions\n",[2994,3963,3964,3966,3969,3971,3974],{"class":2996,"line":3238},[2994,3965,3482],{"class":3082},[2994,3967,3968],{"class":3010}," options",[2994,3970,3015],{"class":3014},[2994,3972,3973],{"class":3082},"new",[2994,3975,3976],{"class":3007}," ParallelOptions\n",[2994,3978,3979],{"class":2996,"line":3244},[2994,3980,3213],{"class":3014},[2994,3982,3983,3986,3988,3991],{"class":2996,"line":3443},[2994,3984,3985],{"class":3010},"    MaxDegreeOfParallelism",[2994,3987,3015],{"class":3014},[2994,3989,3990],{"class":3161},"4",[2994,3992,3993],{"class":3000},"  // максимум 4 потоки\n",[2994,3995,3996],{"class":2996,"line":3448},[2994,3997,3998],{"class":3014},"};\n",[2994,4000,4001],{"class":2996,"line":3453},[2994,4002,3076],{"emptyLinePlaceholder":3075},[2994,4004,4005,4007,4009,4011,4013,4015,4017,4019,4021,4024,4026,4028],{"class":2996,"line":3468},[2994,4006,3261],{"class":3010},[2994,4008,3089],{"class":3014},[2994,4010,3636],{"class":3018},[2994,4012,3022],{"class":3014},[2994,4014,3377],{"class":3161},[2994,4016,3100],{"class":3014},[2994,4018,3463],{"class":3161},[2994,4020,3100],{"class":3014},[2994,4022,4023],{"class":3010},"options",[2994,4025,3100],{"class":3014},[2994,4027,3434],{"class":3010},[2994,4029,3651],{"class":3014},[2994,4031,4032],{"class":2996,"line":3473},[2994,4033,3213],{"class":3014},[2994,4035,4036,4038,4040,4042],{"class":2996,"line":3479},[2994,4037,3538],{"class":3018},[2994,4039,3022],{"class":3014},[2994,4041,3434],{"class":3010},[2994,4043,3029],{"class":3014},[2994,4045,4046],{"class":2996,"line":3500},[2994,4047,3673],{"class":3014},[3278,4049,4051],{"id":4050},"parallelforeach-паралельна-обробка-колекцій","Parallel.ForEach() — Паралельна Обробка Колекцій",[2964,4053,4054,4057,4058,4060],{},[2968,4055,4056],{},"Parallel.ForEach()"," — це паралельний аналог ",[2968,4059,3191],{},". Використовується коли у вас є колекція елементів (не обов'язково з індексами).",[2985,4062,4065],{"className":2987,"code":4063,"filename":4064,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\nusing System.Diagnostics;\n\nstatic void ProcessImage(string imagePath)\n{\n    Console.WriteLine($\"[Thread {Thread.CurrentThread.ManagedThreadId}] Обробка {imagePath}\");\n    Thread.Sleep(500);  // імітація обробки\n}\n\nstring[] images = \n[\n    \"image1.jpg\", \"image2.jpg\", \"image3.jpg\", \"image4.jpg\",\n    \"image5.jpg\", \"image6.jpg\", \"image7.jpg\", \"image8.jpg\"\n];\n\nvar sw = Stopwatch.StartNew();\n\n// ✅ Паралельна обробка\nParallel.ForEach(images, imagePath =>\n{\n    ProcessImage(imagePath);\n});\n\nsw.Stop();\nConsole.WriteLine($\"\\nВсі зображення оброблені за {sw.ElapsedMilliseconds}ms\");\n","ParallelForEach.cs",[2968,4066,4067,4083,4095,4099,4118,4122,4163,4184,4188,4192,4204,4209,4232,4252,4257,4261,4278,4282,4287,4306,4310,4321,4325,4329,4340],{"__ignoreMap":2990},[2994,4068,4069,4071,4073,4075,4077,4079,4081],{"class":2996,"line":2997},[2994,4070,3303],{"class":3190},[2994,4072,3306],{"class":3007},[2994,4074,3089],{"class":3014},[2994,4076,3311],{"class":3007},[2994,4078,3089],{"class":3014},[2994,4080,3316],{"class":3007},[2994,4082,3235],{"class":3014},[2994,4084,4085,4087,4089,4091,4093],{"class":2996,"line":3004},[2994,4086,3303],{"class":3190},[2994,4088,3306],{"class":3007},[2994,4090,3089],{"class":3014},[2994,4092,3329],{"class":3007},[2994,4094,3235],{"class":3014},[2994,4096,4097],{"class":2996,"line":3032},[2994,4098,3076],{"emptyLinePlaceholder":3075},[2994,4100,4101,4103,4105,4108,4110,4113,4116],{"class":2996,"line":3052},[2994,4102,3340],{"class":3082},[2994,4104,3343],{"class":3082},[2994,4106,4107],{"class":3018}," ProcessImage",[2994,4109,3022],{"class":3014},[2994,4111,4112],{"class":3082},"string",[2994,4114,4115],{"class":3010}," imagePath",[2994,4117,3208],{"class":3014},[2994,4119,4120],{"class":2996,"line":3072},[2994,4121,3213],{"class":3014},[2994,4123,4124,4126,4128,4130,4132,4135,4137,4139,4141,4143,4145,4147,4149,4152,4154,4157,4159,4161],{"class":2996,"line":3079},[2994,4125,3908],{"class":3010},[2994,4127,3089],{"class":3014},[2994,4129,3573],{"class":3018},[2994,4131,3022],{"class":3014},[2994,4133,4134],{"class":3025},"$\"[Thread ",[2994,4136,3582],{"class":3581},[2994,4138,3931],{"class":3010},[2994,4140,3089],{"class":3581},[2994,4142,3936],{"class":3010},[2994,4144,3089],{"class":3581},[2994,4146,3941],{"class":3010},[2994,4148,3592],{"class":3581},[2994,4150,4151],{"class":3025},"] Обробка ",[2994,4153,3582],{"class":3581},[2994,4155,4156],{"class":3010},"imagePath",[2994,4158,3592],{"class":3581},[2994,4160,3946],{"class":3025},[2994,4162,3029],{"class":3014},[2994,4164,4165,4168,4170,4173,4175,4178,4181],{"class":2996,"line":3216},[2994,4166,4167],{"class":3010},"    Thread",[2994,4169,3089],{"class":3014},[2994,4171,4172],{"class":3018},"Sleep",[2994,4174,3022],{"class":3014},[2994,4176,4177],{"class":3161},"500",[2994,4179,4180],{"class":3014},");  ",[2994,4182,4183],{"class":3000},"// імітація обробки\n",[2994,4185,4186],{"class":2996,"line":3238},[2994,4187,3247],{"class":3014},[2994,4189,4190],{"class":2996,"line":3244},[2994,4191,3076],{"emptyLinePlaceholder":3075},[2994,4193,4194,4196,4198,4201],{"class":2996,"line":3443},[2994,4195,4112],{"class":3082},[2994,4197,3143],{"class":3014},[2994,4199,4200],{"class":3010},"images",[2994,4202,4203],{"class":3014}," = \n",[2994,4205,4206],{"class":2996,"line":3448},[2994,4207,4208],{"class":3014},"[\n",[2994,4210,4211,4214,4216,4219,4221,4224,4226,4229],{"class":2996,"line":3453},[2994,4212,4213],{"class":3025},"    \"image1.jpg\"",[2994,4215,3100],{"class":3014},[2994,4217,4218],{"class":3025},"\"image2.jpg\"",[2994,4220,3100],{"class":3014},[2994,4222,4223],{"class":3025},"\"image3.jpg\"",[2994,4225,3100],{"class":3014},[2994,4227,4228],{"class":3025},"\"image4.jpg\"",[2994,4230,4231],{"class":3014},",\n",[2994,4233,4234,4237,4239,4242,4244,4247,4249],{"class":2996,"line":3468},[2994,4235,4236],{"class":3025},"    \"image5.jpg\"",[2994,4238,3100],{"class":3014},[2994,4240,4241],{"class":3025},"\"image6.jpg\"",[2994,4243,3100],{"class":3014},[2994,4245,4246],{"class":3025},"\"image7.jpg\"",[2994,4248,3100],{"class":3014},[2994,4250,4251],{"class":3025},"\"image8.jpg\"\n",[2994,4253,4254],{"class":2996,"line":3473},[2994,4255,4256],{"class":3014},"];\n",[2994,4258,4259],{"class":2996,"line":3479},[2994,4260,3076],{"emptyLinePlaceholder":3075},[2994,4262,4263,4265,4268,4270,4272,4274,4276],{"class":2996,"line":3500},[2994,4264,3482],{"class":3082},[2994,4266,4267],{"class":3010}," sw",[2994,4269,3015],{"class":3014},[2994,4271,3490],{"class":3010},[2994,4273,3089],{"class":3014},[2994,4275,3495],{"class":3018},[2994,4277,3176],{"class":3014},[2994,4279,4280],{"class":2996,"line":3530},[2994,4281,3076],{"emptyLinePlaceholder":3075},[2994,4283,4284],{"class":2996,"line":3535},[2994,4285,4286],{"class":3000},"// ✅ Паралельна обробка\n",[2994,4288,4289,4291,4293,4296,4298,4300,4302,4304],{"class":2996,"line":3547},[2994,4290,3261],{"class":3010},[2994,4292,3089],{"class":3014},[2994,4294,4295],{"class":3018},"ForEach",[2994,4297,3022],{"class":3014},[2994,4299,4200],{"class":3010},[2994,4301,3100],{"class":3014},[2994,4303,4156],{"class":3010},[2994,4305,3651],{"class":3014},[2994,4307,4308],{"class":2996,"line":3552},[2994,4309,3213],{"class":3014},[2994,4311,4312,4315,4317,4319],{"class":2996,"line":3565},[2994,4313,4314],{"class":3018},"    ProcessImage",[2994,4316,3022],{"class":3014},[2994,4318,4156],{"class":3010},[2994,4320,3029],{"class":3014},[2994,4322,4323],{"class":2996,"line":3600},[2994,4324,3673],{"class":3014},[2994,4326,4327],{"class":2996,"line":3605},[2994,4328,3076],{"emptyLinePlaceholder":3075},[2994,4330,4331,4334,4336,4338],{"class":2996,"line":3611},[2994,4332,4333],{"class":3010},"sw",[2994,4335,3089],{"class":3014},[2994,4337,3560],{"class":3018},[2994,4339,3176],{"class":3014},[2994,4341,4342,4344,4346,4348,4350,4353,4357,4360,4362,4364,4366,4368,4370,4372],{"class":2996,"line":3629},[2994,4343,3568],{"class":3010},[2994,4345,3089],{"class":3014},[2994,4347,3573],{"class":3018},[2994,4349,3022],{"class":3014},[2994,4351,4352],{"class":3025},"$\"",[2994,4354,4356],{"class":4355},"sjcCO","\\n",[2994,4358,4359],{"class":3025},"Всі зображення оброблені за ",[2994,4361,3582],{"class":3581},[2994,4363,4333],{"class":3010},[2994,4365,3089],{"class":3581},[2994,4367,3589],{"class":3010},[2994,4369,3592],{"class":3581},[2994,4371,3595],{"class":3025},[2994,4373,3029],{"class":3014},[3771,4375,4377,4381,4385,4389,4393,4397,4401,4405,4409,4412,4419],{"title":4376},"Parallel.ForEach Output",[3775,4378,4380],{"className":4379},[2996],"[Thread 4] Обробка image1.jpg",[3775,4382,4384],{"className":4383},[2996],"[Thread 5] Обробка image2.jpg",[3775,4386,4388],{"className":4387},[2996],"[Thread 6] Обробка image3.jpg",[3775,4390,4392],{"className":4391},[2996],"[Thread 7] Обробка image4.jpg",[3775,4394,4396],{"className":4395},[2996],"[Thread 4] Обробка image5.jpg",[3775,4398,4400],{"className":4399},[2996],"[Thread 5] Обробка image6.jpg",[3775,4402,4404],{"className":4403},[2996],"[Thread 6] Обробка image7.jpg",[3775,4406,4408],{"className":4407},[2996],"[Thread 7] Обробка image8.jpg",[3775,4410],{"className":4411},[2996],[3775,4413,4359,4415],{"className":4414},[2996],[2994,4416,4418],{"className":4417},[3792,3783],"1,003ms",[3775,4420,4422],{"className":4421},[2996],[2994,4423,4425],{"className":4424},[3812],"Замість 4,000ms послідовно!",[3278,4427,4429],{"id":4428},"paralleloptions-налаштування-паралелізму","ParallelOptions — Налаштування Паралелізму",[2964,4431,4432,4435,4436,3125],{},[2968,4433,4434],{},"ParallelOptions"," дозволяє контролювати поведінку ",[2968,4437,4438],{},"Parallel.For/ForEach",[2985,4440,4443],{"className":2987,"code":4441,"filename":4442,"language":2989,"meta":3296,"style":2990},"using System.Threading;\nusing System.Threading.Tasks;\n\nvar options = new ParallelOptions\n{\n    // Максимальна кількість паралельних потоків\n    MaxDegreeOfParallelism = 4,\n    \n    // CancellationToken для скасування\n    CancellationToken = cancellationToken,\n    \n    // TaskScheduler (за замовчуванням — ThreadPool)\n    TaskScheduler = TaskScheduler.Default\n};\n\nParallel.For(0, 1000, options, i =>\n{\n    ProcessItem(i);\n});\n","ParallelOptions.cs",[2968,4444,4445,4457,4473,4477,4489,4493,4498,4508,4513,4518,4530,4534,4539,4554,4558,4562,4589,4593,4603],{"__ignoreMap":2990},[2994,4446,4447,4449,4451,4453,4455],{"class":2996,"line":2997},[2994,4448,3303],{"class":3190},[2994,4450,3306],{"class":3007},[2994,4452,3089],{"class":3014},[2994,4454,3311],{"class":3007},[2994,4456,3235],{"class":3014},[2994,4458,4459,4461,4463,4465,4467,4469,4471],{"class":2996,"line":3004},[2994,4460,3303],{"class":3190},[2994,4462,3306],{"class":3007},[2994,4464,3089],{"class":3014},[2994,4466,3311],{"class":3007},[2994,4468,3089],{"class":3014},[2994,4470,3316],{"class":3007},[2994,4472,3235],{"class":3014},[2994,4474,4475],{"class":2996,"line":3032},[2994,4476,3076],{"emptyLinePlaceholder":3075},[2994,4478,4479,4481,4483,4485,4487],{"class":2996,"line":3052},[2994,4480,3482],{"class":3082},[2994,4482,3968],{"class":3010},[2994,4484,3015],{"class":3014},[2994,4486,3973],{"class":3082},[2994,4488,3976],{"class":3007},[2994,4490,4491],{"class":2996,"line":3072},[2994,4492,3213],{"class":3014},[2994,4494,4495],{"class":2996,"line":3079},[2994,4496,4497],{"class":3000},"    // Максимальна кількість паралельних потоків\n",[2994,4499,4500,4502,4504,4506],{"class":2996,"line":3216},[2994,4501,3985],{"class":3010},[2994,4503,3015],{"class":3014},[2994,4505,3990],{"class":3161},[2994,4507,4231],{"class":3014},[2994,4509,4510],{"class":2996,"line":3238},[2994,4511,4512],{"class":3014},"    \n",[2994,4514,4515],{"class":2996,"line":3244},[2994,4516,4517],{"class":3000},"    // CancellationToken для скасування\n",[2994,4519,4520,4523,4525,4528],{"class":2996,"line":3443},[2994,4521,4522],{"class":3010},"    CancellationToken",[2994,4524,3015],{"class":3014},[2994,4526,4527],{"class":3010},"cancellationToken",[2994,4529,4231],{"class":3014},[2994,4531,4532],{"class":2996,"line":3448},[2994,4533,4512],{"class":3014},[2994,4535,4536],{"class":2996,"line":3453},[2994,4537,4538],{"class":3000},"    // TaskScheduler (за замовчуванням — ThreadPool)\n",[2994,4540,4541,4544,4546,4549,4551],{"class":2996,"line":3468},[2994,4542,4543],{"class":3010},"    TaskScheduler",[2994,4545,3015],{"class":3014},[2994,4547,4548],{"class":3010},"TaskScheduler",[2994,4550,3089],{"class":3014},[2994,4552,4553],{"class":3010},"Default\n",[2994,4555,4556],{"class":2996,"line":3473},[2994,4557,3998],{"class":3014},[2994,4559,4560],{"class":2996,"line":3479},[2994,4561,3076],{"emptyLinePlaceholder":3075},[2994,4563,4564,4566,4568,4570,4572,4574,4576,4579,4581,4583,4585,4587],{"class":2996,"line":3500},[2994,4565,3261],{"class":3010},[2994,4567,3089],{"class":3014},[2994,4569,3636],{"class":3018},[2994,4571,3022],{"class":3014},[2994,4573,3377],{"class":3161},[2994,4575,3100],{"class":3014},[2994,4577,4578],{"class":3161},"1000",[2994,4580,3100],{"class":3014},[2994,4582,4023],{"class":3010},[2994,4584,3100],{"class":3014},[2994,4586,3434],{"class":3010},[2994,4588,3651],{"class":3014},[2994,4590,4591],{"class":2996,"line":3530},[2994,4592,3213],{"class":3014},[2994,4594,4595,4597,4599,4601],{"class":2996,"line":3535},[2994,4596,3538],{"class":3018},[2994,4598,3022],{"class":3014},[2994,4600,3434],{"class":3010},[2994,4602,3029],{"class":3014},[2994,4604,4605],{"class":2996,"line":3547},[2994,4606,3673],{"class":3014},[2964,4608,4609,3125],{},[2976,4610,4611],{},"MaxDegreeOfParallelism",[4613,4614,4615,4629],"table",{},[4616,4617,4618],"thead",{},[4619,4620,4621,4626],"tr",{},[4622,4623,4625],"th",{"align":4624},"left","Значення",[4622,4627,4628],{"align":4624},"Поведінка",[4630,4631,4632,4644,4653],"tbody",{},[4619,4633,4634,4641],{},[4635,4636,4637,4640],"td",{"align":4624},[2968,4638,4639],{},"-1"," (default)",[4635,4642,4643],{"align":4624},"Необмежена кількість потоків (ThreadPool вирішує)",[4619,4645,4646,4650],{},[4635,4647,4648],{"align":4624},[2968,4649,3162],{},[4635,4651,4652],{"align":4624},"Послідовне виконання (без паралелізму)",[4619,4654,4655,4660],{},[4635,4656,4657],{"align":4624},[2968,4658,4659],{},"N",[4635,4661,4662],{"align":4624},"Максимум N паралельних потоків",[2964,4664,4665,3125],{},[2976,4666,4667],{},"Коли обмежувати MaxDegreeOfParallelism",[4669,4670,4671,4674,4677],"ul",{},[3255,4672,4673],{},"✅ Операції використовують багато пам'яті (щоб не вичерпати RAM)",[3255,4675,4676],{},"✅ Зовнішній ресурс має обмеження (наприклад, база даних підтримує max 10 з'єднань)",[3255,4678,4679],{},"✅ Тестування — щоб контролювати навантаження",[2985,4681,4684],{"className":2987,"code":4682,"filename":4683,"language":2989,"meta":3296,"style":2990},"// Приклад: обмеження паралелізму для HTTP запитів\nvar options = new ParallelOptions\n{\n    MaxDegreeOfParallelism = 5  // максимум 5 одночасних запитів\n};\n\nstring[] urls = GetUrls();  // 1000 URLs\n\nParallel.ForEach(urls, options, async url =>\n{\n    using var client = new HttpClient();\n    string content = await client.GetStringAsync(url);\n    ProcessContent(content);\n});\n","MaxDegreeExample.cs",[2968,4685,4686,4691,4703,4707,4719,4723,4727,4747,4751,4777,4781,4801,4827,4839],{"__ignoreMap":2990},[2994,4687,4688],{"class":2996,"line":2997},[2994,4689,4690],{"class":3000},"// Приклад: обмеження паралелізму для HTTP запитів\n",[2994,4692,4693,4695,4697,4699,4701],{"class":2996,"line":3004},[2994,4694,3482],{"class":3082},[2994,4696,3968],{"class":3010},[2994,4698,3015],{"class":3014},[2994,4700,3973],{"class":3082},[2994,4702,3976],{"class":3007},[2994,4704,4705],{"class":2996,"line":3032},[2994,4706,3213],{"class":3014},[2994,4708,4709,4711,4713,4716],{"class":2996,"line":3052},[2994,4710,3985],{"class":3010},[2994,4712,3015],{"class":3014},[2994,4714,4715],{"class":3161},"5",[2994,4717,4718],{"class":3000},"  // максимум 5 одночасних запитів\n",[2994,4720,4721],{"class":2996,"line":3072},[2994,4722,3998],{"class":3014},[2994,4724,4725],{"class":2996,"line":3079},[2994,4726,3076],{"emptyLinePlaceholder":3075},[2994,4728,4729,4731,4733,4736,4738,4741,4744],{"class":2996,"line":3216},[2994,4730,4112],{"class":3082},[2994,4732,3143],{"class":3014},[2994,4734,4735],{"class":3010},"urls",[2994,4737,3015],{"class":3014},[2994,4739,4740],{"class":3018},"GetUrls",[2994,4742,4743],{"class":3014},"();  ",[2994,4745,4746],{"class":3000},"// 1000 URLs\n",[2994,4748,4749],{"class":2996,"line":3238},[2994,4750,3076],{"emptyLinePlaceholder":3075},[2994,4752,4753,4755,4757,4759,4761,4763,4765,4767,4769,4772,4775],{"class":2996,"line":3244},[2994,4754,3261],{"class":3010},[2994,4756,3089],{"class":3014},[2994,4758,4295],{"class":3018},[2994,4760,3022],{"class":3014},[2994,4762,4735],{"class":3010},[2994,4764,3100],{"class":3014},[2994,4766,4023],{"class":3010},[2994,4768,3100],{"class":3014},[2994,4770,4771],{"class":3082},"async",[2994,4773,4774],{"class":3010}," url",[2994,4776,3651],{"class":3014},[2994,4778,4779],{"class":2996,"line":3443},[2994,4780,3213],{"class":3014},[2994,4782,4783,4786,4789,4792,4794,4796,4799],{"class":2996,"line":3448},[2994,4784,4785],{"class":3190},"    using",[2994,4787,4788],{"class":3082}," var",[2994,4790,4791],{"class":3010}," client",[2994,4793,3015],{"class":3014},[2994,4795,3973],{"class":3082},[2994,4797,4798],{"class":3007}," HttpClient",[2994,4800,3176],{"class":3014},[2994,4802,4803,4806,4809,4811,4813,4815,4817,4820,4822,4825],{"class":2996,"line":3453},[2994,4804,4805],{"class":3082},"    string",[2994,4807,4808],{"class":3010}," content",[2994,4810,3015],{"class":3014},[2994,4812,3083],{"class":3082},[2994,4814,4791],{"class":3010},[2994,4816,3089],{"class":3014},[2994,4818,4819],{"class":3018},"GetStringAsync",[2994,4821,3022],{"class":3014},[2994,4823,4824],{"class":3010},"url",[2994,4826,3029],{"class":3014},[2994,4828,4829,4832,4834,4837],{"class":2996,"line":3468},[2994,4830,4831],{"class":3018},"    ProcessContent",[2994,4833,3022],{"class":3014},[2994,4835,4836],{"class":3010},"content",[2994,4838,3029],{"class":3014},[2994,4840,4841],{"class":2996,"line":3473},[2994,4842,3673],{"class":3014},[3278,4844,4846],{"id":4845},"cancellationtoken-у-parallel","CancellationToken у Parallel",[2964,4848,4849,4851,4852,3125],{},[2968,4850,4438],{}," підтримує скасування через ",[2968,4853,4854],{},"CancellationToken",[2985,4856,4859],{"className":2987,"code":4857,"filename":4858,"language":2989,"meta":3296,"style":2990},"using System.Threading;\nusing System.Threading.Tasks;\n\nusing var cts = new CancellationTokenSource();\n\nvar options = new ParallelOptions\n{\n    CancellationToken = cts.Token\n};\n\n// Скасовуємо через 2 секунди\nTask.Run(async () =>\n{\n    await Task.Delay(2000);\n    cts.Cancel();\n});\n\ntry\n{\n    Parallel.For(0, 1000, options, i =>\n    {\n        // Не потрібно вручну перевіряти token — Parallel робить це автоматично\n        Thread.Sleep(100);\n        Console.WriteLine($\"Обробка елемента {i}\");\n    });\n}\ncatch (OperationCanceledException)\n{\n    Console.WriteLine(\"Parallel.For скасовано\");\n}\n","ParallelCancellation.cs",[2968,4860,4861,4873,4889,4893,4911,4915,4927,4931,4945,4949,4953,4958,4974,4978,4997,5009,5013,5017,5022,5026,5053,5058,5063,5078,5101,5106,5110,5122,5126,5141],{"__ignoreMap":2990},[2994,4862,4863,4865,4867,4869,4871],{"class":2996,"line":2997},[2994,4864,3303],{"class":3190},[2994,4866,3306],{"class":3007},[2994,4868,3089],{"class":3014},[2994,4870,3311],{"class":3007},[2994,4872,3235],{"class":3014},[2994,4874,4875,4877,4879,4881,4883,4885,4887],{"class":2996,"line":3004},[2994,4876,3303],{"class":3190},[2994,4878,3306],{"class":3007},[2994,4880,3089],{"class":3014},[2994,4882,3311],{"class":3007},[2994,4884,3089],{"class":3014},[2994,4886,3316],{"class":3007},[2994,4888,3235],{"class":3014},[2994,4890,4891],{"class":2996,"line":3032},[2994,4892,3076],{"emptyLinePlaceholder":3075},[2994,4894,4895,4897,4899,4902,4904,4906,4909],{"class":2996,"line":3052},[2994,4896,3303],{"class":3190},[2994,4898,4788],{"class":3082},[2994,4900,4901],{"class":3010}," cts",[2994,4903,3015],{"class":3014},[2994,4905,3973],{"class":3082},[2994,4907,4908],{"class":3007}," CancellationTokenSource",[2994,4910,3176],{"class":3014},[2994,4912,4913],{"class":2996,"line":3072},[2994,4914,3076],{"emptyLinePlaceholder":3075},[2994,4916,4917,4919,4921,4923,4925],{"class":2996,"line":3079},[2994,4918,3482],{"class":3082},[2994,4920,3968],{"class":3010},[2994,4922,3015],{"class":3014},[2994,4924,3973],{"class":3082},[2994,4926,3976],{"class":3007},[2994,4928,4929],{"class":2996,"line":3216},[2994,4930,3213],{"class":3014},[2994,4932,4933,4935,4937,4940,4942],{"class":2996,"line":3238},[2994,4934,4522],{"class":3010},[2994,4936,3015],{"class":3014},[2994,4938,4939],{"class":3010},"cts",[2994,4941,3089],{"class":3014},[2994,4943,4944],{"class":3010},"Token\n",[2994,4946,4947],{"class":2996,"line":3244},[2994,4948,3998],{"class":3014},[2994,4950,4951],{"class":2996,"line":3443},[2994,4952,3076],{"emptyLinePlaceholder":3075},[2994,4954,4955],{"class":2996,"line":3448},[2994,4956,4957],{"class":3000},"// Скасовуємо через 2 секунди\n",[2994,4959,4960,4962,4964,4967,4969,4971],{"class":2996,"line":3453},[2994,4961,2970],{"class":3010},[2994,4963,3089],{"class":3014},[2994,4965,4966],{"class":3018},"Run",[2994,4968,3022],{"class":3014},[2994,4970,4771],{"class":3082},[2994,4972,4973],{"class":3014}," () =>\n",[2994,4975,4976],{"class":2996,"line":3468},[2994,4977,3213],{"class":3014},[2994,4979,4980,4983,4985,4987,4990,4992,4995],{"class":2996,"line":3473},[2994,4981,4982],{"class":3082},"    await",[2994,4984,3086],{"class":3010},[2994,4986,3089],{"class":3014},[2994,4988,4989],{"class":3018},"Delay",[2994,4991,3022],{"class":3014},[2994,4993,4994],{"class":3161},"2000",[2994,4996,3029],{"class":3014},[2994,4998,4999,5002,5004,5007],{"class":2996,"line":3479},[2994,5000,5001],{"class":3010},"    cts",[2994,5003,3089],{"class":3014},[2994,5005,5006],{"class":3018},"Cancel",[2994,5008,3176],{"class":3014},[2994,5010,5011],{"class":2996,"line":3500},[2994,5012,3673],{"class":3014},[2994,5014,5015],{"class":2996,"line":3530},[2994,5016,3076],{"emptyLinePlaceholder":3075},[2994,5018,5019],{"class":2996,"line":3535},[2994,5020,5021],{"class":3190},"try\n",[2994,5023,5024],{"class":2996,"line":3547},[2994,5025,3213],{"class":3014},[2994,5027,5028,5031,5033,5035,5037,5039,5041,5043,5045,5047,5049,5051],{"class":2996,"line":3552},[2994,5029,5030],{"class":3010},"    Parallel",[2994,5032,3089],{"class":3014},[2994,5034,3636],{"class":3018},[2994,5036,3022],{"class":3014},[2994,5038,3377],{"class":3161},[2994,5040,3100],{"class":3014},[2994,5042,4578],{"class":3161},[2994,5044,3100],{"class":3014},[2994,5046,4023],{"class":3010},[2994,5048,3100],{"class":3014},[2994,5050,3434],{"class":3010},[2994,5052,3651],{"class":3014},[2994,5054,5055],{"class":2996,"line":3565},[2994,5056,5057],{"class":3014},"    {\n",[2994,5059,5060],{"class":2996,"line":3600},[2994,5061,5062],{"class":3000},"        // Не потрібно вручну перевіряти token — Parallel робить це автоматично\n",[2994,5064,5065,5068,5070,5072,5074,5076],{"class":2996,"line":3605},[2994,5066,5067],{"class":3010},"        Thread",[2994,5069,3089],{"class":3014},[2994,5071,4172],{"class":3018},[2994,5073,3022],{"class":3014},[2994,5075,3463],{"class":3161},[2994,5077,3029],{"class":3014},[2994,5079,5080,5083,5085,5087,5089,5091,5093,5095,5097,5099],{"class":2996,"line":3611},[2994,5081,5082],{"class":3010},"        Console",[2994,5084,3089],{"class":3014},[2994,5086,3573],{"class":3018},[2994,5088,3022],{"class":3014},[2994,5090,3917],{"class":3025},[2994,5092,3582],{"class":3581},[2994,5094,3434],{"class":3010},[2994,5096,3592],{"class":3581},[2994,5098,3946],{"class":3025},[2994,5100,3029],{"class":3014},[2994,5102,5103],{"class":2996,"line":3629},[2994,5104,5105],{"class":3014},"    });\n",[2994,5107,5108],{"class":2996,"line":3654},[2994,5109,3247],{"class":3014},[2994,5111,5112,5115,5117,5120],{"class":2996,"line":3659},[2994,5113,5114],{"class":3190},"catch",[2994,5116,3194],{"class":3014},[2994,5118,5119],{"class":3007},"OperationCanceledException",[2994,5121,3208],{"class":3014},[2994,5123,5124],{"class":2996,"line":3670},[2994,5125,3213],{"class":3014},[2994,5127,5128,5130,5132,5134,5136,5139],{"class":2996,"line":3676},[2994,5129,3908],{"class":3010},[2994,5131,3089],{"class":3014},[2994,5133,3573],{"class":3018},[2994,5135,3022],{"class":3014},[2994,5137,5138],{"class":3025},"\"Parallel.For скасовано\"",[2994,5140,3029],{"class":3014},[2994,5142,5143],{"class":2996,"line":3688},[2994,5144,3247],{"class":3014},[5146,5147,5148,3877,5151,5153,5154,5156,5157,5160],"note",{},[2976,5149,5150],{},"Важливо",[2968,5152,4438],{}," автоматично перевіряє ",[2968,5155,4854],{}," між ітераціями. Вам не потрібно вручну викликати ",[2968,5158,5159],{},"ThrowIfCancellationRequested()"," (хоча можна для швидшої реакції).",[3278,5162,5164],{"id":5163},"parallelloopstate-контроль-виконання","ParallelLoopState — Контроль Виконання",[2964,5166,5167,5170],{},[2968,5168,5169],{},"ParallelLoopState"," дозволяє контролювати виконання циклу зсередини ітерації:",[2985,5172,5175],{"className":2987,"code":5173,"filename":5174,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\n\nint[] numbers = Enumerable.Range(1, 100).ToArray();\n\n// Шукаємо число 42 паралельно\nParallel.ForEach(numbers, (number, state) =>\n{\n    Console.WriteLine($\"Перевірка {number} на потоці {Thread.CurrentThread.ManagedThreadId}\");\n    \n    if (number == 42)\n    {\n        Console.WriteLine($\"Знайдено 42! Зупиняємо пошук.\");\n        state.Stop();  // зупинити всі ітерації якомога швидше\n        return;\n    }\n    \n    Thread.Sleep(50);  // імітація роботи\n});\n\nConsole.WriteLine(\"Пошук завершено\");\n","ParallelLoopState.cs",[2968,5176,5177,5193,5197,5227,5231,5236,5261,5265,5304,5308,5325,5329,5344,5358,5365,5370,5374,5392,5396,5400],{"__ignoreMap":2990},[2994,5178,5179,5181,5183,5185,5187,5189,5191],{"class":2996,"line":2997},[2994,5180,3303],{"class":3190},[2994,5182,3306],{"class":3007},[2994,5184,3089],{"class":3014},[2994,5186,3311],{"class":3007},[2994,5188,3089],{"class":3014},[2994,5190,3316],{"class":3007},[2994,5192,3235],{"class":3014},[2994,5194,5195],{"class":2996,"line":3004},[2994,5196,3076],{"emptyLinePlaceholder":3075},[2994,5198,5199,5201,5203,5205,5207,5209,5211,5213,5215,5217,5219,5221,5223,5225],{"class":2996,"line":3032},[2994,5200,3140],{"class":3082},[2994,5202,3143],{"class":3014},[2994,5204,3146],{"class":3010},[2994,5206,3015],{"class":3014},[2994,5208,3151],{"class":3010},[2994,5210,3089],{"class":3014},[2994,5212,3156],{"class":3018},[2994,5214,3022],{"class":3014},[2994,5216,3162],{"class":3161},[2994,5218,3100],{"class":3014},[2994,5220,3463],{"class":3161},[2994,5222,3170],{"class":3014},[2994,5224,3173],{"class":3018},[2994,5226,3176],{"class":3014},[2994,5228,5229],{"class":2996,"line":3052},[2994,5230,3076],{"emptyLinePlaceholder":3075},[2994,5232,5233],{"class":2996,"line":3072},[2994,5234,5235],{"class":3000},"// Шукаємо число 42 паралельно\n",[2994,5237,5238,5240,5242,5244,5246,5248,5251,5253,5255,5258],{"class":2996,"line":3079},[2994,5239,3261],{"class":3010},[2994,5241,3089],{"class":3014},[2994,5243,4295],{"class":3018},[2994,5245,3022],{"class":3014},[2994,5247,3146],{"class":3010},[2994,5249,5250],{"class":3014},", (",[2994,5252,3227],{"class":3010},[2994,5254,3100],{"class":3014},[2994,5256,5257],{"class":3010},"state",[2994,5259,5260],{"class":3014},") =>\n",[2994,5262,5263],{"class":2996,"line":3216},[2994,5264,3213],{"class":3014},[2994,5266,5267,5269,5271,5273,5275,5278,5280,5282,5284,5286,5288,5290,5292,5294,5296,5298,5300,5302],{"class":2996,"line":3238},[2994,5268,3908],{"class":3010},[2994,5270,3089],{"class":3014},[2994,5272,3573],{"class":3018},[2994,5274,3022],{"class":3014},[2994,5276,5277],{"class":3025},"$\"Перевірка ",[2994,5279,3582],{"class":3581},[2994,5281,3227],{"class":3010},[2994,5283,3592],{"class":3581},[2994,5285,3926],{"class":3025},[2994,5287,3582],{"class":3581},[2994,5289,3931],{"class":3010},[2994,5291,3089],{"class":3581},[2994,5293,3936],{"class":3010},[2994,5295,3089],{"class":3581},[2994,5297,3941],{"class":3010},[2994,5299,3592],{"class":3581},[2994,5301,3946],{"class":3025},[2994,5303,3029],{"class":3014},[2994,5305,5306],{"class":2996,"line":3244},[2994,5307,4512],{"class":3014},[2994,5309,5310,5313,5315,5317,5320,5323],{"class":2996,"line":3443},[2994,5311,5312],{"class":3190},"    if",[2994,5314,3194],{"class":3014},[2994,5316,3227],{"class":3010},[2994,5318,5319],{"class":3014}," == ",[2994,5321,5322],{"class":3161},"42",[2994,5324,3208],{"class":3014},[2994,5326,5327],{"class":2996,"line":3448},[2994,5328,5057],{"class":3014},[2994,5330,5331,5333,5335,5337,5339,5342],{"class":2996,"line":3453},[2994,5332,5082],{"class":3010},[2994,5334,3089],{"class":3014},[2994,5336,3573],{"class":3018},[2994,5338,3022],{"class":3014},[2994,5340,5341],{"class":3025},"$\"Знайдено 42! Зупиняємо пошук.\"",[2994,5343,3029],{"class":3014},[2994,5345,5346,5349,5351,5353,5355],{"class":2996,"line":3468},[2994,5347,5348],{"class":3010},"        state",[2994,5350,3089],{"class":3014},[2994,5352,3560],{"class":3018},[2994,5354,4743],{"class":3014},[2994,5356,5357],{"class":3000},"// зупинити всі ітерації якомога швидше\n",[2994,5359,5360,5363],{"class":2996,"line":3473},[2994,5361,5362],{"class":3190},"        return",[2994,5364,3235],{"class":3014},[2994,5366,5367],{"class":2996,"line":3479},[2994,5368,5369],{"class":3014},"    }\n",[2994,5371,5372],{"class":2996,"line":3500},[2994,5373,4512],{"class":3014},[2994,5375,5376,5378,5380,5382,5384,5387,5389],{"class":2996,"line":3530},[2994,5377,4167],{"class":3010},[2994,5379,3089],{"class":3014},[2994,5381,4172],{"class":3018},[2994,5383,3022],{"class":3014},[2994,5385,5386],{"class":3161},"50",[2994,5388,4180],{"class":3014},[2994,5390,5391],{"class":3000},"// імітація роботи\n",[2994,5393,5394],{"class":2996,"line":3535},[2994,5395,3673],{"class":3014},[2994,5397,5398],{"class":2996,"line":3547},[2994,5399,3076],{"emptyLinePlaceholder":3075},[2994,5401,5402,5404,5406,5408,5410,5413],{"class":2996,"line":3552},[2994,5403,3568],{"class":3010},[2994,5405,3089],{"class":3014},[2994,5407,3573],{"class":3018},[2994,5409,3022],{"class":3014},[2994,5411,5412],{"class":3025},"\"Пошук завершено\"",[2994,5414,3029],{"class":3014},[2964,5416,5417,3125],{},[2976,5418,5419],{},"ParallelLoopState методи",[4613,5421,5422,5432],{},[4616,5423,5424],{},[4619,5425,5426,5429],{},[4622,5427,5428],{"align":4624},"Метод",[4622,5430,5431],{"align":4624},"Опис",[4630,5433,5434,5448,5462,5474,5484],{},[4619,5435,5436,5441],{},[4635,5437,5438],{"align":4624},[2968,5439,5440],{},"Stop()",[4635,5442,5443,5444,5447],{"align":4624},"Зупинити всі ітерації ",[2976,5445,5446],{},"якомога швидше"," (не гарантує миттєву зупинку)",[4619,5449,5450,5455],{},[4635,5451,5452],{"align":4624},[2968,5453,5454],{},"Break()",[4635,5456,5457,5458,5461],{"align":4624},"Зупинити ітерації ",[2976,5459,5460],{},"після поточної"," (гарантує що всі ітерації до поточної завершаться)",[4619,5463,5464,5469],{},[4635,5465,5466],{"align":4624},[2968,5467,5468],{},"IsStopped",[4635,5470,5471,5472],{"align":4624},"Чи був викликаний ",[2968,5473,5440],{},[4619,5475,5476,5481],{},[4635,5477,5478],{"align":4624},[2968,5479,5480],{},"IsExceptional",[4635,5482,5483],{"align":4624},"Чи була exception в іншій ітерації",[4619,5485,5486,5491],{},[4635,5487,5488],{"align":4624},[2968,5489,5490],{},"ShouldExitCurrentIteration",[4635,5492,5493],{"align":4624},"Чи потрібно завершити поточну ітерацію",[2964,5495,5496,3125],{},[2976,5497,5498],{},"Stop() vs Break()",[2985,5500,5502],{"className":2987,"code":5501,"language":2989,"meta":2990,"style":2990},"// Stop() — зупинити ВСЕ якомога швидше\nParallel.For(0, 1000, (i, state) =>\n{\n    if (i == 500)\n        state.Stop();  // ітерації 501-999 можуть НЕ виконатись\n    \n    ProcessItem(i);\n});\n\n// Break() — зупинити після поточної, але гарантувати виконання попередніх\nParallel.For(0, 1000, (i, state) =>\n{\n    if (i == 500)\n        state.Break();  // ітерації 0-500 гарантовано виконаються\n    \n    ProcessItem(i);\n});\n",[2968,5503,5504,5509,5535,5539,5553,5566,5570,5580,5584,5588,5593,5619,5623,5637,5651,5655,5665],{"__ignoreMap":2990},[2994,5505,5506],{"class":2996,"line":2997},[2994,5507,5508],{"class":3000},"// Stop() — зупинити ВСЕ якомога швидше\n",[2994,5510,5511,5513,5515,5517,5519,5521,5523,5525,5527,5529,5531,5533],{"class":2996,"line":3004},[2994,5512,3261],{"class":3010},[2994,5514,3089],{"class":3014},[2994,5516,3636],{"class":3018},[2994,5518,3022],{"class":3014},[2994,5520,3377],{"class":3161},[2994,5522,3100],{"class":3014},[2994,5524,4578],{"class":3161},[2994,5526,5250],{"class":3014},[2994,5528,3434],{"class":3010},[2994,5530,3100],{"class":3014},[2994,5532,5257],{"class":3010},[2994,5534,5260],{"class":3014},[2994,5536,5537],{"class":2996,"line":3032},[2994,5538,3213],{"class":3014},[2994,5540,5541,5543,5545,5547,5549,5551],{"class":2996,"line":3052},[2994,5542,5312],{"class":3190},[2994,5544,3194],{"class":3014},[2994,5546,3434],{"class":3010},[2994,5548,5319],{"class":3014},[2994,5550,4177],{"class":3161},[2994,5552,3208],{"class":3014},[2994,5554,5555,5557,5559,5561,5563],{"class":2996,"line":3072},[2994,5556,5348],{"class":3010},[2994,5558,3089],{"class":3014},[2994,5560,3560],{"class":3018},[2994,5562,4743],{"class":3014},[2994,5564,5565],{"class":3000},"// ітерації 501-999 можуть НЕ виконатись\n",[2994,5567,5568],{"class":2996,"line":3079},[2994,5569,4512],{"class":3014},[2994,5571,5572,5574,5576,5578],{"class":2996,"line":3216},[2994,5573,3538],{"class":3018},[2994,5575,3022],{"class":3014},[2994,5577,3434],{"class":3010},[2994,5579,3029],{"class":3014},[2994,5581,5582],{"class":2996,"line":3238},[2994,5583,3673],{"class":3014},[2994,5585,5586],{"class":2996,"line":3244},[2994,5587,3076],{"emptyLinePlaceholder":3075},[2994,5589,5590],{"class":2996,"line":3443},[2994,5591,5592],{"class":3000},"// Break() — зупинити після поточної, але гарантувати виконання попередніх\n",[2994,5594,5595,5597,5599,5601,5603,5605,5607,5609,5611,5613,5615,5617],{"class":2996,"line":3448},[2994,5596,3261],{"class":3010},[2994,5598,3089],{"class":3014},[2994,5600,3636],{"class":3018},[2994,5602,3022],{"class":3014},[2994,5604,3377],{"class":3161},[2994,5606,3100],{"class":3014},[2994,5608,4578],{"class":3161},[2994,5610,5250],{"class":3014},[2994,5612,3434],{"class":3010},[2994,5614,3100],{"class":3014},[2994,5616,5257],{"class":3010},[2994,5618,5260],{"class":3014},[2994,5620,5621],{"class":2996,"line":3453},[2994,5622,3213],{"class":3014},[2994,5624,5625,5627,5629,5631,5633,5635],{"class":2996,"line":3468},[2994,5626,5312],{"class":3190},[2994,5628,3194],{"class":3014},[2994,5630,3434],{"class":3010},[2994,5632,5319],{"class":3014},[2994,5634,4177],{"class":3161},[2994,5636,3208],{"class":3014},[2994,5638,5639,5641,5643,5646,5648],{"class":2996,"line":3473},[2994,5640,5348],{"class":3010},[2994,5642,3089],{"class":3014},[2994,5644,5645],{"class":3018},"Break",[2994,5647,4743],{"class":3014},[2994,5649,5650],{"class":3000},"// ітерації 0-500 гарантовано виконаються\n",[2994,5652,5653],{"class":2996,"line":3479},[2994,5654,4512],{"class":3014},[2994,5656,5657,5659,5661,5663],{"class":2996,"line":3500},[2994,5658,3538],{"class":3018},[2994,5660,3022],{"class":3014},[2994,5662,3434],{"class":3010},[2994,5664,3029],{"class":3014},[2994,5666,5667],{"class":2996,"line":3530},[2994,5668,3673],{"class":3014},[3278,5670,5672],{"id":5671},"thread-local-state-оптимізація-для-агрегації","Thread-Local State — Оптимізація для Агрегації",[2964,5674,5675,5676,5679],{},"Коли потрібно агрегувати результати (наприклад, підрахувати суму), наївний підхід з ",[2968,5677,5678],{},"lock"," буде повільним:",[2985,5681,5684],{"className":2987,"code":5682,"filename":5683,"language":2989,"meta":3296,"style":2990},"// ❌ Повільно — lock на кожній ітерації\nint[] numbers = Enumerable.Range(1, 10_000_000).ToArray();\nlong sum = 0;\nobject lockObj = new();\n\nParallel.ForEach(numbers, number =>\n{\n    lock (lockObj)  // contention на кожній ітерації!\n    {\n        sum += number;\n    }\n});\n\nConsole.WriteLine($\"Сума: {sum}\");\n","ParallelAggregationBad.cs",[2968,5685,5686,5691,5722,5736,5750,5754,5772,5776,5792,5796,5807,5811,5815,5819],{"__ignoreMap":2990},[2994,5687,5688],{"class":2996,"line":2997},[2994,5689,5690],{"class":3000},"// ❌ Повільно — lock на кожній ітерації\n",[2994,5692,5693,5695,5697,5699,5701,5703,5705,5707,5709,5711,5713,5716,5718,5720],{"class":2996,"line":3004},[2994,5694,3140],{"class":3082},[2994,5696,3143],{"class":3014},[2994,5698,3146],{"class":3010},[2994,5700,3015],{"class":3014},[2994,5702,3151],{"class":3010},[2994,5704,3089],{"class":3014},[2994,5706,3156],{"class":3018},[2994,5708,3022],{"class":3014},[2994,5710,3162],{"class":3161},[2994,5712,3100],{"class":3014},[2994,5714,5715],{"class":3161},"10_000_000",[2994,5717,3170],{"class":3014},[2994,5719,3173],{"class":3018},[2994,5721,3176],{"class":3014},[2994,5723,5724,5727,5730,5732,5734],{"class":2996,"line":3032},[2994,5725,5726],{"class":3082},"long",[2994,5728,5729],{"class":3010}," sum",[2994,5731,3015],{"class":3014},[2994,5733,3377],{"class":3161},[2994,5735,3235],{"class":3014},[2994,5737,5738,5741,5744,5746,5748],{"class":2996,"line":3052},[2994,5739,5740],{"class":3082},"object",[2994,5742,5743],{"class":3010}," lockObj",[2994,5745,3015],{"class":3014},[2994,5747,3973],{"class":3082},[2994,5749,3176],{"class":3014},[2994,5751,5752],{"class":2996,"line":3072},[2994,5753,3076],{"emptyLinePlaceholder":3075},[2994,5755,5756,5758,5760,5762,5764,5766,5768,5770],{"class":2996,"line":3079},[2994,5757,3261],{"class":3010},[2994,5759,3089],{"class":3014},[2994,5761,4295],{"class":3018},[2994,5763,3022],{"class":3014},[2994,5765,3146],{"class":3010},[2994,5767,3100],{"class":3014},[2994,5769,3227],{"class":3010},[2994,5771,3651],{"class":3014},[2994,5773,5774],{"class":2996,"line":3216},[2994,5775,3213],{"class":3014},[2994,5777,5778,5781,5783,5786,5789],{"class":2996,"line":3238},[2994,5779,5780],{"class":3190},"    lock",[2994,5782,3194],{"class":3014},[2994,5784,5785],{"class":3010},"lockObj",[2994,5787,5788],{"class":3014},")  ",[2994,5790,5791],{"class":3000},"// contention на кожній ітерації!\n",[2994,5793,5794],{"class":2996,"line":3244},[2994,5795,5057],{"class":3014},[2994,5797,5798,5801,5803,5805],{"class":2996,"line":3443},[2994,5799,5800],{"class":3010},"        sum",[2994,5802,3421],{"class":3014},[2994,5804,3227],{"class":3010},[2994,5806,3235],{"class":3014},[2994,5808,5809],{"class":2996,"line":3448},[2994,5810,5369],{"class":3014},[2994,5812,5813],{"class":2996,"line":3453},[2994,5814,3673],{"class":3014},[2994,5816,5817],{"class":2996,"line":3468},[2994,5818,3076],{"emptyLinePlaceholder":3075},[2994,5820,5821,5823,5825,5827,5829,5832,5834,5837,5839,5841],{"class":2996,"line":3473},[2994,5822,3568],{"class":3010},[2994,5824,3089],{"class":3014},[2994,5826,3573],{"class":3018},[2994,5828,3022],{"class":3014},[2994,5830,5831],{"class":3025},"$\"Сума: ",[2994,5833,3582],{"class":3581},[2994,5835,5836],{"class":3010},"sum",[2994,5838,3592],{"class":3581},[2994,5840,3946],{"class":3025},[2994,5842,3029],{"class":3014},[2964,5844,5845,5848,5849,5852],{},[2976,5846,5847],{},"Рішення",": використовувати ",[2976,5850,5851],{},"thread-local state"," — кожен потік має власний локальний акумулятор, і тільки в кінці результати об'єднуються:",[2985,5854,5857],{"className":2987,"code":5855,"filename":5856,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\n\nint[] numbers = Enumerable.Range(1, 10_000_000).ToArray();\n\n// ✅ Швидко — thread-local aggregation\nlong totalSum = Parallel.ForEach(\n    source: numbers,\n    \n    // localInit — ініціалізація локального стану для кожного потоку\n    localInit: () => 0L,\n    \n    // body — обробка елемента з локальним станом\n    body: (number, state, localSum) =>\n    {\n        return localSum + number;  // додаємо до локального акумулятора\n    },\n    \n    // localFinally — об'єднання локальних результатів (викликається один раз на потік)\n    localFinally: localSum =>\n    {\n        Interlocked.Add(ref totalSum, localSum);  // atomic додавання\n    }\n).Result;  // ParallelLoopResult містить інформацію про виконання\n\nConsole.WriteLine($\"Сума: {totalSum}\");\n","ParallelAggregationGood.cs",[2968,5858,5859,5875,5879,5909,5913,5918,5936,5947,5951,5956,5969,5973,5978,5999,6003,6021,6026,6030,6035,6046,6050,6076,6080,6092,6096],{"__ignoreMap":2990},[2994,5860,5861,5863,5865,5867,5869,5871,5873],{"class":2996,"line":2997},[2994,5862,3303],{"class":3190},[2994,5864,3306],{"class":3007},[2994,5866,3089],{"class":3014},[2994,5868,3311],{"class":3007},[2994,5870,3089],{"class":3014},[2994,5872,3316],{"class":3007},[2994,5874,3235],{"class":3014},[2994,5876,5877],{"class":2996,"line":3004},[2994,5878,3076],{"emptyLinePlaceholder":3075},[2994,5880,5881,5883,5885,5887,5889,5891,5893,5895,5897,5899,5901,5903,5905,5907],{"class":2996,"line":3032},[2994,5882,3140],{"class":3082},[2994,5884,3143],{"class":3014},[2994,5886,3146],{"class":3010},[2994,5888,3015],{"class":3014},[2994,5890,3151],{"class":3010},[2994,5892,3089],{"class":3014},[2994,5894,3156],{"class":3018},[2994,5896,3022],{"class":3014},[2994,5898,3162],{"class":3161},[2994,5900,3100],{"class":3014},[2994,5902,5715],{"class":3161},[2994,5904,3170],{"class":3014},[2994,5906,3173],{"class":3018},[2994,5908,3176],{"class":3014},[2994,5910,5911],{"class":2996,"line":3052},[2994,5912,3076],{"emptyLinePlaceholder":3075},[2994,5914,5915],{"class":2996,"line":3072},[2994,5916,5917],{"class":3000},"// ✅ Швидко — thread-local aggregation\n",[2994,5919,5920,5922,5925,5927,5929,5931,5933],{"class":2996,"line":3079},[2994,5921,5726],{"class":3082},[2994,5923,5924],{"class":3010}," totalSum",[2994,5926,3015],{"class":3014},[2994,5928,3261],{"class":3010},[2994,5930,3089],{"class":3014},[2994,5932,4295],{"class":3018},[2994,5934,5935],{"class":3014},"(\n",[2994,5937,5938,5941,5943,5945],{"class":2996,"line":3216},[2994,5939,5940],{"class":3010},"    source",[2994,5942,3877],{"class":3014},[2994,5944,3146],{"class":3010},[2994,5946,4231],{"class":3014},[2994,5948,5949],{"class":2996,"line":3238},[2994,5950,4512],{"class":3014},[2994,5952,5953],{"class":2996,"line":3244},[2994,5954,5955],{"class":3000},"    // localInit — ініціалізація локального стану для кожного потоку\n",[2994,5957,5958,5961,5964,5967],{"class":2996,"line":3443},[2994,5959,5960],{"class":3010},"    localInit",[2994,5962,5963],{"class":3014},": () => ",[2994,5965,5966],{"class":3161},"0L",[2994,5968,4231],{"class":3014},[2994,5970,5971],{"class":2996,"line":3448},[2994,5972,4512],{"class":3014},[2994,5974,5975],{"class":2996,"line":3453},[2994,5976,5977],{"class":3000},"    // body — обробка елемента з локальним станом\n",[2994,5979,5980,5983,5986,5988,5990,5992,5994,5997],{"class":2996,"line":3468},[2994,5981,5982],{"class":3010},"    body",[2994,5984,5985],{"class":3014},": (",[2994,5987,3227],{"class":3010},[2994,5989,3100],{"class":3014},[2994,5991,5257],{"class":3010},[2994,5993,3100],{"class":3014},[2994,5995,5996],{"class":3010},"localSum",[2994,5998,5260],{"class":3014},[2994,6000,6001],{"class":2996,"line":3473},[2994,6002,5057],{"class":3014},[2994,6004,6005,6007,6010,6013,6015,6018],{"class":2996,"line":3479},[2994,6006,5362],{"class":3190},[2994,6008,6009],{"class":3010}," localSum",[2994,6011,6012],{"class":3014}," + ",[2994,6014,3227],{"class":3010},[2994,6016,6017],{"class":3014},";  ",[2994,6019,6020],{"class":3000},"// додаємо до локального акумулятора\n",[2994,6022,6023],{"class":2996,"line":3500},[2994,6024,6025],{"class":3014},"    },\n",[2994,6027,6028],{"class":2996,"line":3530},[2994,6029,4512],{"class":3014},[2994,6031,6032],{"class":2996,"line":3535},[2994,6033,6034],{"class":3000},"    // localFinally — об'єднання локальних результатів (викликається один раз на потік)\n",[2994,6036,6037,6040,6042,6044],{"class":2996,"line":3547},[2994,6038,6039],{"class":3010},"    localFinally",[2994,6041,3877],{"class":3014},[2994,6043,5996],{"class":3010},[2994,6045,3651],{"class":3014},[2994,6047,6048],{"class":2996,"line":3552},[2994,6049,5057],{"class":3014},[2994,6051,6052,6055,6057,6060,6062,6065,6067,6069,6071,6073],{"class":2996,"line":3565},[2994,6053,6054],{"class":3010},"        Interlocked",[2994,6056,3089],{"class":3014},[2994,6058,6059],{"class":3018},"Add",[2994,6061,3022],{"class":3014},[2994,6063,6064],{"class":3082},"ref",[2994,6066,5924],{"class":3010},[2994,6068,3100],{"class":3014},[2994,6070,5996],{"class":3010},[2994,6072,4180],{"class":3014},[2994,6074,6075],{"class":3000},"// atomic додавання\n",[2994,6077,6078],{"class":2996,"line":3600},[2994,6079,5369],{"class":3014},[2994,6081,6082,6084,6087,6089],{"class":2996,"line":3605},[2994,6083,3170],{"class":3014},[2994,6085,6086],{"class":3010},"Result",[2994,6088,6017],{"class":3014},[2994,6090,6091],{"class":3000},"// ParallelLoopResult містить інформацію про виконання\n",[2994,6093,6094],{"class":2996,"line":3611},[2994,6095,3076],{"emptyLinePlaceholder":3075},[2994,6097,6098,6100,6102,6104,6106,6108,6110,6113,6115,6117],{"class":2996,"line":3629},[2994,6099,3568],{"class":3010},[2994,6101,3089],{"class":3014},[2994,6103,3573],{"class":3018},[2994,6105,3022],{"class":3014},[2994,6107,5831],{"class":3025},[2994,6109,3582],{"class":3581},[2994,6111,6112],{"class":3010},"totalSum",[2994,6114,3592],{"class":3581},[2994,6116,3946],{"class":3025},[2994,6118,3029],{"class":3014},[2964,6120,6121,3125],{},[2976,6122,3818],{},[3252,6124,6125,6131,6136],{},[3255,6126,6127,6130],{},[2976,6128,6129],{},"localInit"," — викликається один раз для кожного потоку, створює локальний акумулятор",[3255,6132,6133,6135],{},[2976,6134,3893],{}," — викликається для кожного елемента, оновлює локальний акумулятор (без lock!)",[3255,6137,6138,6141],{},[2976,6139,6140],{},"localFinally"," — викликається один раз для кожного потоку, об'єднує локальні результати в глобальний",[2964,6143,6144,3125],{},[2976,6145,6146],{},"Benchmark",[2985,6148,6153],{"className":6149,"code":6151,"language":6152},[6150],"language-text","Наївний підхід (lock на кожній ітерації): 2,847ms\nThread-local aggregation: 142ms\nПрискорення: 20x\n","text",[2968,6154,6151],{"__ignoreMap":2990},[3278,6156,6158],{"id":6157},"parallelinvoke-паралельне-виконання-методів","Parallel.Invoke() — Паралельне Виконання Методів",[2964,6160,6161,6164,6165,6167],{},[2968,6162,6163],{},"Parallel.Invoke()"," виконує декілька ",[2976,6166,2982],{}," методів паралельно:",[2985,6169,6172],{"className":2987,"code":6170,"filename":6171,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\nusing System.Diagnostics;\n\nstatic void Task1()\n{\n    Console.WriteLine($\"Task1 на потоці {Thread.CurrentThread.ManagedThreadId}\");\n    Thread.Sleep(1000);\n}\n\nstatic void Task2()\n{\n    Console.WriteLine($\"Task2 на потоці {Thread.CurrentThread.ManagedThreadId}\");\n    Thread.Sleep(1500);\n}\n\nstatic void Task3()\n{\n    Console.WriteLine($\"Task3 на потоці {Thread.CurrentThread.ManagedThreadId}\");\n    Thread.Sleep(800);\n}\n\nvar sw = Stopwatch.StartNew();\n\n// Виконати всі три методи паралельно\nParallel.Invoke(Task1, Task2, Task3);\n\nsw.Stop();\nConsole.WriteLine($\"Всі задачі завершені за {sw.ElapsedMilliseconds}ms\");\n","ParallelInvoke.cs",[2968,6173,6174,6190,6202,6206,6218,6222,6253,6267,6271,6275,6286,6290,6321,6336,6340,6344,6355,6359,6390,6405,6409,6413,6429,6433,6438,6464,6468,6478],{"__ignoreMap":2990},[2994,6175,6176,6178,6180,6182,6184,6186,6188],{"class":2996,"line":2997},[2994,6177,3303],{"class":3190},[2994,6179,3306],{"class":3007},[2994,6181,3089],{"class":3014},[2994,6183,3311],{"class":3007},[2994,6185,3089],{"class":3014},[2994,6187,3316],{"class":3007},[2994,6189,3235],{"class":3014},[2994,6191,6192,6194,6196,6198,6200],{"class":2996,"line":3004},[2994,6193,3303],{"class":3190},[2994,6195,3306],{"class":3007},[2994,6197,3089],{"class":3014},[2994,6199,3329],{"class":3007},[2994,6201,3235],{"class":3014},[2994,6203,6204],{"class":2996,"line":3032},[2994,6205,3076],{"emptyLinePlaceholder":3075},[2994,6207,6208,6210,6212,6215],{"class":2996,"line":3052},[2994,6209,3340],{"class":3082},[2994,6211,3343],{"class":3082},[2994,6213,6214],{"class":3018}," Task1",[2994,6216,6217],{"class":3014},"()\n",[2994,6219,6220],{"class":2996,"line":3072},[2994,6221,3213],{"class":3014},[2994,6223,6224,6226,6228,6230,6232,6235,6237,6239,6241,6243,6245,6247,6249,6251],{"class":2996,"line":3079},[2994,6225,3908],{"class":3010},[2994,6227,3089],{"class":3014},[2994,6229,3573],{"class":3018},[2994,6231,3022],{"class":3014},[2994,6233,6234],{"class":3025},"$\"Task1 на потоці ",[2994,6236,3582],{"class":3581},[2994,6238,3931],{"class":3010},[2994,6240,3089],{"class":3581},[2994,6242,3936],{"class":3010},[2994,6244,3089],{"class":3581},[2994,6246,3941],{"class":3010},[2994,6248,3592],{"class":3581},[2994,6250,3946],{"class":3025},[2994,6252,3029],{"class":3014},[2994,6254,6255,6257,6259,6261,6263,6265],{"class":2996,"line":3216},[2994,6256,4167],{"class":3010},[2994,6258,3089],{"class":3014},[2994,6260,4172],{"class":3018},[2994,6262,3022],{"class":3014},[2994,6264,4578],{"class":3161},[2994,6266,3029],{"class":3014},[2994,6268,6269],{"class":2996,"line":3238},[2994,6270,3247],{"class":3014},[2994,6272,6273],{"class":2996,"line":3244},[2994,6274,3076],{"emptyLinePlaceholder":3075},[2994,6276,6277,6279,6281,6284],{"class":2996,"line":3443},[2994,6278,3340],{"class":3082},[2994,6280,3343],{"class":3082},[2994,6282,6283],{"class":3018}," Task2",[2994,6285,6217],{"class":3014},[2994,6287,6288],{"class":2996,"line":3448},[2994,6289,3213],{"class":3014},[2994,6291,6292,6294,6296,6298,6300,6303,6305,6307,6309,6311,6313,6315,6317,6319],{"class":2996,"line":3453},[2994,6293,3908],{"class":3010},[2994,6295,3089],{"class":3014},[2994,6297,3573],{"class":3018},[2994,6299,3022],{"class":3014},[2994,6301,6302],{"class":3025},"$\"Task2 на потоці ",[2994,6304,3582],{"class":3581},[2994,6306,3931],{"class":3010},[2994,6308,3089],{"class":3581},[2994,6310,3936],{"class":3010},[2994,6312,3089],{"class":3581},[2994,6314,3941],{"class":3010},[2994,6316,3592],{"class":3581},[2994,6318,3946],{"class":3025},[2994,6320,3029],{"class":3014},[2994,6322,6323,6325,6327,6329,6331,6334],{"class":2996,"line":3468},[2994,6324,4167],{"class":3010},[2994,6326,3089],{"class":3014},[2994,6328,4172],{"class":3018},[2994,6330,3022],{"class":3014},[2994,6332,6333],{"class":3161},"1500",[2994,6335,3029],{"class":3014},[2994,6337,6338],{"class":2996,"line":3473},[2994,6339,3247],{"class":3014},[2994,6341,6342],{"class":2996,"line":3479},[2994,6343,3076],{"emptyLinePlaceholder":3075},[2994,6345,6346,6348,6350,6353],{"class":2996,"line":3500},[2994,6347,3340],{"class":3082},[2994,6349,3343],{"class":3082},[2994,6351,6352],{"class":3018}," Task3",[2994,6354,6217],{"class":3014},[2994,6356,6357],{"class":2996,"line":3530},[2994,6358,3213],{"class":3014},[2994,6360,6361,6363,6365,6367,6369,6372,6374,6376,6378,6380,6382,6384,6386,6388],{"class":2996,"line":3535},[2994,6362,3908],{"class":3010},[2994,6364,3089],{"class":3014},[2994,6366,3573],{"class":3018},[2994,6368,3022],{"class":3014},[2994,6370,6371],{"class":3025},"$\"Task3 на потоці ",[2994,6373,3582],{"class":3581},[2994,6375,3931],{"class":3010},[2994,6377,3089],{"class":3581},[2994,6379,3936],{"class":3010},[2994,6381,3089],{"class":3581},[2994,6383,3941],{"class":3010},[2994,6385,3592],{"class":3581},[2994,6387,3946],{"class":3025},[2994,6389,3029],{"class":3014},[2994,6391,6392,6394,6396,6398,6400,6403],{"class":2996,"line":3547},[2994,6393,4167],{"class":3010},[2994,6395,3089],{"class":3014},[2994,6397,4172],{"class":3018},[2994,6399,3022],{"class":3014},[2994,6401,6402],{"class":3161},"800",[2994,6404,3029],{"class":3014},[2994,6406,6407],{"class":2996,"line":3552},[2994,6408,3247],{"class":3014},[2994,6410,6411],{"class":2996,"line":3565},[2994,6412,3076],{"emptyLinePlaceholder":3075},[2994,6414,6415,6417,6419,6421,6423,6425,6427],{"class":2996,"line":3600},[2994,6416,3482],{"class":3082},[2994,6418,4267],{"class":3010},[2994,6420,3015],{"class":3014},[2994,6422,3490],{"class":3010},[2994,6424,3089],{"class":3014},[2994,6426,3495],{"class":3018},[2994,6428,3176],{"class":3014},[2994,6430,6431],{"class":2996,"line":3605},[2994,6432,3076],{"emptyLinePlaceholder":3075},[2994,6434,6435],{"class":2996,"line":3611},[2994,6436,6437],{"class":3000},"// Виконати всі три методи паралельно\n",[2994,6439,6440,6442,6444,6447,6449,6452,6454,6457,6459,6462],{"class":2996,"line":3629},[2994,6441,3261],{"class":3010},[2994,6443,3089],{"class":3014},[2994,6445,6446],{"class":3018},"Invoke",[2994,6448,3022],{"class":3014},[2994,6450,6451],{"class":3010},"Task1",[2994,6453,3100],{"class":3014},[2994,6455,6456],{"class":3010},"Task2",[2994,6458,3100],{"class":3014},[2994,6460,6461],{"class":3010},"Task3",[2994,6463,3029],{"class":3014},[2994,6465,6466],{"class":2996,"line":3654},[2994,6467,3076],{"emptyLinePlaceholder":3075},[2994,6469,6470,6472,6474,6476],{"class":2996,"line":3659},[2994,6471,4333],{"class":3010},[2994,6473,3089],{"class":3014},[2994,6475,3560],{"class":3018},[2994,6477,3176],{"class":3014},[2994,6479,6480,6482,6484,6486,6488,6491,6493,6495,6497,6499,6501,6503],{"class":2996,"line":3670},[2994,6481,3568],{"class":3010},[2994,6483,3089],{"class":3014},[2994,6485,3573],{"class":3018},[2994,6487,3022],{"class":3014},[2994,6489,6490],{"class":3025},"$\"Всі задачі завершені за ",[2994,6492,3582],{"class":3581},[2994,6494,4333],{"class":3010},[2994,6496,3089],{"class":3581},[2994,6498,3589],{"class":3010},[2994,6500,3592],{"class":3581},[2994,6502,3595],{"class":3025},[2994,6504,3029],{"class":3014},[3771,6506,6508,6512,6516,6520,6528,6531],{"title":6507},"Parallel.Invoke Output",[3775,6509,6511],{"className":6510},[2996],"Task1 на потоці 4",[3775,6513,6515],{"className":6514},[2996],"Task2 на потоці 5",[3775,6517,6519],{"className":6518},[2996],"Task3 на потоці 6",[3775,6521,6523,6524],{"className":6522},[2996],"Всі задачі завершені за ",[2994,6525,6527],{"className":6526},[3792,3783],"1,502ms",[3775,6529],{"className":6530},[2996],[3775,6532,6534],{"className":6533},[2996],[2994,6535,6537],{"className":6536},[3812],"Замість 3,300ms послідовно!",[2964,6539,6540,3125],{},[2976,6541,6542],{},"Коли використовувати Parallel.Invoke",[4669,6544,6545,6548,6551],{},[3255,6546,6547],{},"✅ Декілька незалежних CPU-bound операцій",[3255,6549,6550],{},"✅ Кількість операцій відома заздалегідь",[3255,6552,6553,6554],{},"❌ Для I/O-bound операцій краще ",[2968,6555,6556],{},"Task.WhenAll()",[3278,6558,6560],{"id":6559},"parallelforeachasync-async-підтримка-net-6","Parallel.ForEachAsync() — Async Підтримка (.NET 6+)",[2964,6562,6563,6564,6567,6568,3125],{},"У .NET 6 додано ",[2968,6565,6566],{},"Parallel.ForEachAsync()"," — паралельна обробка з підтримкою ",[2968,6569,6570],{},"async/await",[2985,6572,6575],{"className":2987,"code":6573,"filename":6574,"language":2989,"meta":3296,"style":2990},"using System.Threading.Tasks;\n\nstatic async Task\u003Cstring> DownloadAsync(string url)\n{\n    using var client = new HttpClient();\n    return await client.GetStringAsync(url);\n}\n\nstring[] urls = \n[\n    \"https://api.example.com/data1\",\n    \"https://api.example.com/data2\",\n    \"https://api.example.com/data3\",\n    \"https://api.example.com/data4\"\n];\n\nvar options = new ParallelOptions\n{\n    MaxDegreeOfParallelism = 3  // максимум 3 одночасних запити\n};\n\nawait Parallel.ForEachAsync(urls, options, async (url, cancellationToken) =>\n{\n    Console.WriteLine($\"Завантаження {url}...\");\n    string content = await DownloadAsync(url);\n    Console.WriteLine($\"Завантажено {content.Length} байт з {url}\");\n});\n\nConsole.WriteLine(\"Всі завантаження завершені\");\n","ParallelForEachAsync.cs",[2968,6576,6577,6593,6597,6625,6629,6645,6665,6669,6673,6683,6687,6694,6701,6708,6713,6717,6721,6733,6737,6749,6753,6757,6791,6795,6819,6838,6875,6879,6883],{"__ignoreMap":2990},[2994,6578,6579,6581,6583,6585,6587,6589,6591],{"class":2996,"line":2997},[2994,6580,3303],{"class":3190},[2994,6582,3306],{"class":3007},[2994,6584,3089],{"class":3014},[2994,6586,3311],{"class":3007},[2994,6588,3089],{"class":3014},[2994,6590,3316],{"class":3007},[2994,6592,3235],{"class":3014},[2994,6594,6595],{"class":2996,"line":3004},[2994,6596,3076],{"emptyLinePlaceholder":3075},[2994,6598,6599,6601,6604,6606,6609,6611,6614,6617,6619,6621,6623],{"class":2996,"line":3032},[2994,6600,3340],{"class":3082},[2994,6602,6603],{"class":3082}," async",[2994,6605,3086],{"class":3007},[2994,6607,6608],{"class":3014},"\u003C",[2994,6610,4112],{"class":3082},[2994,6612,6613],{"class":3014},"> ",[2994,6615,6616],{"class":3018},"DownloadAsync",[2994,6618,3022],{"class":3014},[2994,6620,4112],{"class":3082},[2994,6622,4774],{"class":3010},[2994,6624,3208],{"class":3014},[2994,6626,6627],{"class":2996,"line":3052},[2994,6628,3213],{"class":3014},[2994,6630,6631,6633,6635,6637,6639,6641,6643],{"class":2996,"line":3072},[2994,6632,4785],{"class":3190},[2994,6634,4788],{"class":3082},[2994,6636,4791],{"class":3010},[2994,6638,3015],{"class":3014},[2994,6640,3973],{"class":3082},[2994,6642,4798],{"class":3007},[2994,6644,3176],{"class":3014},[2994,6646,6647,6650,6653,6655,6657,6659,6661,6663],{"class":2996,"line":3079},[2994,6648,6649],{"class":3190},"    return",[2994,6651,6652],{"class":3082}," await",[2994,6654,4791],{"class":3010},[2994,6656,3089],{"class":3014},[2994,6658,4819],{"class":3018},[2994,6660,3022],{"class":3014},[2994,6662,4824],{"class":3010},[2994,6664,3029],{"class":3014},[2994,6666,6667],{"class":2996,"line":3216},[2994,6668,3247],{"class":3014},[2994,6670,6671],{"class":2996,"line":3238},[2994,6672,3076],{"emptyLinePlaceholder":3075},[2994,6674,6675,6677,6679,6681],{"class":2996,"line":3244},[2994,6676,4112],{"class":3082},[2994,6678,3143],{"class":3014},[2994,6680,4735],{"class":3010},[2994,6682,4203],{"class":3014},[2994,6684,6685],{"class":2996,"line":3443},[2994,6686,4208],{"class":3014},[2994,6688,6689,6692],{"class":2996,"line":3448},[2994,6690,6691],{"class":3025},"    \"https://api.example.com/data1\"",[2994,6693,4231],{"class":3014},[2994,6695,6696,6699],{"class":2996,"line":3453},[2994,6697,6698],{"class":3025},"    \"https://api.example.com/data2\"",[2994,6700,4231],{"class":3014},[2994,6702,6703,6706],{"class":2996,"line":3468},[2994,6704,6705],{"class":3025},"    \"https://api.example.com/data3\"",[2994,6707,4231],{"class":3014},[2994,6709,6710],{"class":2996,"line":3473},[2994,6711,6712],{"class":3025},"    \"https://api.example.com/data4\"\n",[2994,6714,6715],{"class":2996,"line":3479},[2994,6716,4256],{"class":3014},[2994,6718,6719],{"class":2996,"line":3500},[2994,6720,3076],{"emptyLinePlaceholder":3075},[2994,6722,6723,6725,6727,6729,6731],{"class":2996,"line":3530},[2994,6724,3482],{"class":3082},[2994,6726,3968],{"class":3010},[2994,6728,3015],{"class":3014},[2994,6730,3973],{"class":3082},[2994,6732,3976],{"class":3007},[2994,6734,6735],{"class":2996,"line":3535},[2994,6736,3213],{"class":3014},[2994,6738,6739,6741,6743,6746],{"class":2996,"line":3547},[2994,6740,3985],{"class":3010},[2994,6742,3015],{"class":3014},[2994,6744,6745],{"class":3161},"3",[2994,6747,6748],{"class":3000},"  // максимум 3 одночасних запити\n",[2994,6750,6751],{"class":2996,"line":3552},[2994,6752,3998],{"class":3014},[2994,6754,6755],{"class":2996,"line":3565},[2994,6756,3076],{"emptyLinePlaceholder":3075},[2994,6758,6759,6761,6764,6766,6769,6771,6773,6775,6777,6779,6781,6783,6785,6787,6789],{"class":2996,"line":3600},[2994,6760,3083],{"class":3082},[2994,6762,6763],{"class":3010}," Parallel",[2994,6765,3089],{"class":3014},[2994,6767,6768],{"class":3018},"ForEachAsync",[2994,6770,3022],{"class":3014},[2994,6772,4735],{"class":3010},[2994,6774,3100],{"class":3014},[2994,6776,4023],{"class":3010},[2994,6778,3100],{"class":3014},[2994,6780,4771],{"class":3082},[2994,6782,3194],{"class":3014},[2994,6784,4824],{"class":3010},[2994,6786,3100],{"class":3014},[2994,6788,4527],{"class":3010},[2994,6790,5260],{"class":3014},[2994,6792,6793],{"class":2996,"line":3605},[2994,6794,3213],{"class":3014},[2994,6796,6797,6799,6801,6803,6805,6808,6810,6812,6814,6817],{"class":2996,"line":3611},[2994,6798,3908],{"class":3010},[2994,6800,3089],{"class":3014},[2994,6802,3573],{"class":3018},[2994,6804,3022],{"class":3014},[2994,6806,6807],{"class":3025},"$\"Завантаження ",[2994,6809,3582],{"class":3581},[2994,6811,4824],{"class":3010},[2994,6813,3592],{"class":3581},[2994,6815,6816],{"class":3025},"...\"",[2994,6818,3029],{"class":3014},[2994,6820,6821,6823,6825,6827,6829,6832,6834,6836],{"class":2996,"line":3629},[2994,6822,4805],{"class":3082},[2994,6824,4808],{"class":3010},[2994,6826,3015],{"class":3014},[2994,6828,3083],{"class":3082},[2994,6830,6831],{"class":3018}," DownloadAsync",[2994,6833,3022],{"class":3014},[2994,6835,4824],{"class":3010},[2994,6837,3029],{"class":3014},[2994,6839,6840,6842,6844,6846,6848,6851,6853,6855,6857,6860,6862,6865,6867,6869,6871,6873],{"class":2996,"line":3654},[2994,6841,3908],{"class":3010},[2994,6843,3089],{"class":3014},[2994,6845,3573],{"class":3018},[2994,6847,3022],{"class":3014},[2994,6849,6850],{"class":3025},"$\"Завантажено ",[2994,6852,3582],{"class":3581},[2994,6854,4836],{"class":3010},[2994,6856,3089],{"class":3581},[2994,6858,6859],{"class":3010},"Length",[2994,6861,3592],{"class":3581},[2994,6863,6864],{"class":3025}," байт з ",[2994,6866,3582],{"class":3581},[2994,6868,4824],{"class":3010},[2994,6870,3592],{"class":3581},[2994,6872,3946],{"class":3025},[2994,6874,3029],{"class":3014},[2994,6876,6877],{"class":2996,"line":3659},[2994,6878,3673],{"class":3014},[2994,6880,6881],{"class":2996,"line":3670},[2994,6882,3076],{"emptyLinePlaceholder":3075},[2994,6884,6885,6887,6889,6891,6893,6896],{"class":2996,"line":3676},[2994,6886,3568],{"class":3010},[2994,6888,3089],{"class":3014},[2994,6890,3573],{"class":3018},[2994,6892,3022],{"class":3014},[2994,6894,6895],{"class":3025},"\"Всі завантаження завершені\"",[2994,6897,3029],{"class":3014},[5146,6899,6900,6905,6938],{},[2964,6901,6902,3125],{},[2976,6903,6904],{},"Parallel.ForEach vs Parallel.ForEachAsync",[4613,6906,6907,6916],{},[4616,6908,6909],{},[4619,6910,6911,6913],{},[4622,6912,5428],{"align":4624},[4622,6914,6915],{"align":4624},"Для чого",[4630,6917,6918,6928],{},[4619,6919,6920,6925],{},[4635,6921,6922],{"align":4624},[2968,6923,6924],{},"Parallel.ForEach",[4635,6926,6927],{"align":4624},"CPU-bound операції (обчислення, обробка даних)",[4619,6929,6930,6935],{},[4635,6931,6932],{"align":4624},[2968,6933,6934],{},"Parallel.ForEachAsync",[4635,6936,6937],{"align":4624},"I/O-bound операції (HTTP, файли, база даних)",[2964,6939,6940,6941,6943],{},"Для I/O-bound завжди використовуйте ",[2968,6942,6768],{}," — він не блокує потоки ThreadPool.",[3278,6945,6947],{"id":6946},"коли-не-використовувати-parallel","Коли НЕ Використовувати Parallel",[2964,6949,6950,6952,6953,6956],{},[2968,6951,4438],{}," не завжди дає прискорення. Є випадки коли він ",[2976,6954,6955],{},"повільніший"," за послідовне виконання:",[2964,6958,6959,6962],{},[2976,6960,6961],{},"❌ Дуже швидкі операції"," (overhead паралелізму більший за виграш):",[2985,6964,6966],{"className":2987,"code":6965,"language":2989,"meta":2990,"style":2990},"// ❌ Повільніше за звичайний for\nParallel.For(0, 1000, i =>\n{\n    int result = i * 2;  // занадто швидка операція\n});\n",[2968,6967,6968,6973,6995,6999,7019],{"__ignoreMap":2990},[2994,6969,6970],{"class":2996,"line":2997},[2994,6971,6972],{"class":3000},"// ❌ Повільніше за звичайний for\n",[2994,6974,6975,6977,6979,6981,6983,6985,6987,6989,6991,6993],{"class":2996,"line":3004},[2994,6976,3261],{"class":3010},[2994,6978,3089],{"class":3014},[2994,6980,3636],{"class":3018},[2994,6982,3022],{"class":3014},[2994,6984,3377],{"class":3161},[2994,6986,3100],{"class":3014},[2994,6988,4578],{"class":3161},[2994,6990,3100],{"class":3014},[2994,6992,3434],{"class":3010},[2994,6994,3651],{"class":3014},[2994,6996,6997],{"class":2996,"line":3032},[2994,6998,3213],{"class":3014},[2994,7000,7001,7003,7005,7007,7009,7011,7014,7016],{"class":2996,"line":3052},[2994,7002,3219],{"class":3082},[2994,7004,3372],{"class":3010},[2994,7006,3015],{"class":3014},[2994,7008,3434],{"class":3010},[2994,7010,3230],{"class":3014},[2994,7012,7013],{"class":3161},"2",[2994,7015,6017],{"class":3014},[2994,7017,7018],{"class":3000},"// занадто швидка операція\n",[2994,7020,7021],{"class":2996,"line":3072},[2994,7022,3673],{"class":3014},[2964,7024,7025,3125],{},[2976,7026,7027],{},"❌ Мало елементів",[2985,7029,7031],{"className":2987,"code":7030,"language":2989,"meta":2990,"style":2990},"// ❌ Overhead створення потоків більший за виграш\nint[] numbers = [1, 2, 3, 4, 5];\nParallel.ForEach(numbers, n => ProcessItem(n));\n",[2968,7032,7033,7038,7069],{"__ignoreMap":2990},[2994,7034,7035],{"class":2996,"line":2997},[2994,7036,7037],{"class":3000},"// ❌ Overhead створення потоків більший за виграш\n",[2994,7039,7040,7042,7044,7046,7049,7051,7053,7055,7057,7059,7061,7063,7065,7067],{"class":2996,"line":3004},[2994,7041,3140],{"class":3082},[2994,7043,3143],{"class":3014},[2994,7045,3146],{"class":3010},[2994,7047,7048],{"class":3014}," = [",[2994,7050,3162],{"class":3161},[2994,7052,3100],{"class":3014},[2994,7054,7013],{"class":3161},[2994,7056,3100],{"class":3014},[2994,7058,6745],{"class":3161},[2994,7060,3100],{"class":3014},[2994,7062,3990],{"class":3161},[2994,7064,3100],{"class":3014},[2994,7066,4715],{"class":3161},[2994,7068,4256],{"class":3014},[2994,7070,7071,7073,7075,7077,7079,7081,7083,7086,7089,7092,7094,7096],{"class":2996,"line":3032},[2994,7072,3261],{"class":3010},[2994,7074,3089],{"class":3014},[2994,7076,4295],{"class":3018},[2994,7078,3022],{"class":3014},[2994,7080,3146],{"class":3010},[2994,7082,3100],{"class":3014},[2994,7084,7085],{"class":3010},"n",[2994,7087,7088],{"class":3014}," => ",[2994,7090,7091],{"class":3018},"ProcessItem",[2994,7093,3022],{"class":3014},[2994,7095,7085],{"class":3010},[2994,7097,7098],{"class":3014},"));\n",[2964,7100,7101,7104,7105,7107],{},[2976,7102,7103],{},"❌ I/O-bound операції"," (використовуйте ",[2968,7106,6570],{}," замість):",[2985,7109,7111],{"className":2987,"code":7110,"language":2989,"meta":2990,"style":2990},"// ❌ Блокує потоки ThreadPool\nParallel.ForEach(urls, url =>\n{\n    string content = DownloadSync(url);  // блокуюче I/O\n});\n\n// ✅ Правильно\nawait Parallel.ForEachAsync(urls, async (url, ct) =>\n{\n    string content = await DownloadAsync(url);  // non-blocking I/O\n});\n",[2968,7112,7113,7118,7136,7140,7160,7164,7168,7173,7202,7206,7227],{"__ignoreMap":2990},[2994,7114,7115],{"class":2996,"line":2997},[2994,7116,7117],{"class":3000},"// ❌ Блокує потоки ThreadPool\n",[2994,7119,7120,7122,7124,7126,7128,7130,7132,7134],{"class":2996,"line":3004},[2994,7121,3261],{"class":3010},[2994,7123,3089],{"class":3014},[2994,7125,4295],{"class":3018},[2994,7127,3022],{"class":3014},[2994,7129,4735],{"class":3010},[2994,7131,3100],{"class":3014},[2994,7133,4824],{"class":3010},[2994,7135,3651],{"class":3014},[2994,7137,7138],{"class":2996,"line":3032},[2994,7139,3213],{"class":3014},[2994,7141,7142,7144,7146,7148,7151,7153,7155,7157],{"class":2996,"line":3052},[2994,7143,4805],{"class":3082},[2994,7145,4808],{"class":3010},[2994,7147,3015],{"class":3014},[2994,7149,7150],{"class":3018},"DownloadSync",[2994,7152,3022],{"class":3014},[2994,7154,4824],{"class":3010},[2994,7156,4180],{"class":3014},[2994,7158,7159],{"class":3000},"// блокуюче I/O\n",[2994,7161,7162],{"class":2996,"line":3072},[2994,7163,3673],{"class":3014},[2994,7165,7166],{"class":2996,"line":3079},[2994,7167,3076],{"emptyLinePlaceholder":3075},[2994,7169,7170],{"class":2996,"line":3216},[2994,7171,7172],{"class":3000},"// ✅ Правильно\n",[2994,7174,7175,7177,7179,7181,7183,7185,7187,7189,7191,7193,7195,7197,7200],{"class":2996,"line":3238},[2994,7176,3083],{"class":3082},[2994,7178,6763],{"class":3010},[2994,7180,3089],{"class":3014},[2994,7182,6768],{"class":3018},[2994,7184,3022],{"class":3014},[2994,7186,4735],{"class":3010},[2994,7188,3100],{"class":3014},[2994,7190,4771],{"class":3082},[2994,7192,3194],{"class":3014},[2994,7194,4824],{"class":3010},[2994,7196,3100],{"class":3014},[2994,7198,7199],{"class":3010},"ct",[2994,7201,5260],{"class":3014},[2994,7203,7204],{"class":2996,"line":3244},[2994,7205,3213],{"class":3014},[2994,7207,7208,7210,7212,7214,7216,7218,7220,7222,7224],{"class":2996,"line":3443},[2994,7209,4805],{"class":3082},[2994,7211,4808],{"class":3010},[2994,7213,3015],{"class":3014},[2994,7215,3083],{"class":3082},[2994,7217,6831],{"class":3018},[2994,7219,3022],{"class":3014},[2994,7221,4824],{"class":3010},[2994,7223,4180],{"class":3014},[2994,7225,7226],{"class":3000},"// non-blocking I/O\n",[2994,7228,7229],{"class":2996,"line":3448},[2994,7230,3673],{"class":3014},[2964,7232,7233,3125],{},[2976,7234,7235],{},"❌ Операції з великим shared state та contention",[2985,7237,7239],{"className":2987,"code":7238,"language":2989,"meta":2990,"style":2990},"// ❌ Lock на кожній ітерації — повільніше за послідовне виконання\nobject lockObj = new();\nParallel.For(0, 1000, i =>\n{\n    lock (lockObj)\n    {\n        // вся робота під lock — немає паралелізму!\n        DoWork(i);\n    }\n});\n",[2968,7240,7241,7246,7258,7280,7284,7294,7298,7303,7314,7318],{"__ignoreMap":2990},[2994,7242,7243],{"class":2996,"line":2997},[2994,7244,7245],{"class":3000},"// ❌ Lock на кожній ітерації — повільніше за послідовне виконання\n",[2994,7247,7248,7250,7252,7254,7256],{"class":2996,"line":3004},[2994,7249,5740],{"class":3082},[2994,7251,5743],{"class":3010},[2994,7253,3015],{"class":3014},[2994,7255,3973],{"class":3082},[2994,7257,3176],{"class":3014},[2994,7259,7260,7262,7264,7266,7268,7270,7272,7274,7276,7278],{"class":2996,"line":3032},[2994,7261,3261],{"class":3010},[2994,7263,3089],{"class":3014},[2994,7265,3636],{"class":3018},[2994,7267,3022],{"class":3014},[2994,7269,3377],{"class":3161},[2994,7271,3100],{"class":3014},[2994,7273,4578],{"class":3161},[2994,7275,3100],{"class":3014},[2994,7277,3434],{"class":3010},[2994,7279,3651],{"class":3014},[2994,7281,7282],{"class":2996,"line":3052},[2994,7283,3213],{"class":3014},[2994,7285,7286,7288,7290,7292],{"class":2996,"line":3072},[2994,7287,5780],{"class":3190},[2994,7289,3194],{"class":3014},[2994,7291,5785],{"class":3010},[2994,7293,3208],{"class":3014},[2994,7295,7296],{"class":2996,"line":3079},[2994,7297,5057],{"class":3014},[2994,7299,7300],{"class":2996,"line":3216},[2994,7301,7302],{"class":3000},"        // вся робота під lock — немає паралелізму!\n",[2994,7304,7305,7308,7310,7312],{"class":2996,"line":3238},[2994,7306,7307],{"class":3018},"        DoWork",[2994,7309,3022],{"class":3014},[2994,7311,3434],{"class":3010},[2994,7313,3029],{"class":3014},[2994,7315,7316],{"class":2996,"line":3244},[2994,7317,5369],{"class":3014},[2994,7319,7320],{"class":2996,"line":3443},[2994,7321,3673],{"class":3014},[2964,7323,7324,7327,7328,7330],{},[2976,7325,7326],{},"Правило",": використовуйте ",[2968,7329,3261],{}," коли:",[4669,7332,7333,7336,7343,7346],{},[3255,7334,7335],{},"✅ CPU-bound операції (обчислення, обробка даних)",[3255,7337,7338,7339,7342],{},"✅ Кожна ітерація займає хоча б ",[2976,7340,7341],{},"~1ms"," (інакше overhead паралелізму занадто великий)",[3255,7344,7345],{},"✅ Багато елементів (хоча б 100+)",[3255,7347,7348],{},"✅ Мінімальний shared state (або thread-local aggregation)",[3271,7350],{},[2959,7352,7354],{"id":7353},"_7-plinq-parallel-linq","7. PLINQ: Parallel LINQ",[3278,7356,7358],{"id":7357},"вступ-декларативний-data-parallelism","Вступ: Декларативний Data Parallelism",[2964,7360,7361,7363,7364,7367,7368,7370,7371,7374,7375,7378,7379,3089],{},[2968,7362,4438],{}," — це ",[2976,7365,7366],{},"імперативний"," підхід: ви явно пишете цикли та контролюєте виконання. ",[2976,7369,3268],{}," (Parallel LINQ) — це ",[2976,7372,7373],{},"декларативний"," підхід: ви описуєте ",[2976,7376,7377],{},"що"," потрібно зробити, а не ",[2976,7380,7381],{},"як",[2985,7383,7385],{"className":2987,"code":7384,"language":2989,"meta":2990,"style":2990},"// Імперативний підхід (Parallel.ForEach)\nvar results = new ConcurrentBag\u003Cint>();\nParallel.ForEach(numbers, number =>\n{\n    if (number % 2 == 0)\n    {\n        int square = number * number;\n        results.Add(square);\n    }\n});\n\n// Декларативний підхід (PLINQ)\nvar results = numbers\n    .AsParallel()\n    .Where(n => n % 2 == 0)\n    .Select(n => n * n)\n    .ToArray();\n",[2968,7386,7387,7392,7413,7431,7435,7454,7458,7475,7491,7495,7499,7503,7508,7519,7529,7554,7575],{"__ignoreMap":2990},[2994,7388,7389],{"class":2996,"line":2997},[2994,7390,7391],{"class":3000},"// Імперативний підхід (Parallel.ForEach)\n",[2994,7393,7394,7396,7399,7401,7403,7406,7408,7410],{"class":2996,"line":3004},[2994,7395,3482],{"class":3082},[2994,7397,7398],{"class":3010}," results",[2994,7400,3015],{"class":3014},[2994,7402,3973],{"class":3082},[2994,7404,7405],{"class":3007}," ConcurrentBag",[2994,7407,6608],{"class":3014},[2994,7409,3140],{"class":3082},[2994,7411,7412],{"class":3014},">();\n",[2994,7414,7415,7417,7419,7421,7423,7425,7427,7429],{"class":2996,"line":3032},[2994,7416,3261],{"class":3010},[2994,7418,3089],{"class":3014},[2994,7420,4295],{"class":3018},[2994,7422,3022],{"class":3014},[2994,7424,3146],{"class":3010},[2994,7426,3100],{"class":3014},[2994,7428,3227],{"class":3010},[2994,7430,3651],{"class":3014},[2994,7432,7433],{"class":2996,"line":3052},[2994,7434,3213],{"class":3014},[2994,7436,7437,7439,7441,7443,7446,7448,7450,7452],{"class":2996,"line":3072},[2994,7438,5312],{"class":3190},[2994,7440,3194],{"class":3014},[2994,7442,3227],{"class":3010},[2994,7444,7445],{"class":3014}," % ",[2994,7447,7013],{"class":3161},[2994,7449,5319],{"class":3014},[2994,7451,3377],{"class":3161},[2994,7453,3208],{"class":3014},[2994,7455,7456],{"class":2996,"line":3079},[2994,7457,5057],{"class":3014},[2994,7459,7460,7463,7465,7467,7469,7471,7473],{"class":2996,"line":3216},[2994,7461,7462],{"class":3082},"        int",[2994,7464,3222],{"class":3010},[2994,7466,3015],{"class":3014},[2994,7468,3227],{"class":3010},[2994,7470,3230],{"class":3014},[2994,7472,3227],{"class":3010},[2994,7474,3235],{"class":3014},[2994,7476,7477,7480,7482,7484,7486,7489],{"class":2996,"line":3238},[2994,7478,7479],{"class":3010},"        results",[2994,7481,3089],{"class":3014},[2994,7483,6059],{"class":3018},[2994,7485,3022],{"class":3014},[2994,7487,7488],{"class":3010},"square",[2994,7490,3029],{"class":3014},[2994,7492,7493],{"class":2996,"line":3244},[2994,7494,5369],{"class":3014},[2994,7496,7497],{"class":2996,"line":3443},[2994,7498,3673],{"class":3014},[2994,7500,7501],{"class":2996,"line":3448},[2994,7502,3076],{"emptyLinePlaceholder":3075},[2994,7504,7505],{"class":2996,"line":3453},[2994,7506,7507],{"class":3000},"// Декларативний підхід (PLINQ)\n",[2994,7509,7510,7512,7514,7516],{"class":2996,"line":3468},[2994,7511,3482],{"class":3082},[2994,7513,7398],{"class":3010},[2994,7515,3015],{"class":3014},[2994,7517,7518],{"class":3010},"numbers\n",[2994,7520,7521,7524,7527],{"class":2996,"line":3473},[2994,7522,7523],{"class":3014},"    .",[2994,7525,7526],{"class":3018},"AsParallel",[2994,7528,6217],{"class":3014},[2994,7530,7531,7533,7536,7538,7540,7542,7544,7546,7548,7550,7552],{"class":2996,"line":3479},[2994,7532,7523],{"class":3014},[2994,7534,7535],{"class":3018},"Where",[2994,7537,3022],{"class":3014},[2994,7539,7085],{"class":3010},[2994,7541,7088],{"class":3014},[2994,7543,7085],{"class":3010},[2994,7545,7445],{"class":3014},[2994,7547,7013],{"class":3161},[2994,7549,5319],{"class":3014},[2994,7551,3377],{"class":3161},[2994,7553,3208],{"class":3014},[2994,7555,7556,7558,7561,7563,7565,7567,7569,7571,7573],{"class":2996,"line":3500},[2994,7557,7523],{"class":3014},[2994,7559,7560],{"class":3018},"Select",[2994,7562,3022],{"class":3014},[2994,7564,7085],{"class":3010},[2994,7566,7088],{"class":3014},[2994,7568,7085],{"class":3010},[2994,7570,3230],{"class":3014},[2994,7572,7085],{"class":3010},[2994,7574,3208],{"class":3014},[2994,7576,7577,7579,7581],{"class":2996,"line":3530},[2994,7578,7523],{"class":3014},[2994,7580,3173],{"class":3018},[2994,7582,3176],{"class":3014},[2964,7584,7585],{},"PLINQ автоматично:",[4669,7587,7588,7591,7594,7597],{},[3255,7589,7590],{},"✅ Розподіляє роботу між потоками",[3255,7592,7593],{},"✅ Балансує навантаження",[3255,7595,7596],{},"✅ Об'єднує результати",[3255,7598,7599],{},"✅ Обробляє exceptions",[3278,7601,7603],{"id":7602},"asparallel-увімкнення-plinq","AsParallel() — Увімкнення PLINQ",[2964,7605,7606,7607,3125],{},"Щоб увімкнути паралельну обробку LINQ запиту, додайте ",[2968,7608,7609],{},".AsParallel()",[2985,7611,7614],{"className":2987,"code":7612,"filename":7613,"language":2989,"meta":3296,"style":2990},"using System.Linq;\nusing System.Diagnostics;\n\nint[] numbers = Enumerable.Range(1, 10_000_000).ToArray();\n\n// ❌ Звичайний LINQ — послідовне виконання\nvar sw1 = Stopwatch.StartNew();\nvar result1 = numbers\n    .Where(n => IsPrime(n))\n    .ToArray();\nsw1.Stop();\nConsole.WriteLine($\"LINQ: {sw1.ElapsedMilliseconds}ms, знайдено {result1.Length} простих чисел\");\n\n// ✅ PLINQ — паралельне виконання\nvar sw2 = Stopwatch.StartNew();\nvar result2 = numbers\n    .AsParallel()  // увімкнути паралелізм\n    .Where(n => IsPrime(n))\n    .ToArray();\nsw2.Stop();\nConsole.WriteLine($\"PLINQ: {sw2.ElapsedMilliseconds}ms, знайдено {result2.Length} простих чисел\");\n\nConsole.WriteLine($\"Прискорення: {sw1.ElapsedMilliseconds / (double)sw2.ElapsedMilliseconds:F1}x\");\n\nstatic bool IsPrime(int n)\n{\n    if (n \u003C 2) return false;\n    for (int i = 2; i * i \u003C= n; i++)\n        if (n % i == 0) return false;\n    return true;\n}\n","AsParallel.cs",[2968,7615,7616,7629,7641,7645,7675,7679,7684,7700,7711,7733,7741,7751,7793,7797,7802,7818,7829,7841,7861,7869,7879,7919,7923,7967,7971,7990,7994,8017,8050,8075,8084],{"__ignoreMap":2990},[2994,7617,7618,7620,7622,7624,7627],{"class":2996,"line":2997},[2994,7619,3303],{"class":3190},[2994,7621,3306],{"class":3007},[2994,7623,3089],{"class":3014},[2994,7625,7626],{"class":3007},"Linq",[2994,7628,3235],{"class":3014},[2994,7630,7631,7633,7635,7637,7639],{"class":2996,"line":3004},[2994,7632,3303],{"class":3190},[2994,7634,3306],{"class":3007},[2994,7636,3089],{"class":3014},[2994,7638,3329],{"class":3007},[2994,7640,3235],{"class":3014},[2994,7642,7643],{"class":2996,"line":3032},[2994,7644,3076],{"emptyLinePlaceholder":3075},[2994,7646,7647,7649,7651,7653,7655,7657,7659,7661,7663,7665,7667,7669,7671,7673],{"class":2996,"line":3052},[2994,7648,3140],{"class":3082},[2994,7650,3143],{"class":3014},[2994,7652,3146],{"class":3010},[2994,7654,3015],{"class":3014},[2994,7656,3151],{"class":3010},[2994,7658,3089],{"class":3014},[2994,7660,3156],{"class":3018},[2994,7662,3022],{"class":3014},[2994,7664,3162],{"class":3161},[2994,7666,3100],{"class":3014},[2994,7668,5715],{"class":3161},[2994,7670,3170],{"class":3014},[2994,7672,3173],{"class":3018},[2994,7674,3176],{"class":3014},[2994,7676,7677],{"class":2996,"line":3072},[2994,7678,3076],{"emptyLinePlaceholder":3075},[2994,7680,7681],{"class":2996,"line":3079},[2994,7682,7683],{"class":3000},"// ❌ Звичайний LINQ — послідовне виконання\n",[2994,7685,7686,7688,7690,7692,7694,7696,7698],{"class":2996,"line":3216},[2994,7687,3482],{"class":3082},[2994,7689,3485],{"class":3010},[2994,7691,3015],{"class":3014},[2994,7693,3490],{"class":3010},[2994,7695,3089],{"class":3014},[2994,7697,3495],{"class":3018},[2994,7699,3176],{"class":3014},[2994,7701,7702,7704,7707,7709],{"class":2996,"line":3238},[2994,7703,3482],{"class":3082},[2994,7705,7706],{"class":3010}," result1",[2994,7708,3015],{"class":3014},[2994,7710,7518],{"class":3010},[2994,7712,7713,7715,7717,7719,7721,7723,7726,7728,7730],{"class":2996,"line":3244},[2994,7714,7523],{"class":3014},[2994,7716,7535],{"class":3018},[2994,7718,3022],{"class":3014},[2994,7720,7085],{"class":3010},[2994,7722,7088],{"class":3014},[2994,7724,7725],{"class":3018},"IsPrime",[2994,7727,3022],{"class":3014},[2994,7729,7085],{"class":3010},[2994,7731,7732],{"class":3014},"))\n",[2994,7734,7735,7737,7739],{"class":2996,"line":3443},[2994,7736,7523],{"class":3014},[2994,7738,3173],{"class":3018},[2994,7740,3176],{"class":3014},[2994,7742,7743,7745,7747,7749],{"class":2996,"line":3448},[2994,7744,3555],{"class":3010},[2994,7746,3089],{"class":3014},[2994,7748,3560],{"class":3018},[2994,7750,3176],{"class":3014},[2994,7752,7753,7755,7757,7759,7761,7764,7766,7768,7770,7772,7774,7777,7779,7782,7784,7786,7788,7791],{"class":2996,"line":3453},[2994,7754,3568],{"class":3010},[2994,7756,3089],{"class":3014},[2994,7758,3573],{"class":3018},[2994,7760,3022],{"class":3014},[2994,7762,7763],{"class":3025},"$\"LINQ: ",[2994,7765,3582],{"class":3581},[2994,7767,3555],{"class":3010},[2994,7769,3089],{"class":3581},[2994,7771,3589],{"class":3010},[2994,7773,3592],{"class":3581},[2994,7775,7776],{"class":3025},"ms, знайдено ",[2994,7778,3582],{"class":3581},[2994,7780,7781],{"class":3010},"result1",[2994,7783,3089],{"class":3581},[2994,7785,6859],{"class":3010},[2994,7787,3592],{"class":3581},[2994,7789,7790],{"class":3025}," простих чисел\"",[2994,7792,3029],{"class":3014},[2994,7794,7795],{"class":2996,"line":3468},[2994,7796,3076],{"emptyLinePlaceholder":3075},[2994,7798,7799],{"class":2996,"line":3473},[2994,7800,7801],{"class":3000},"// ✅ PLINQ — паралельне виконання\n",[2994,7803,7804,7806,7808,7810,7812,7814,7816],{"class":2996,"line":3479},[2994,7805,3482],{"class":3082},[2994,7807,3616],{"class":3010},[2994,7809,3015],{"class":3014},[2994,7811,3490],{"class":3010},[2994,7813,3089],{"class":3014},[2994,7815,3495],{"class":3018},[2994,7817,3176],{"class":3014},[2994,7819,7820,7822,7825,7827],{"class":2996,"line":3500},[2994,7821,3482],{"class":3082},[2994,7823,7824],{"class":3010}," result2",[2994,7826,3015],{"class":3014},[2994,7828,7518],{"class":3010},[2994,7830,7831,7833,7835,7838],{"class":2996,"line":3530},[2994,7832,7523],{"class":3014},[2994,7834,7526],{"class":3018},[2994,7836,7837],{"class":3014},"()  ",[2994,7839,7840],{"class":3000},"// увімкнути паралелізм\n",[2994,7842,7843,7845,7847,7849,7851,7853,7855,7857,7859],{"class":2996,"line":3535},[2994,7844,7523],{"class":3014},[2994,7846,7535],{"class":3018},[2994,7848,3022],{"class":3014},[2994,7850,7085],{"class":3010},[2994,7852,7088],{"class":3014},[2994,7854,7725],{"class":3018},[2994,7856,3022],{"class":3014},[2994,7858,7085],{"class":3010},[2994,7860,7732],{"class":3014},[2994,7862,7863,7865,7867],{"class":2996,"line":3547},[2994,7864,7523],{"class":3014},[2994,7866,3173],{"class":3018},[2994,7868,3176],{"class":3014},[2994,7870,7871,7873,7875,7877],{"class":2996,"line":3552},[2994,7872,3679],{"class":3010},[2994,7874,3089],{"class":3014},[2994,7876,3560],{"class":3018},[2994,7878,3176],{"class":3014},[2994,7880,7881,7883,7885,7887,7889,7892,7894,7896,7898,7900,7902,7904,7906,7909,7911,7913,7915,7917],{"class":2996,"line":3565},[2994,7882,3568],{"class":3010},[2994,7884,3089],{"class":3014},[2994,7886,3573],{"class":3018},[2994,7888,3022],{"class":3014},[2994,7890,7891],{"class":3025},"$\"PLINQ: ",[2994,7893,3582],{"class":3581},[2994,7895,3679],{"class":3010},[2994,7897,3089],{"class":3581},[2994,7899,3589],{"class":3010},[2994,7901,3592],{"class":3581},[2994,7903,7776],{"class":3025},[2994,7905,3582],{"class":3581},[2994,7907,7908],{"class":3010},"result2",[2994,7910,3089],{"class":3581},[2994,7912,6859],{"class":3010},[2994,7914,3592],{"class":3581},[2994,7916,7790],{"class":3025},[2994,7918,3029],{"class":3014},[2994,7920,7921],{"class":2996,"line":3600},[2994,7922,3076],{"emptyLinePlaceholder":3075},[2994,7924,7925,7927,7929,7931,7933,7935,7937,7939,7941,7943,7945,7947,7949,7951,7953,7955,7957,7959,7961,7963,7965],{"class":2996,"line":3605},[2994,7926,3568],{"class":3010},[2994,7928,3089],{"class":3014},[2994,7930,3573],{"class":3018},[2994,7932,3022],{"class":3014},[2994,7934,3732],{"class":3025},[2994,7936,3582],{"class":3581},[2994,7938,3555],{"class":3010},[2994,7940,3089],{"class":3581},[2994,7942,3589],{"class":3010},[2994,7944,3743],{"class":3014},[2994,7946,3194],{"class":3581},[2994,7948,3748],{"class":3082},[2994,7950,3751],{"class":3581},[2994,7952,3679],{"class":3010},[2994,7954,3089],{"class":3581},[2994,7956,3589],{"class":3010},[2994,7958,3125],{"class":3014},[2994,7960,3762],{"class":3010},[2994,7962,3592],{"class":3581},[2994,7964,3767],{"class":3025},[2994,7966,3029],{"class":3014},[2994,7968,7969],{"class":2996,"line":3611},[2994,7970,3076],{"emptyLinePlaceholder":3075},[2994,7972,7973,7975,7978,7981,7983,7985,7988],{"class":2996,"line":3629},[2994,7974,3340],{"class":3082},[2994,7976,7977],{"class":3082}," bool",[2994,7979,7980],{"class":3018}," IsPrime",[2994,7982,3022],{"class":3014},[2994,7984,3140],{"class":3082},[2994,7986,7987],{"class":3010}," n",[2994,7989,3208],{"class":3014},[2994,7991,7992],{"class":2996,"line":3654},[2994,7993,3213],{"class":3014},[2994,7995,7996,7998,8000,8002,8004,8006,8009,8012,8015],{"class":2996,"line":3659},[2994,7997,5312],{"class":3190},[2994,7999,3194],{"class":3014},[2994,8001,7085],{"class":3010},[2994,8003,3404],{"class":3014},[2994,8005,7013],{"class":3161},[2994,8007,8008],{"class":3014},") ",[2994,8010,8011],{"class":3190},"return",[2994,8013,8014],{"class":3082}," false",[2994,8016,3235],{"class":3014},[2994,8018,8019,8021,8023,8025,8027,8029,8031,8033,8035,8037,8039,8042,8044,8046,8048],{"class":2996,"line":3670},[2994,8020,3384],{"class":3190},[2994,8022,3194],{"class":3014},[2994,8024,3140],{"class":3082},[2994,8026,3353],{"class":3010},[2994,8028,3015],{"class":3014},[2994,8030,7013],{"class":3161},[2994,8032,3398],{"class":3014},[2994,8034,3434],{"class":3010},[2994,8036,3230],{"class":3014},[2994,8038,3434],{"class":3010},[2994,8040,8041],{"class":3014}," \u003C= ",[2994,8043,7085],{"class":3010},[2994,8045,3398],{"class":3014},[2994,8047,3434],{"class":3010},[2994,8049,3413],{"class":3014},[2994,8051,8052,8055,8057,8059,8061,8063,8065,8067,8069,8071,8073],{"class":2996,"line":3676},[2994,8053,8054],{"class":3190},"        if",[2994,8056,3194],{"class":3014},[2994,8058,7085],{"class":3010},[2994,8060,7445],{"class":3014},[2994,8062,3434],{"class":3010},[2994,8064,5319],{"class":3014},[2994,8066,3377],{"class":3161},[2994,8068,8008],{"class":3014},[2994,8070,8011],{"class":3190},[2994,8072,8014],{"class":3082},[2994,8074,3235],{"class":3014},[2994,8076,8077,8079,8082],{"class":2996,"line":3688},[2994,8078,6649],{"class":3190},[2994,8080,8081],{"class":3082}," true",[2994,8083,3235],{"class":3014},[2994,8085,8086],{"class":2996,"line":3716},[2994,8087,3247],{"class":3014},[3771,8089,8091,8100,8108],{"title":8090},"PLINQ Benchmark",[3775,8092,8094,8095,8099],{"className":8093},[2996],"LINQ: ",[2994,8096,8098],{"className":8097},[3782,3783],"12,847ms",", знайдено 664579 простих чисел",[3775,8101,8103,8104,8099],{"className":8102},[2996],"PLINQ: ",[2994,8105,8107],{"className":8106},[3792,3783],"1,823ms",[3775,8109,3797,8111],{"className":8110},[2996],[2994,8112,8114],{"className":8113},[3801,3783],"7.0x",[3278,8116,8118],{"id":8117},"asordered-збереження-порядку","AsOrdered() — Збереження Порядку",[2964,8120,8121,8122,8125,8126,3125],{},"За замовчуванням PLINQ ",[2976,8123,8124],{},"не гарантує порядок"," результатів (для максимальної продуктивності). Якщо порядок важливий — використовуйте ",[2968,8127,8128],{},"AsOrdered()",[2985,8130,8133],{"className":2987,"code":8131,"filename":8132,"language":2989,"meta":3296,"style":2990},"int[] numbers = Enumerable.Range(1, 20).ToArray();\n\n// ❌ Без AsOrdered — порядок не гарантується\nvar unordered = numbers\n    .AsParallel()\n    .Select(n => n * n)\n    .ToArray();\n\nConsole.WriteLine(\"Без AsOrdered: \" + string.Join(\", \", unordered));\n// Вивід: 16, 1, 4, 25, 9, 36, 49, 64, ... (випадковий порядок)\n\n// ✅ З AsOrdered — порядок збережено\nvar ordered = numbers\n    .AsParallel()\n    .AsOrdered()  // зберегти порядок\n    .Select(n => n * n)\n    .ToArray();\n\nConsole.WriteLine(\"З AsOrdered: \" + string.Join(\", \", ordered));\n// Вивід: 1, 4, 9, 16, 25, 36, 49, 64, ... (правильний порядок)\n","AsOrdered.cs",[2968,8134,8135,8166,8170,8175,8186,8194,8214,8222,8226,8260,8265,8269,8274,8285,8293,8305,8325,8333,8337,8369],{"__ignoreMap":2990},[2994,8136,8137,8139,8141,8143,8145,8147,8149,8151,8153,8155,8157,8160,8162,8164],{"class":2996,"line":2997},[2994,8138,3140],{"class":3082},[2994,8140,3143],{"class":3014},[2994,8142,3146],{"class":3010},[2994,8144,3015],{"class":3014},[2994,8146,3151],{"class":3010},[2994,8148,3089],{"class":3014},[2994,8150,3156],{"class":3018},[2994,8152,3022],{"class":3014},[2994,8154,3162],{"class":3161},[2994,8156,3100],{"class":3014},[2994,8158,8159],{"class":3161},"20",[2994,8161,3170],{"class":3014},[2994,8163,3173],{"class":3018},[2994,8165,3176],{"class":3014},[2994,8167,8168],{"class":2996,"line":3004},[2994,8169,3076],{"emptyLinePlaceholder":3075},[2994,8171,8172],{"class":2996,"line":3032},[2994,8173,8174],{"class":3000},"// ❌ Без AsOrdered — порядок не гарантується\n",[2994,8176,8177,8179,8182,8184],{"class":2996,"line":3052},[2994,8178,3482],{"class":3082},[2994,8180,8181],{"class":3010}," unordered",[2994,8183,3015],{"class":3014},[2994,8185,7518],{"class":3010},[2994,8187,8188,8190,8192],{"class":2996,"line":3072},[2994,8189,7523],{"class":3014},[2994,8191,7526],{"class":3018},[2994,8193,6217],{"class":3014},[2994,8195,8196,8198,8200,8202,8204,8206,8208,8210,8212],{"class":2996,"line":3079},[2994,8197,7523],{"class":3014},[2994,8199,7560],{"class":3018},[2994,8201,3022],{"class":3014},[2994,8203,7085],{"class":3010},[2994,8205,7088],{"class":3014},[2994,8207,7085],{"class":3010},[2994,8209,3230],{"class":3014},[2994,8211,7085],{"class":3010},[2994,8213,3208],{"class":3014},[2994,8215,8216,8218,8220],{"class":2996,"line":3216},[2994,8217,7523],{"class":3014},[2994,8219,3173],{"class":3018},[2994,8221,3176],{"class":3014},[2994,8223,8224],{"class":2996,"line":3238},[2994,8225,3076],{"emptyLinePlaceholder":3075},[2994,8227,8228,8230,8232,8234,8236,8239,8241,8243,8245,8248,8250,8253,8255,8258],{"class":2996,"line":3244},[2994,8229,3568],{"class":3010},[2994,8231,3089],{"class":3014},[2994,8233,3573],{"class":3018},[2994,8235,3022],{"class":3014},[2994,8237,8238],{"class":3025},"\"Без AsOrdered: \"",[2994,8240,6012],{"class":3014},[2994,8242,4112],{"class":3082},[2994,8244,3089],{"class":3014},[2994,8246,8247],{"class":3018},"Join",[2994,8249,3022],{"class":3014},[2994,8251,8252],{"class":3025},"\", \"",[2994,8254,3100],{"class":3014},[2994,8256,8257],{"class":3010},"unordered",[2994,8259,7098],{"class":3014},[2994,8261,8262],{"class":2996,"line":3443},[2994,8263,8264],{"class":3000},"// Вивід: 16, 1, 4, 25, 9, 36, 49, 64, ... (випадковий порядок)\n",[2994,8266,8267],{"class":2996,"line":3448},[2994,8268,3076],{"emptyLinePlaceholder":3075},[2994,8270,8271],{"class":2996,"line":3453},[2994,8272,8273],{"class":3000},"// ✅ З AsOrdered — порядок збережено\n",[2994,8275,8276,8278,8281,8283],{"class":2996,"line":3468},[2994,8277,3482],{"class":3082},[2994,8279,8280],{"class":3010}," ordered",[2994,8282,3015],{"class":3014},[2994,8284,7518],{"class":3010},[2994,8286,8287,8289,8291],{"class":2996,"line":3473},[2994,8288,7523],{"class":3014},[2994,8290,7526],{"class":3018},[2994,8292,6217],{"class":3014},[2994,8294,8295,8297,8300,8302],{"class":2996,"line":3479},[2994,8296,7523],{"class":3014},[2994,8298,8299],{"class":3018},"AsOrdered",[2994,8301,7837],{"class":3014},[2994,8303,8304],{"class":3000},"// зберегти порядок\n",[2994,8306,8307,8309,8311,8313,8315,8317,8319,8321,8323],{"class":2996,"line":3500},[2994,8308,7523],{"class":3014},[2994,8310,7560],{"class":3018},[2994,8312,3022],{"class":3014},[2994,8314,7085],{"class":3010},[2994,8316,7088],{"class":3014},[2994,8318,7085],{"class":3010},[2994,8320,3230],{"class":3014},[2994,8322,7085],{"class":3010},[2994,8324,3208],{"class":3014},[2994,8326,8327,8329,8331],{"class":2996,"line":3530},[2994,8328,7523],{"class":3014},[2994,8330,3173],{"class":3018},[2994,8332,3176],{"class":3014},[2994,8334,8335],{"class":2996,"line":3535},[2994,8336,3076],{"emptyLinePlaceholder":3075},[2994,8338,8339,8341,8343,8345,8347,8350,8352,8354,8356,8358,8360,8362,8364,8367],{"class":2996,"line":3547},[2994,8340,3568],{"class":3010},[2994,8342,3089],{"class":3014},[2994,8344,3573],{"class":3018},[2994,8346,3022],{"class":3014},[2994,8348,8349],{"class":3025},"\"З AsOrdered: \"",[2994,8351,6012],{"class":3014},[2994,8353,4112],{"class":3082},[2994,8355,3089],{"class":3014},[2994,8357,8247],{"class":3018},[2994,8359,3022],{"class":3014},[2994,8361,8252],{"class":3025},[2994,8363,3100],{"class":3014},[2994,8365,8366],{"class":3010},"ordered",[2994,8368,7098],{"class":3014},[2994,8370,8371],{"class":2996,"line":3552},[2994,8372,8373],{"class":3000},"// Вивід: 1, 4, 9, 16, 25, 36, 49, 64, ... (правильний порядок)\n",[8375,8376,8377,3877,8380,8382],"warning",{},[2976,8378,8379],{},"Performance Impact",[2968,8381,8128],{}," має overhead — результати потрібно буферизувати та сортувати. Використовуйте тільки коли порядок дійсно важливий.",[3278,8384,8386],{"id":8385},"withdegreeofparallelism-контроль-кількості-потоків","WithDegreeOfParallelism() — Контроль Кількості Потоків",[2964,8388,8389],{},"За замовчуванням PLINQ використовує стільки потоків, скільки вважає оптимальним (зазвичай = кількість CPU cores). Можна обмежити:",[2985,8391,8394],{"className":2987,"code":8392,"filename":8393,"language":2989,"meta":3296,"style":2990},"int[] numbers = Enumerable.Range(1, 1_000_000).ToArray();\n\n// Обмежити до 4 потоків\nvar result = numbers\n    .AsParallel()\n    .WithDegreeOfParallelism(4)  // максимум 4 потоки\n    .Where(n => n % 2 == 0)\n    .Select(n => n * n)\n    .ToArray();\n\nConsole.WriteLine($\"Оброблено {result.Length} елементів\");\n","WithDegreeOfParallelism.cs",[2968,8395,8396,8426,8430,8435,8445,8453,8469,8493,8513,8521,8525],{"__ignoreMap":2990},[2994,8397,8398,8400,8402,8404,8406,8408,8410,8412,8414,8416,8418,8420,8422,8424],{"class":2996,"line":2997},[2994,8399,3140],{"class":3082},[2994,8401,3143],{"class":3014},[2994,8403,3146],{"class":3010},[2994,8405,3015],{"class":3014},[2994,8407,3151],{"class":3010},[2994,8409,3089],{"class":3014},[2994,8411,3156],{"class":3018},[2994,8413,3022],{"class":3014},[2994,8415,3162],{"class":3161},[2994,8417,3100],{"class":3014},[2994,8419,3167],{"class":3161},[2994,8421,3170],{"class":3014},[2994,8423,3173],{"class":3018},[2994,8425,3176],{"class":3014},[2994,8427,8428],{"class":2996,"line":3004},[2994,8429,3076],{"emptyLinePlaceholder":3075},[2994,8431,8432],{"class":2996,"line":3032},[2994,8433,8434],{"class":3000},"// Обмежити до 4 потоків\n",[2994,8436,8437,8439,8441,8443],{"class":2996,"line":3052},[2994,8438,3482],{"class":3082},[2994,8440,3372],{"class":3010},[2994,8442,3015],{"class":3014},[2994,8444,7518],{"class":3010},[2994,8446,8447,8449,8451],{"class":2996,"line":3072},[2994,8448,7523],{"class":3014},[2994,8450,7526],{"class":3018},[2994,8452,6217],{"class":3014},[2994,8454,8455,8457,8460,8462,8464,8466],{"class":2996,"line":3079},[2994,8456,7523],{"class":3014},[2994,8458,8459],{"class":3018},"WithDegreeOfParallelism",[2994,8461,3022],{"class":3014},[2994,8463,3990],{"class":3161},[2994,8465,5788],{"class":3014},[2994,8467,8468],{"class":3000},"// максимум 4 потоки\n",[2994,8470,8471,8473,8475,8477,8479,8481,8483,8485,8487,8489,8491],{"class":2996,"line":3216},[2994,8472,7523],{"class":3014},[2994,8474,7535],{"class":3018},[2994,8476,3022],{"class":3014},[2994,8478,7085],{"class":3010},[2994,8480,7088],{"class":3014},[2994,8482,7085],{"class":3010},[2994,8484,7445],{"class":3014},[2994,8486,7013],{"class":3161},[2994,8488,5319],{"class":3014},[2994,8490,3377],{"class":3161},[2994,8492,3208],{"class":3014},[2994,8494,8495,8497,8499,8501,8503,8505,8507,8509,8511],{"class":2996,"line":3238},[2994,8496,7523],{"class":3014},[2994,8498,7560],{"class":3018},[2994,8500,3022],{"class":3014},[2994,8502,7085],{"class":3010},[2994,8504,7088],{"class":3014},[2994,8506,7085],{"class":3010},[2994,8508,3230],{"class":3014},[2994,8510,7085],{"class":3010},[2994,8512,3208],{"class":3014},[2994,8514,8515,8517,8519],{"class":2996,"line":3244},[2994,8516,7523],{"class":3014},[2994,8518,3173],{"class":3018},[2994,8520,3176],{"class":3014},[2994,8522,8523],{"class":2996,"line":3443},[2994,8524,3076],{"emptyLinePlaceholder":3075},[2994,8526,8527,8529,8531,8533,8535,8538,8540,8543,8545,8547,8549,8552],{"class":2996,"line":3448},[2994,8528,3568],{"class":3010},[2994,8530,3089],{"class":3014},[2994,8532,3573],{"class":3018},[2994,8534,3022],{"class":3014},[2994,8536,8537],{"class":3025},"$\"Оброблено ",[2994,8539,3582],{"class":3581},[2994,8541,8542],{"class":3010},"result",[2994,8544,3089],{"class":3581},[2994,8546,6859],{"class":3010},[2994,8548,3592],{"class":3581},[2994,8550,8551],{"class":3025}," елементів\"",[2994,8553,3029],{"class":3014},[2964,8555,8556,3125],{},[2976,8557,8558],{},"Коли використовувати",[4669,8560,8561,8564,8567],{},[3255,8562,8563],{},"✅ Обмеження ресурсів (пам'ять, зовнішні API)",[3255,8565,8566],{},"✅ Тестування та benchmarking",[3255,8568,8569],{},"❌ Не встановлюйте занадто низьке значення — втратите паралелізм",[3278,8571,8573],{"id":8572},"withcancellation-скасування-plinq","WithCancellation() — Скасування PLINQ",[2964,8575,8576,8577,3125],{},"PLINQ підтримує скасування через ",[2968,8578,4854],{},[2985,8580,8583],{"className":2987,"code":8581,"filename":8582,"language":2989,"meta":3296,"style":2990},"using System.Threading;\nusing System.Linq;\n\nusing var cts = new CancellationTokenSource();\n\n// Скасовуємо через 2 секунди\nTask.Run(async () =>\n{\n    await Task.Delay(2000);\n    cts.Cancel();\n});\n\ntry\n{\n    var result = Enumerable.Range(1, 10_000_000)\n        .AsParallel()\n        .WithCancellation(cts.Token)  // передаємо токен\n        .Where(n =>\n        {\n            Thread.Sleep(1);  // імітація повільної роботи\n            return IsPrime(n);\n        })\n        .ToArray();\n    \n    Console.WriteLine($\"Знайдено {result.Length} простих чисел\");\n}\ncatch (OperationCanceledException)\n{\n    Console.WriteLine(\"PLINQ запит скасовано\");\n}\n","WithCancellation.cs",[2968,8584,8585,8597,8609,8613,8629,8633,8637,8651,8655,8671,8681,8685,8689,8693,8697,8722,8731,8752,8764,8769,8787,8800,8805,8813,8817,8844,8848,8858,8862,8877],{"__ignoreMap":2990},[2994,8586,8587,8589,8591,8593,8595],{"class":2996,"line":2997},[2994,8588,3303],{"class":3190},[2994,8590,3306],{"class":3007},[2994,8592,3089],{"class":3014},[2994,8594,3311],{"class":3007},[2994,8596,3235],{"class":3014},[2994,8598,8599,8601,8603,8605,8607],{"class":2996,"line":3004},[2994,8600,3303],{"class":3190},[2994,8602,3306],{"class":3007},[2994,8604,3089],{"class":3014},[2994,8606,7626],{"class":3007},[2994,8608,3235],{"class":3014},[2994,8610,8611],{"class":2996,"line":3032},[2994,8612,3076],{"emptyLinePlaceholder":3075},[2994,8614,8615,8617,8619,8621,8623,8625,8627],{"class":2996,"line":3052},[2994,8616,3303],{"class":3190},[2994,8618,4788],{"class":3082},[2994,8620,4901],{"class":3010},[2994,8622,3015],{"class":3014},[2994,8624,3973],{"class":3082},[2994,8626,4908],{"class":3007},[2994,8628,3176],{"class":3014},[2994,8630,8631],{"class":2996,"line":3072},[2994,8632,3076],{"emptyLinePlaceholder":3075},[2994,8634,8635],{"class":2996,"line":3079},[2994,8636,4957],{"class":3000},[2994,8638,8639,8641,8643,8645,8647,8649],{"class":2996,"line":3216},[2994,8640,2970],{"class":3010},[2994,8642,3089],{"class":3014},[2994,8644,4966],{"class":3018},[2994,8646,3022],{"class":3014},[2994,8648,4771],{"class":3082},[2994,8650,4973],{"class":3014},[2994,8652,8653],{"class":2996,"line":3238},[2994,8654,3213],{"class":3014},[2994,8656,8657,8659,8661,8663,8665,8667,8669],{"class":2996,"line":3244},[2994,8658,4982],{"class":3082},[2994,8660,3086],{"class":3010},[2994,8662,3089],{"class":3014},[2994,8664,4989],{"class":3018},[2994,8666,3022],{"class":3014},[2994,8668,4994],{"class":3161},[2994,8670,3029],{"class":3014},[2994,8672,8673,8675,8677,8679],{"class":2996,"line":3443},[2994,8674,5001],{"class":3010},[2994,8676,3089],{"class":3014},[2994,8678,5006],{"class":3018},[2994,8680,3176],{"class":3014},[2994,8682,8683],{"class":2996,"line":3448},[2994,8684,3673],{"class":3014},[2994,8686,8687],{"class":2996,"line":3453},[2994,8688,3076],{"emptyLinePlaceholder":3075},[2994,8690,8691],{"class":2996,"line":3468},[2994,8692,5021],{"class":3190},[2994,8694,8695],{"class":2996,"line":3473},[2994,8696,3213],{"class":3014},[2994,8698,8699,8702,8704,8706,8708,8710,8712,8714,8716,8718,8720],{"class":2996,"line":3479},[2994,8700,8701],{"class":3082},"    var",[2994,8703,3372],{"class":3010},[2994,8705,3015],{"class":3014},[2994,8707,3151],{"class":3010},[2994,8709,3089],{"class":3014},[2994,8711,3156],{"class":3018},[2994,8713,3022],{"class":3014},[2994,8715,3162],{"class":3161},[2994,8717,3100],{"class":3014},[2994,8719,5715],{"class":3161},[2994,8721,3208],{"class":3014},[2994,8723,8724,8727,8729],{"class":2996,"line":3500},[2994,8725,8726],{"class":3014},"        .",[2994,8728,7526],{"class":3018},[2994,8730,6217],{"class":3014},[2994,8732,8733,8735,8738,8740,8742,8744,8747,8749],{"class":2996,"line":3530},[2994,8734,8726],{"class":3014},[2994,8736,8737],{"class":3018},"WithCancellation",[2994,8739,3022],{"class":3014},[2994,8741,4939],{"class":3010},[2994,8743,3089],{"class":3014},[2994,8745,8746],{"class":3010},"Token",[2994,8748,5788],{"class":3014},[2994,8750,8751],{"class":3000},"// передаємо токен\n",[2994,8753,8754,8756,8758,8760,8762],{"class":2996,"line":3535},[2994,8755,8726],{"class":3014},[2994,8757,7535],{"class":3018},[2994,8759,3022],{"class":3014},[2994,8761,7085],{"class":3010},[2994,8763,3651],{"class":3014},[2994,8765,8766],{"class":2996,"line":3547},[2994,8767,8768],{"class":3014},"        {\n",[2994,8770,8771,8774,8776,8778,8780,8782,8784],{"class":2996,"line":3552},[2994,8772,8773],{"class":3010},"            Thread",[2994,8775,3089],{"class":3014},[2994,8777,4172],{"class":3018},[2994,8779,3022],{"class":3014},[2994,8781,3162],{"class":3161},[2994,8783,4180],{"class":3014},[2994,8785,8786],{"class":3000},"// імітація повільної роботи\n",[2994,8788,8789,8792,8794,8796,8798],{"class":2996,"line":3565},[2994,8790,8791],{"class":3190},"            return",[2994,8793,7980],{"class":3018},[2994,8795,3022],{"class":3014},[2994,8797,7085],{"class":3010},[2994,8799,3029],{"class":3014},[2994,8801,8802],{"class":2996,"line":3600},[2994,8803,8804],{"class":3014},"        })\n",[2994,8806,8807,8809,8811],{"class":2996,"line":3605},[2994,8808,8726],{"class":3014},[2994,8810,3173],{"class":3018},[2994,8812,3176],{"class":3014},[2994,8814,8815],{"class":2996,"line":3611},[2994,8816,4512],{"class":3014},[2994,8818,8819,8821,8823,8825,8827,8830,8832,8834,8836,8838,8840,8842],{"class":2996,"line":3629},[2994,8820,3908],{"class":3010},[2994,8822,3089],{"class":3014},[2994,8824,3573],{"class":3018},[2994,8826,3022],{"class":3014},[2994,8828,8829],{"class":3025},"$\"Знайдено ",[2994,8831,3582],{"class":3581},[2994,8833,8542],{"class":3010},[2994,8835,3089],{"class":3581},[2994,8837,6859],{"class":3010},[2994,8839,3592],{"class":3581},[2994,8841,7790],{"class":3025},[2994,8843,3029],{"class":3014},[2994,8845,8846],{"class":2996,"line":3654},[2994,8847,3247],{"class":3014},[2994,8849,8850,8852,8854,8856],{"class":2996,"line":3659},[2994,8851,5114],{"class":3190},[2994,8853,3194],{"class":3014},[2994,8855,5119],{"class":3007},[2994,8857,3208],{"class":3014},[2994,8859,8860],{"class":2996,"line":3670},[2994,8861,3213],{"class":3014},[2994,8863,8864,8866,8868,8870,8872,8875],{"class":2996,"line":3676},[2994,8865,3908],{"class":3010},[2994,8867,3089],{"class":3014},[2994,8869,3573],{"class":3018},[2994,8871,3022],{"class":3014},[2994,8873,8874],{"class":3025},"\"PLINQ запит скасовано\"",[2994,8876,3029],{"class":3014},[2994,8878,8879],{"class":2996,"line":3688},[2994,8880,3247],{"class":3014},[3278,8882,8884],{"id":8883},"withexecutionmode-контроль-паралелізму","WithExecutionMode() — Контроль Паралелізму",[2964,8886,8887],{},"PLINQ автоматично вирішує чи варто виконувати запит паралельно (аналізує overhead). Можна форсувати:",[2985,8889,8892],{"className":2987,"code":8890,"filename":8891,"language":2989,"meta":3296,"style":2990},"using System.Linq;\n\nint[] numbers = Enumerable.Range(1, 100).ToArray();\n\n// Форсувати паралельне виконання (навіть якщо PLINQ вважає що це неефективно)\nvar result = numbers\n    .AsParallel()\n    .WithExecutionMode(ParallelExecutionMode.ForceParallelism)\n    .Select(n => n * n)\n    .ToArray();\n","WithExecutionMode.cs",[2968,8893,8894,8906,8910,8940,8944,8949,8959,8967,8986,9006],{"__ignoreMap":2990},[2994,8895,8896,8898,8900,8902,8904],{"class":2996,"line":2997},[2994,8897,3303],{"class":3190},[2994,8899,3306],{"class":3007},[2994,8901,3089],{"class":3014},[2994,8903,7626],{"class":3007},[2994,8905,3235],{"class":3014},[2994,8907,8908],{"class":2996,"line":3004},[2994,8909,3076],{"emptyLinePlaceholder":3075},[2994,8911,8912,8914,8916,8918,8920,8922,8924,8926,8928,8930,8932,8934,8936,8938],{"class":2996,"line":3032},[2994,8913,3140],{"class":3082},[2994,8915,3143],{"class":3014},[2994,8917,3146],{"class":3010},[2994,8919,3015],{"class":3014},[2994,8921,3151],{"class":3010},[2994,8923,3089],{"class":3014},[2994,8925,3156],{"class":3018},[2994,8927,3022],{"class":3014},[2994,8929,3162],{"class":3161},[2994,8931,3100],{"class":3014},[2994,8933,3463],{"class":3161},[2994,8935,3170],{"class":3014},[2994,8937,3173],{"class":3018},[2994,8939,3176],{"class":3014},[2994,8941,8942],{"class":2996,"line":3052},[2994,8943,3076],{"emptyLinePlaceholder":3075},[2994,8945,8946],{"class":2996,"line":3072},[2994,8947,8948],{"class":3000},"// Форсувати паралельне виконання (навіть якщо PLINQ вважає що це неефективно)\n",[2994,8950,8951,8953,8955,8957],{"class":2996,"line":3079},[2994,8952,3482],{"class":3082},[2994,8954,3372],{"class":3010},[2994,8956,3015],{"class":3014},[2994,8958,7518],{"class":3010},[2994,8960,8961,8963,8965],{"class":2996,"line":3216},[2994,8962,7523],{"class":3014},[2994,8964,7526],{"class":3018},[2994,8966,6217],{"class":3014},[2994,8968,8969,8971,8974,8976,8979,8981,8984],{"class":2996,"line":3238},[2994,8970,7523],{"class":3014},[2994,8972,8973],{"class":3018},"WithExecutionMode",[2994,8975,3022],{"class":3014},[2994,8977,8978],{"class":3010},"ParallelExecutionMode",[2994,8980,3089],{"class":3014},[2994,8982,8983],{"class":3010},"ForceParallelism",[2994,8985,3208],{"class":3014},[2994,8987,8988,8990,8992,8994,8996,8998,9000,9002,9004],{"class":2996,"line":3244},[2994,8989,7523],{"class":3014},[2994,8991,7560],{"class":3018},[2994,8993,3022],{"class":3014},[2994,8995,7085],{"class":3010},[2994,8997,7088],{"class":3014},[2994,8999,7085],{"class":3010},[2994,9001,3230],{"class":3014},[2994,9003,7085],{"class":3010},[2994,9005,3208],{"class":3014},[2994,9007,9008,9010,9012],{"class":2996,"line":3443},[2994,9009,7523],{"class":3014},[2994,9011,3173],{"class":3018},[2994,9013,3176],{"class":3014},[2964,9015,9016,3125],{},[2976,9017,8978],{},[4613,9019,9020,9029],{},[4616,9021,9022],{},[4619,9023,9024,9027],{},[4622,9025,9026],{"align":4624},"Режим",[4622,9028,5431],{"align":4624},[4630,9030,9031,9041],{},[4619,9032,9033,9038],{},[4635,9034,9035],{"align":4624},[2968,9036,9037],{},"Default",[4635,9039,9040],{"align":4624},"PLINQ сам вирішує (рекомендовано)",[4619,9042,9043,9047],{},[4635,9044,9045],{"align":4624},[2968,9046,8983],{},[4635,9048,9049],{"align":4624},"Завжди виконувати паралельно (навіть якщо неефективно)",[5146,9051,9052,9053,9055],{},"У 99% випадків використовуйте ",[2968,9054,9037],{}," — PLINQ добре вміє визначати коли паралелізм вигідний.",[3278,9057,9059],{"id":9058},"withmergeoptions-контроль-буферизації","WithMergeOptions() — Контроль Буферизації",[2964,9061,9062],{},"PLINQ буферизує результати перед поверненням. Можна контролювати стратегію буферизації:",[2985,9064,9067],{"className":2987,"code":9065,"filename":9066,"language":2989,"meta":3296,"style":2990},"using System.Linq;\n\nint[] numbers = Enumerable.Range(1, 1000).ToArray();\n\n// Повертати результати якомога швидше (мінімальна буферизація)\nvar result = numbers\n    .AsParallel()\n    .WithMergeOptions(ParallelMergeOptions.NotBuffered)\n    .Select(n => n * n);\n\nforeach (var item in result)\n{\n    Console.WriteLine(item);  // результати з'являються одразу\n}\n","WithMergeOptions.cs",[2968,9068,9069,9081,9085,9115,9119,9124,9134,9142,9161,9181,9185,9202,9206,9224],{"__ignoreMap":2990},[2994,9070,9071,9073,9075,9077,9079],{"class":2996,"line":2997},[2994,9072,3303],{"class":3190},[2994,9074,3306],{"class":3007},[2994,9076,3089],{"class":3014},[2994,9078,7626],{"class":3007},[2994,9080,3235],{"class":3014},[2994,9082,9083],{"class":2996,"line":3004},[2994,9084,3076],{"emptyLinePlaceholder":3075},[2994,9086,9087,9089,9091,9093,9095,9097,9099,9101,9103,9105,9107,9109,9111,9113],{"class":2996,"line":3032},[2994,9088,3140],{"class":3082},[2994,9090,3143],{"class":3014},[2994,9092,3146],{"class":3010},[2994,9094,3015],{"class":3014},[2994,9096,3151],{"class":3010},[2994,9098,3089],{"class":3014},[2994,9100,3156],{"class":3018},[2994,9102,3022],{"class":3014},[2994,9104,3162],{"class":3161},[2994,9106,3100],{"class":3014},[2994,9108,4578],{"class":3161},[2994,9110,3170],{"class":3014},[2994,9112,3173],{"class":3018},[2994,9114,3176],{"class":3014},[2994,9116,9117],{"class":2996,"line":3052},[2994,9118,3076],{"emptyLinePlaceholder":3075},[2994,9120,9121],{"class":2996,"line":3072},[2994,9122,9123],{"class":3000},"// Повертати результати якомога швидше (мінімальна буферизація)\n",[2994,9125,9126,9128,9130,9132],{"class":2996,"line":3079},[2994,9127,3482],{"class":3082},[2994,9129,3372],{"class":3010},[2994,9131,3015],{"class":3014},[2994,9133,7518],{"class":3010},[2994,9135,9136,9138,9140],{"class":2996,"line":3216},[2994,9137,7523],{"class":3014},[2994,9139,7526],{"class":3018},[2994,9141,6217],{"class":3014},[2994,9143,9144,9146,9149,9151,9154,9156,9159],{"class":2996,"line":3238},[2994,9145,7523],{"class":3014},[2994,9147,9148],{"class":3018},"WithMergeOptions",[2994,9150,3022],{"class":3014},[2994,9152,9153],{"class":3010},"ParallelMergeOptions",[2994,9155,3089],{"class":3014},[2994,9157,9158],{"class":3010},"NotBuffered",[2994,9160,3208],{"class":3014},[2994,9162,9163,9165,9167,9169,9171,9173,9175,9177,9179],{"class":2996,"line":3244},[2994,9164,7523],{"class":3014},[2994,9166,7560],{"class":3018},[2994,9168,3022],{"class":3014},[2994,9170,7085],{"class":3010},[2994,9172,7088],{"class":3014},[2994,9174,7085],{"class":3010},[2994,9176,3230],{"class":3014},[2994,9178,7085],{"class":3010},[2994,9180,3029],{"class":3014},[2994,9182,9183],{"class":2996,"line":3443},[2994,9184,3076],{"emptyLinePlaceholder":3075},[2994,9186,9187,9189,9191,9193,9196,9198,9200],{"class":2996,"line":3448},[2994,9188,3191],{"class":3190},[2994,9190,3194],{"class":3014},[2994,9192,3482],{"class":3082},[2994,9194,9195],{"class":3010}," item",[2994,9197,3202],{"class":3190},[2994,9199,3372],{"class":3010},[2994,9201,3208],{"class":3014},[2994,9203,9204],{"class":2996,"line":3453},[2994,9205,3213],{"class":3014},[2994,9207,9208,9210,9212,9214,9216,9219,9221],{"class":2996,"line":3468},[2994,9209,3908],{"class":3010},[2994,9211,3089],{"class":3014},[2994,9213,3573],{"class":3018},[2994,9215,3022],{"class":3014},[2994,9217,9218],{"class":3010},"item",[2994,9220,4180],{"class":3014},[2994,9222,9223],{"class":3000},"// результати з'являються одразу\n",[2994,9225,9226],{"class":2996,"line":3473},[2994,9227,3247],{"class":3014},[2964,9229,9230,3125],{},[2976,9231,9153],{},[4613,9233,9234,9246],{},[4616,9235,9236],{},[4619,9237,9238,9241,9243],{},[4622,9239,9240],{"align":4624},"Опція",[4622,9242,5431],{"align":4624},[4622,9244,9245],{"align":4624},"Use Case",[4630,9247,9248,9260,9272,9285],{},[4619,9249,9250,9254,9257],{},[4635,9251,9252],{"align":4624},[2968,9253,9037],{},[4635,9255,9256],{"align":4624},"PLINQ сам вирішує",[4635,9258,9259],{"align":4624},"Рекомендовано для більшості випадків",[4619,9261,9262,9266,9269],{},[4635,9263,9264],{"align":4624},[2968,9265,9158],{},[4635,9267,9268],{"align":4624},"Мінімальна буферизація, результати одразу",[4635,9270,9271],{"align":4624},"Streaming, UI updates",[4619,9273,9274,9279,9282],{},[4635,9275,9276],{"align":4624},[2968,9277,9278],{},"AutoBuffered",[4635,9280,9281],{"align":4624},"Помірна буферизація",[4635,9283,9284],{"align":4624},"Баланс між throughput та latency",[4619,9286,9287,9292,9295],{},[4635,9288,9289],{"align":4624},[2968,9290,9291],{},"FullyBuffered",[4635,9293,9294],{"align":4624},"Максимальна буферизація",[4635,9296,9297],{"align":4624},"Максимальний throughput",[3278,9299,9301],{"id":9300},"forall-паралельна-обробка-без-збору-результатів","ForAll() — Паралельна Обробка без Збору Результатів",[2964,9303,9304,9305,9308,9309,3125],{},"Якщо не потрібно збирати результати (наприклад, запис у файл або базу даних), використовуйте ",[2968,9306,9307],{},"ForAll()"," замість ",[2968,9310,9311],{},"ToArray()",[2985,9313,9316],{"className":2987,"code":9314,"filename":9315,"language":2989,"meta":3296,"style":2990},"using System.Linq;\n\nint[] numbers = Enumerable.Range(1, 1000).ToArray();\n\n// ❌ Неефективно — збирає результати які не потрібні\nnumbers\n    .AsParallel()\n    .Select(n => n * n)\n    .ToArray();  // створює масив який ніхто не використовує\n\n// ✅ Ефективно — обробляє без збору результатів\nnumbers\n    .AsParallel()\n    .ForAll(n =>\n    {\n        int square = n * n;\n        Console.WriteLine($\"{n}² = {square}\");\n        // або запис у файл, базу даних, тощо\n    });\n","ForAll.cs",[2968,9317,9318,9330,9334,9364,9368,9373,9377,9385,9405,9416,9420,9425,9429,9437,9450,9454,9470,9501,9506],{"__ignoreMap":2990},[2994,9319,9320,9322,9324,9326,9328],{"class":2996,"line":2997},[2994,9321,3303],{"class":3190},[2994,9323,3306],{"class":3007},[2994,9325,3089],{"class":3014},[2994,9327,7626],{"class":3007},[2994,9329,3235],{"class":3014},[2994,9331,9332],{"class":2996,"line":3004},[2994,9333,3076],{"emptyLinePlaceholder":3075},[2994,9335,9336,9338,9340,9342,9344,9346,9348,9350,9352,9354,9356,9358,9360,9362],{"class":2996,"line":3032},[2994,9337,3140],{"class":3082},[2994,9339,3143],{"class":3014},[2994,9341,3146],{"class":3010},[2994,9343,3015],{"class":3014},[2994,9345,3151],{"class":3010},[2994,9347,3089],{"class":3014},[2994,9349,3156],{"class":3018},[2994,9351,3022],{"class":3014},[2994,9353,3162],{"class":3161},[2994,9355,3100],{"class":3014},[2994,9357,4578],{"class":3161},[2994,9359,3170],{"class":3014},[2994,9361,3173],{"class":3018},[2994,9363,3176],{"class":3014},[2994,9365,9366],{"class":2996,"line":3052},[2994,9367,3076],{"emptyLinePlaceholder":3075},[2994,9369,9370],{"class":2996,"line":3072},[2994,9371,9372],{"class":3000},"// ❌ Неефективно — збирає результати які не потрібні\n",[2994,9374,9375],{"class":2996,"line":3079},[2994,9376,7518],{"class":3010},[2994,9378,9379,9381,9383],{"class":2996,"line":3216},[2994,9380,7523],{"class":3014},[2994,9382,7526],{"class":3018},[2994,9384,6217],{"class":3014},[2994,9386,9387,9389,9391,9393,9395,9397,9399,9401,9403],{"class":2996,"line":3238},[2994,9388,7523],{"class":3014},[2994,9390,7560],{"class":3018},[2994,9392,3022],{"class":3014},[2994,9394,7085],{"class":3010},[2994,9396,7088],{"class":3014},[2994,9398,7085],{"class":3010},[2994,9400,3230],{"class":3014},[2994,9402,7085],{"class":3010},[2994,9404,3208],{"class":3014},[2994,9406,9407,9409,9411,9413],{"class":2996,"line":3244},[2994,9408,7523],{"class":3014},[2994,9410,3173],{"class":3018},[2994,9412,4743],{"class":3014},[2994,9414,9415],{"class":3000},"// створює масив який ніхто не використовує\n",[2994,9417,9418],{"class":2996,"line":3443},[2994,9419,3076],{"emptyLinePlaceholder":3075},[2994,9421,9422],{"class":2996,"line":3448},[2994,9423,9424],{"class":3000},"// ✅ Ефективно — обробляє без збору результатів\n",[2994,9426,9427],{"class":2996,"line":3453},[2994,9428,7518],{"class":3010},[2994,9430,9431,9433,9435],{"class":2996,"line":3468},[2994,9432,7523],{"class":3014},[2994,9434,7526],{"class":3018},[2994,9436,6217],{"class":3014},[2994,9438,9439,9441,9444,9446,9448],{"class":2996,"line":3473},[2994,9440,7523],{"class":3014},[2994,9442,9443],{"class":3018},"ForAll",[2994,9445,3022],{"class":3014},[2994,9447,7085],{"class":3010},[2994,9449,3651],{"class":3014},[2994,9451,9452],{"class":2996,"line":3479},[2994,9453,5057],{"class":3014},[2994,9455,9456,9458,9460,9462,9464,9466,9468],{"class":2996,"line":3500},[2994,9457,7462],{"class":3082},[2994,9459,3222],{"class":3010},[2994,9461,3015],{"class":3014},[2994,9463,7085],{"class":3010},[2994,9465,3230],{"class":3014},[2994,9467,7085],{"class":3010},[2994,9469,3235],{"class":3014},[2994,9471,9472,9474,9476,9478,9480,9482,9484,9486,9488,9491,9493,9495,9497,9499],{"class":2996,"line":3530},[2994,9473,5082],{"class":3010},[2994,9475,3089],{"class":3014},[2994,9477,3573],{"class":3018},[2994,9479,3022],{"class":3014},[2994,9481,4352],{"class":3025},[2994,9483,3582],{"class":3581},[2994,9485,7085],{"class":3010},[2994,9487,3592],{"class":3581},[2994,9489,9490],{"class":3025},"² = ",[2994,9492,3582],{"class":3581},[2994,9494,7488],{"class":3010},[2994,9496,3592],{"class":3581},[2994,9498,3946],{"class":3025},[2994,9500,3029],{"class":3014},[2994,9502,9503],{"class":2996,"line":3535},[2994,9504,9505],{"class":3000},"        // або запис у файл, базу даних, тощо\n",[2994,9507,9508],{"class":2996,"line":3547},[2994,9509,5105],{"class":3014},[2964,9511,9512,3125],{},[2976,9513,9514],{},"Різниця",[4669,9516,9517,9526],{},[3255,9518,9519,9521,9522,9525],{},[2968,9520,9311],{}," / ",[2968,9523,9524],{},"ToList()"," — збирає всі результати в колекцію",[3255,9527,9528,9530],{},[2968,9529,9307],{}," — обробляє кожен елемент без збору результатів (швидше, менше пам'яті)",[3278,9532,9534],{"id":9533},"aggregate-паралельна-агрегація","Aggregate() — Паралельна Агрегація",[2964,9536,9537,9538,9541],{},"PLINQ має спеціальний метод ",[2968,9539,9540],{},"Aggregate()"," для паралельної агрегації (сума, добуток, тощо):",[2985,9543,9546],{"className":2987,"code":9544,"filename":9545,"language":2989,"meta":3296,"style":2990},"using System.Linq;\n\nint[] numbers = Enumerable.Range(1, 10_000_000).ToArray();\n\n// Паралельна сума\nlong sum = numbers\n    .AsParallel()\n    .Aggregate(\n        seed: 0L,  // початкове значення для кожного потоку\n        \n        // updateAccumulatorFunc — оновлення локального акумулятора\n        (localSum, number) => localSum + number,\n        \n        // combineAccumulatorsFunc — об'єднання локальних акумуляторів\n        (sum1, sum2) => sum1 + sum2,\n        \n        // resultSelector — фінальна трансформація (опціонально)\n        finalSum => finalSum\n    );\n\nConsole.WriteLine($\"Сума: {sum}\");\n","Aggregate.cs",[2968,9547,9548,9560,9564,9594,9598,9603,9613,9621,9630,9645,9650,9655,9677,9681,9686,9708,9712,9717,9727,9732,9736],{"__ignoreMap":2990},[2994,9549,9550,9552,9554,9556,9558],{"class":2996,"line":2997},[2994,9551,3303],{"class":3190},[2994,9553,3306],{"class":3007},[2994,9555,3089],{"class":3014},[2994,9557,7626],{"class":3007},[2994,9559,3235],{"class":3014},[2994,9561,9562],{"class":2996,"line":3004},[2994,9563,3076],{"emptyLinePlaceholder":3075},[2994,9565,9566,9568,9570,9572,9574,9576,9578,9580,9582,9584,9586,9588,9590,9592],{"class":2996,"line":3032},[2994,9567,3140],{"class":3082},[2994,9569,3143],{"class":3014},[2994,9571,3146],{"class":3010},[2994,9573,3015],{"class":3014},[2994,9575,3151],{"class":3010},[2994,9577,3089],{"class":3014},[2994,9579,3156],{"class":3018},[2994,9581,3022],{"class":3014},[2994,9583,3162],{"class":3161},[2994,9585,3100],{"class":3014},[2994,9587,5715],{"class":3161},[2994,9589,3170],{"class":3014},[2994,9591,3173],{"class":3018},[2994,9593,3176],{"class":3014},[2994,9595,9596],{"class":2996,"line":3052},[2994,9597,3076],{"emptyLinePlaceholder":3075},[2994,9599,9600],{"class":2996,"line":3072},[2994,9601,9602],{"class":3000},"// Паралельна сума\n",[2994,9604,9605,9607,9609,9611],{"class":2996,"line":3079},[2994,9606,5726],{"class":3082},[2994,9608,5729],{"class":3010},[2994,9610,3015],{"class":3014},[2994,9612,7518],{"class":3010},[2994,9614,9615,9617,9619],{"class":2996,"line":3216},[2994,9616,7523],{"class":3014},[2994,9618,7526],{"class":3018},[2994,9620,6217],{"class":3014},[2994,9622,9623,9625,9628],{"class":2996,"line":3238},[2994,9624,7523],{"class":3014},[2994,9626,9627],{"class":3018},"Aggregate",[2994,9629,5935],{"class":3014},[2994,9631,9632,9635,9637,9639,9642],{"class":2996,"line":3244},[2994,9633,9634],{"class":3010},"        seed",[2994,9636,3877],{"class":3014},[2994,9638,5966],{"class":3161},[2994,9640,9641],{"class":3014},",  ",[2994,9643,9644],{"class":3000},"// початкове значення для кожного потоку\n",[2994,9646,9647],{"class":2996,"line":3443},[2994,9648,9649],{"class":3014},"        \n",[2994,9651,9652],{"class":2996,"line":3448},[2994,9653,9654],{"class":3000},"        // updateAccumulatorFunc — оновлення локального акумулятора\n",[2994,9656,9657,9660,9662,9664,9666,9669,9671,9673,9675],{"class":2996,"line":3453},[2994,9658,9659],{"class":3014},"        (",[2994,9661,5996],{"class":3010},[2994,9663,3100],{"class":3014},[2994,9665,3227],{"class":3010},[2994,9667,9668],{"class":3014},") => ",[2994,9670,5996],{"class":3010},[2994,9672,6012],{"class":3014},[2994,9674,3227],{"class":3010},[2994,9676,4231],{"class":3014},[2994,9678,9679],{"class":2996,"line":3468},[2994,9680,9649],{"class":3014},[2994,9682,9683],{"class":2996,"line":3473},[2994,9684,9685],{"class":3000},"        // combineAccumulatorsFunc — об'єднання локальних акумуляторів\n",[2994,9687,9688,9690,9693,9695,9698,9700,9702,9704,9706],{"class":2996,"line":3479},[2994,9689,9659],{"class":3014},[2994,9691,9692],{"class":3010},"sum1",[2994,9694,3100],{"class":3014},[2994,9696,9697],{"class":3010},"sum2",[2994,9699,9668],{"class":3014},[2994,9701,9692],{"class":3010},[2994,9703,6012],{"class":3014},[2994,9705,9697],{"class":3010},[2994,9707,4231],{"class":3014},[2994,9709,9710],{"class":2996,"line":3500},[2994,9711,9649],{"class":3014},[2994,9713,9714],{"class":2996,"line":3530},[2994,9715,9716],{"class":3000},"        // resultSelector — фінальна трансформація (опціонально)\n",[2994,9718,9719,9722,9724],{"class":2996,"line":3535},[2994,9720,9721],{"class":3010},"        finalSum",[2994,9723,7088],{"class":3014},[2994,9725,9726],{"class":3010},"finalSum\n",[2994,9728,9729],{"class":2996,"line":3547},[2994,9730,9731],{"class":3014},"    );\n",[2994,9733,9734],{"class":2996,"line":3552},[2994,9735,3076],{"emptyLinePlaceholder":3075},[2994,9737,9738,9740,9742,9744,9746,9748,9750,9752,9754,9756],{"class":2996,"line":3565},[2994,9739,3568],{"class":3010},[2994,9741,3089],{"class":3014},[2994,9743,3573],{"class":3018},[2994,9745,3022],{"class":3014},[2994,9747,5831],{"class":3025},[2994,9749,3582],{"class":3581},[2994,9751,5836],{"class":3010},[2994,9753,3592],{"class":3581},[2994,9755,3946],{"class":3025},[2994,9757,3029],{"class":3014},[2964,9759,9760,9763],{},[2976,9761,9762],{},"Спрощений варіант"," (коли seed та combineFunc однакові):",[2985,9765,9767],{"className":2987,"code":9766,"language":2989,"meta":2990,"style":2990},"// Паралельна сума (спрощено)\nlong sum = numbers\n    .AsParallel()\n    .Sum();  // PLINQ автоматично паралелізує Sum()\n\n// Паралельний добуток\nlong product = numbers\n    .AsParallel()\n    .Aggregate(1L, (acc, n) => acc * n);\n",[2968,9768,9769,9774,9784,9792,9804,9808,9813,9824,9832],{"__ignoreMap":2990},[2994,9770,9771],{"class":2996,"line":2997},[2994,9772,9773],{"class":3000},"// Паралельна сума (спрощено)\n",[2994,9775,9776,9778,9780,9782],{"class":2996,"line":3004},[2994,9777,5726],{"class":3082},[2994,9779,5729],{"class":3010},[2994,9781,3015],{"class":3014},[2994,9783,7518],{"class":3010},[2994,9785,9786,9788,9790],{"class":2996,"line":3032},[2994,9787,7523],{"class":3014},[2994,9789,7526],{"class":3018},[2994,9791,6217],{"class":3014},[2994,9793,9794,9796,9799,9801],{"class":2996,"line":3052},[2994,9795,7523],{"class":3014},[2994,9797,9798],{"class":3018},"Sum",[2994,9800,4743],{"class":3014},[2994,9802,9803],{"class":3000},"// PLINQ автоматично паралелізує Sum()\n",[2994,9805,9806],{"class":2996,"line":3072},[2994,9807,3076],{"emptyLinePlaceholder":3075},[2994,9809,9810],{"class":2996,"line":3079},[2994,9811,9812],{"class":3000},"// Паралельний добуток\n",[2994,9814,9815,9817,9820,9822],{"class":2996,"line":3216},[2994,9816,5726],{"class":3082},[2994,9818,9819],{"class":3010}," product",[2994,9821,3015],{"class":3014},[2994,9823,7518],{"class":3010},[2994,9825,9826,9828,9830],{"class":2996,"line":3238},[2994,9827,7523],{"class":3014},[2994,9829,7526],{"class":3018},[2994,9831,6217],{"class":3014},[2994,9833,9834,9836,9838,9840,9843,9845,9848,9850,9852,9854,9856,9858,9860],{"class":2996,"line":3244},[2994,9835,7523],{"class":3014},[2994,9837,9627],{"class":3018},[2994,9839,3022],{"class":3014},[2994,9841,9842],{"class":3161},"1L",[2994,9844,5250],{"class":3014},[2994,9846,9847],{"class":3010},"acc",[2994,9849,3100],{"class":3014},[2994,9851,7085],{"class":3010},[2994,9853,9668],{"class":3014},[2994,9855,9847],{"class":3010},[2994,9857,3230],{"class":3014},[2994,9859,7085],{"class":3010},[2994,9861,3029],{"class":3014},[3278,9863,9865],{"id":9864},"partitioning-strategies-стратегії-розбиття","Partitioning Strategies — Стратегії Розбиття",[2964,9867,9868],{},"PLINQ автоматично розбиває вхідну колекцію на chunks для паралельної обробки. Є три стратегії:",[2964,9870,9871,9874],{},[2976,9872,9873],{},"1. Range Partitioning"," — для індексованих колекцій (масиви, списки):",[2985,9876,9878],{"className":2987,"code":9877,"language":2989,"meta":2990,"style":2990},"// PLINQ розбиває масив на рівні chunks\nint[] numbers = new int[1000];\nvar result = numbers.AsParallel().Select(n => n * n).ToArray();\n\n// Приклад розбиття на 4 потоки:\n// Thread 1: [0..249]\n// Thread 2: [250..499]\n// Thread 3: [500..749]\n// Thread 4: [750..999]\n",[2968,9879,9880,9885,9907,9944,9948,9953,9958,9963,9968],{"__ignoreMap":2990},[2994,9881,9882],{"class":2996,"line":2997},[2994,9883,9884],{"class":3000},"// PLINQ розбиває масив на рівні chunks\n",[2994,9886,9887,9889,9891,9893,9895,9897,9900,9903,9905],{"class":2996,"line":3004},[2994,9888,3140],{"class":3082},[2994,9890,3143],{"class":3014},[2994,9892,3146],{"class":3010},[2994,9894,3015],{"class":3014},[2994,9896,3973],{"class":3082},[2994,9898,9899],{"class":3082}," int",[2994,9901,9902],{"class":3014},"[",[2994,9904,4578],{"class":3161},[2994,9906,4256],{"class":3014},[2994,9908,9909,9911,9913,9915,9917,9919,9921,9924,9926,9928,9930,9932,9934,9936,9938,9940,9942],{"class":2996,"line":3032},[2994,9910,3482],{"class":3082},[2994,9912,3372],{"class":3010},[2994,9914,3015],{"class":3014},[2994,9916,3146],{"class":3010},[2994,9918,3089],{"class":3014},[2994,9920,7526],{"class":3018},[2994,9922,9923],{"class":3014},"().",[2994,9925,7560],{"class":3018},[2994,9927,3022],{"class":3014},[2994,9929,7085],{"class":3010},[2994,9931,7088],{"class":3014},[2994,9933,7085],{"class":3010},[2994,9935,3230],{"class":3014},[2994,9937,7085],{"class":3010},[2994,9939,3170],{"class":3014},[2994,9941,3173],{"class":3018},[2994,9943,3176],{"class":3014},[2994,9945,9946],{"class":2996,"line":3052},[2994,9947,3076],{"emptyLinePlaceholder":3075},[2994,9949,9950],{"class":2996,"line":3072},[2994,9951,9952],{"class":3000},"// Приклад розбиття на 4 потоки:\n",[2994,9954,9955],{"class":2996,"line":3079},[2994,9956,9957],{"class":3000},"// Thread 1: [0..249]\n",[2994,9959,9960],{"class":2996,"line":3216},[2994,9961,9962],{"class":3000},"// Thread 2: [250..499]\n",[2994,9964,9965],{"class":2996,"line":3238},[2994,9966,9967],{"class":3000},"// Thread 3: [500..749]\n",[2994,9969,9970],{"class":2996,"line":3244},[2994,9971,9972],{"class":3000},"// Thread 4: [750..999]\n",[2964,9974,9975,9978],{},[2976,9976,9977],{},"2. Chunk Partitioning"," — для неіндексованих колекцій (IEnumerable):",[2985,9980,9982],{"className":2987,"code":9981,"language":2989,"meta":2990,"style":2990},"// PLINQ бере елементи по одному і розподіляє між потоками\nIEnumerable\u003Cint> numbers = GetNumbers();  // не масив, а IEnumerable\nvar result = numbers.AsParallel().Select(n => n * n).ToArray();\n\n// Динамічний розподіл — кожен потік бере наступний елемент коли звільняється\n",[2968,9983,9984,9989,10012,10048,10052],{"__ignoreMap":2990},[2994,9985,9986],{"class":2996,"line":2997},[2994,9987,9988],{"class":3000},"// PLINQ бере елементи по одному і розподіляє між потоками\n",[2994,9990,9991,9994,9996,9998,10000,10002,10004,10007,10009],{"class":2996,"line":3004},[2994,9992,9993],{"class":3007},"IEnumerable",[2994,9995,6608],{"class":3014},[2994,9997,3140],{"class":3082},[2994,9999,6613],{"class":3014},[2994,10001,3146],{"class":3010},[2994,10003,3015],{"class":3014},[2994,10005,10006],{"class":3018},"GetNumbers",[2994,10008,4743],{"class":3014},[2994,10010,10011],{"class":3000},"// не масив, а IEnumerable\n",[2994,10013,10014,10016,10018,10020,10022,10024,10026,10028,10030,10032,10034,10036,10038,10040,10042,10044,10046],{"class":2996,"line":3032},[2994,10015,3482],{"class":3082},[2994,10017,3372],{"class":3010},[2994,10019,3015],{"class":3014},[2994,10021,3146],{"class":3010},[2994,10023,3089],{"class":3014},[2994,10025,7526],{"class":3018},[2994,10027,9923],{"class":3014},[2994,10029,7560],{"class":3018},[2994,10031,3022],{"class":3014},[2994,10033,7085],{"class":3010},[2994,10035,7088],{"class":3014},[2994,10037,7085],{"class":3010},[2994,10039,3230],{"class":3014},[2994,10041,7085],{"class":3010},[2994,10043,3170],{"class":3014},[2994,10045,3173],{"class":3018},[2994,10047,3176],{"class":3014},[2994,10049,10050],{"class":2996,"line":3052},[2994,10051,3076],{"emptyLinePlaceholder":3075},[2994,10053,10054],{"class":2996,"line":3072},[2994,10055,10056],{"class":3000},"// Динамічний розподіл — кожен потік бере наступний елемент коли звільняється\n",[2964,10058,10059,10062],{},[2976,10060,10061],{},"3. Hash Partitioning"," — для операцій з групуванням (GroupBy, Join):",[2985,10064,10066],{"className":2987,"code":10065,"language":2989,"meta":2990,"style":2990},"// PLINQ використовує hash для розподілу елементів\nvar grouped = numbers\n    .AsParallel()\n    .GroupBy(n => n % 10)  // групування по останній цифрі\n    .ToArray();\n\n// Елементи з однаковим hash потрапляють на один потік\n",[2968,10067,10068,10073,10084,10092,10117,10125,10129],{"__ignoreMap":2990},[2994,10069,10070],{"class":2996,"line":2997},[2994,10071,10072],{"class":3000},"// PLINQ використовує hash для розподілу елементів\n",[2994,10074,10075,10077,10080,10082],{"class":2996,"line":3004},[2994,10076,3482],{"class":3082},[2994,10078,10079],{"class":3010}," grouped",[2994,10081,3015],{"class":3014},[2994,10083,7518],{"class":3010},[2994,10085,10086,10088,10090],{"class":2996,"line":3032},[2994,10087,7523],{"class":3014},[2994,10089,7526],{"class":3018},[2994,10091,6217],{"class":3014},[2994,10093,10094,10096,10099,10101,10103,10105,10107,10109,10112,10114],{"class":2996,"line":3052},[2994,10095,7523],{"class":3014},[2994,10097,10098],{"class":3018},"GroupBy",[2994,10100,3022],{"class":3014},[2994,10102,7085],{"class":3010},[2994,10104,7088],{"class":3014},[2994,10106,7085],{"class":3010},[2994,10108,7445],{"class":3014},[2994,10110,10111],{"class":3161},"10",[2994,10113,5788],{"class":3014},[2994,10115,10116],{"class":3000},"// групування по останній цифрі\n",[2994,10118,10119,10121,10123],{"class":2996,"line":3072},[2994,10120,7523],{"class":3014},[2994,10122,3173],{"class":3018},[2994,10124,3176],{"class":3014},[2994,10126,10127],{"class":2996,"line":3079},[2994,10128,3076],{"emptyLinePlaceholder":3075},[2994,10130,10131],{"class":2996,"line":3216},[2994,10132,10133],{"class":3000},"// Елементи з однаковим hash потрапляють на один потік\n",[3278,10135,10137],{"id":10136},"plinq-performance-tips","PLINQ Performance Tips",[2964,10139,10140,3125],{},[2976,10141,10142],{},"✅ DO",[4669,10144,10145,10148,10156,10161],{},[3255,10146,10147],{},"Використовуйте PLINQ для CPU-bound операцій з великими колекціями (10,000+ елементів)",[3255,10149,10150,10151,9308,10153,10155],{},"Використовуйте ",[2968,10152,9307],{},[2968,10154,9311],{}," якщо результати не потрібні",[3255,10157,10150,10158,10160],{},[2968,10159,8128],{}," тільки коли порядок дійсно важливий",[3255,10162,10163],{},"Тестуйте performance — не всі запити стають швидшими з PLINQ",[2964,10165,10166,3125],{},[2976,10167,10168],{},"❌ DON'T",[4669,10170,10171,10174,10177,10182],{},[3255,10172,10173],{},"Не використовуйте PLINQ для швидких операцій (overhead > виграш)",[3255,10175,10176],{},"Не використовуйте PLINQ для малих колекцій (\u003C1,000 елементів)",[3255,10178,10179,10180,3751],{},"Не використовуйте PLINQ для I/O-bound операцій (використовуйте ",[2968,10181,6570],{},[3255,10183,10184],{},"Не використовуйте PLINQ якщо операції мають великий shared state з contention",[3278,10186,10188],{"id":10187},"benchmark-linq-vs-plinq","Benchmark: LINQ vs PLINQ",[2985,10190,10193],{"className":2987,"code":10191,"filename":10192,"language":2989,"meta":3296,"style":2990},"using System.Linq;\nusing System.Diagnostics;\n\nint[] numbers = Enumerable.Range(1, 10_000_000).ToArray();\n\n// LINQ\nvar sw1 = Stopwatch.StartNew();\nvar result1 = numbers\n    .Where(n => n % 2 == 0)\n    .Select(n => n * n)\n    .Sum();\nsw1.Stop();\n\n// PLINQ\nvar sw2 = Stopwatch.StartNew();\nvar result2 = numbers\n    .AsParallel()\n    .Where(n => n % 2 == 0)\n    .Select(n => n * n)\n    .Sum();\nsw2.Stop();\n\nConsole.WriteLine($\"LINQ: {sw1.ElapsedMilliseconds}ms, результат: {result1}\");\nConsole.WriteLine($\"PLINQ: {sw2.ElapsedMilliseconds}ms, результат: {result2}\");\nConsole.WriteLine($\"Прискорення: {sw1.ElapsedMilliseconds / (double)sw2.ElapsedMilliseconds:F1}x\");\n","LinqVsPlinqBenchmark.cs",[2968,10194,10195,10207,10219,10223,10253,10257,10262,10278,10288,10312,10332,10340,10350,10354,10359,10375,10385,10393,10417,10437,10445,10455,10459,10494,10528],{"__ignoreMap":2990},[2994,10196,10197,10199,10201,10203,10205],{"class":2996,"line":2997},[2994,10198,3303],{"class":3190},[2994,10200,3306],{"class":3007},[2994,10202,3089],{"class":3014},[2994,10204,7626],{"class":3007},[2994,10206,3235],{"class":3014},[2994,10208,10209,10211,10213,10215,10217],{"class":2996,"line":3004},[2994,10210,3303],{"class":3190},[2994,10212,3306],{"class":3007},[2994,10214,3089],{"class":3014},[2994,10216,3329],{"class":3007},[2994,10218,3235],{"class":3014},[2994,10220,10221],{"class":2996,"line":3032},[2994,10222,3076],{"emptyLinePlaceholder":3075},[2994,10224,10225,10227,10229,10231,10233,10235,10237,10239,10241,10243,10245,10247,10249,10251],{"class":2996,"line":3052},[2994,10226,3140],{"class":3082},[2994,10228,3143],{"class":3014},[2994,10230,3146],{"class":3010},[2994,10232,3015],{"class":3014},[2994,10234,3151],{"class":3010},[2994,10236,3089],{"class":3014},[2994,10238,3156],{"class":3018},[2994,10240,3022],{"class":3014},[2994,10242,3162],{"class":3161},[2994,10244,3100],{"class":3014},[2994,10246,5715],{"class":3161},[2994,10248,3170],{"class":3014},[2994,10250,3173],{"class":3018},[2994,10252,3176],{"class":3014},[2994,10254,10255],{"class":2996,"line":3072},[2994,10256,3076],{"emptyLinePlaceholder":3075},[2994,10258,10259],{"class":2996,"line":3079},[2994,10260,10261],{"class":3000},"// LINQ\n",[2994,10263,10264,10266,10268,10270,10272,10274,10276],{"class":2996,"line":3216},[2994,10265,3482],{"class":3082},[2994,10267,3485],{"class":3010},[2994,10269,3015],{"class":3014},[2994,10271,3490],{"class":3010},[2994,10273,3089],{"class":3014},[2994,10275,3495],{"class":3018},[2994,10277,3176],{"class":3014},[2994,10279,10280,10282,10284,10286],{"class":2996,"line":3238},[2994,10281,3482],{"class":3082},[2994,10283,7706],{"class":3010},[2994,10285,3015],{"class":3014},[2994,10287,7518],{"class":3010},[2994,10289,10290,10292,10294,10296,10298,10300,10302,10304,10306,10308,10310],{"class":2996,"line":3244},[2994,10291,7523],{"class":3014},[2994,10293,7535],{"class":3018},[2994,10295,3022],{"class":3014},[2994,10297,7085],{"class":3010},[2994,10299,7088],{"class":3014},[2994,10301,7085],{"class":3010},[2994,10303,7445],{"class":3014},[2994,10305,7013],{"class":3161},[2994,10307,5319],{"class":3014},[2994,10309,3377],{"class":3161},[2994,10311,3208],{"class":3014},[2994,10313,10314,10316,10318,10320,10322,10324,10326,10328,10330],{"class":2996,"line":3443},[2994,10315,7523],{"class":3014},[2994,10317,7560],{"class":3018},[2994,10319,3022],{"class":3014},[2994,10321,7085],{"class":3010},[2994,10323,7088],{"class":3014},[2994,10325,7085],{"class":3010},[2994,10327,3230],{"class":3014},[2994,10329,7085],{"class":3010},[2994,10331,3208],{"class":3014},[2994,10333,10334,10336,10338],{"class":2996,"line":3448},[2994,10335,7523],{"class":3014},[2994,10337,9798],{"class":3018},[2994,10339,3176],{"class":3014},[2994,10341,10342,10344,10346,10348],{"class":2996,"line":3453},[2994,10343,3555],{"class":3010},[2994,10345,3089],{"class":3014},[2994,10347,3560],{"class":3018},[2994,10349,3176],{"class":3014},[2994,10351,10352],{"class":2996,"line":3468},[2994,10353,3076],{"emptyLinePlaceholder":3075},[2994,10355,10356],{"class":2996,"line":3473},[2994,10357,10358],{"class":3000},"// PLINQ\n",[2994,10360,10361,10363,10365,10367,10369,10371,10373],{"class":2996,"line":3479},[2994,10362,3482],{"class":3082},[2994,10364,3616],{"class":3010},[2994,10366,3015],{"class":3014},[2994,10368,3490],{"class":3010},[2994,10370,3089],{"class":3014},[2994,10372,3495],{"class":3018},[2994,10374,3176],{"class":3014},[2994,10376,10377,10379,10381,10383],{"class":2996,"line":3500},[2994,10378,3482],{"class":3082},[2994,10380,7824],{"class":3010},[2994,10382,3015],{"class":3014},[2994,10384,7518],{"class":3010},[2994,10386,10387,10389,10391],{"class":2996,"line":3530},[2994,10388,7523],{"class":3014},[2994,10390,7526],{"class":3018},[2994,10392,6217],{"class":3014},[2994,10394,10395,10397,10399,10401,10403,10405,10407,10409,10411,10413,10415],{"class":2996,"line":3535},[2994,10396,7523],{"class":3014},[2994,10398,7535],{"class":3018},[2994,10400,3022],{"class":3014},[2994,10402,7085],{"class":3010},[2994,10404,7088],{"class":3014},[2994,10406,7085],{"class":3010},[2994,10408,7445],{"class":3014},[2994,10410,7013],{"class":3161},[2994,10412,5319],{"class":3014},[2994,10414,3377],{"class":3161},[2994,10416,3208],{"class":3014},[2994,10418,10419,10421,10423,10425,10427,10429,10431,10433,10435],{"class":2996,"line":3547},[2994,10420,7523],{"class":3014},[2994,10422,7560],{"class":3018},[2994,10424,3022],{"class":3014},[2994,10426,7085],{"class":3010},[2994,10428,7088],{"class":3014},[2994,10430,7085],{"class":3010},[2994,10432,3230],{"class":3014},[2994,10434,7085],{"class":3010},[2994,10436,3208],{"class":3014},[2994,10438,10439,10441,10443],{"class":2996,"line":3552},[2994,10440,7523],{"class":3014},[2994,10442,9798],{"class":3018},[2994,10444,3176],{"class":3014},[2994,10446,10447,10449,10451,10453],{"class":2996,"line":3565},[2994,10448,3679],{"class":3010},[2994,10450,3089],{"class":3014},[2994,10452,3560],{"class":3018},[2994,10454,3176],{"class":3014},[2994,10456,10457],{"class":2996,"line":3600},[2994,10458,3076],{"emptyLinePlaceholder":3075},[2994,10460,10461,10463,10465,10467,10469,10471,10473,10475,10477,10479,10481,10484,10486,10488,10490,10492],{"class":2996,"line":3605},[2994,10462,3568],{"class":3010},[2994,10464,3089],{"class":3014},[2994,10466,3573],{"class":3018},[2994,10468,3022],{"class":3014},[2994,10470,7763],{"class":3025},[2994,10472,3582],{"class":3581},[2994,10474,3555],{"class":3010},[2994,10476,3089],{"class":3581},[2994,10478,3589],{"class":3010},[2994,10480,3592],{"class":3581},[2994,10482,10483],{"class":3025},"ms, результат: ",[2994,10485,3582],{"class":3581},[2994,10487,7781],{"class":3010},[2994,10489,3592],{"class":3581},[2994,10491,3946],{"class":3025},[2994,10493,3029],{"class":3014},[2994,10495,10496,10498,10500,10502,10504,10506,10508,10510,10512,10514,10516,10518,10520,10522,10524,10526],{"class":2996,"line":3611},[2994,10497,3568],{"class":3010},[2994,10499,3089],{"class":3014},[2994,10501,3573],{"class":3018},[2994,10503,3022],{"class":3014},[2994,10505,7891],{"class":3025},[2994,10507,3582],{"class":3581},[2994,10509,3679],{"class":3010},[2994,10511,3089],{"class":3581},[2994,10513,3589],{"class":3010},[2994,10515,3592],{"class":3581},[2994,10517,10483],{"class":3025},[2994,10519,3582],{"class":3581},[2994,10521,7908],{"class":3010},[2994,10523,3592],{"class":3581},[2994,10525,3946],{"class":3025},[2994,10527,3029],{"class":3014},[2994,10529,10530,10532,10534,10536,10538,10540,10542,10544,10546,10548,10550,10552,10554,10556,10558,10560,10562,10564,10566,10568,10570],{"class":2996,"line":3629},[2994,10531,3568],{"class":3010},[2994,10533,3089],{"class":3014},[2994,10535,3573],{"class":3018},[2994,10537,3022],{"class":3014},[2994,10539,3732],{"class":3025},[2994,10541,3582],{"class":3581},[2994,10543,3555],{"class":3010},[2994,10545,3089],{"class":3581},[2994,10547,3589],{"class":3010},[2994,10549,3743],{"class":3014},[2994,10551,3194],{"class":3581},[2994,10553,3748],{"class":3082},[2994,10555,3751],{"class":3581},[2994,10557,3679],{"class":3010},[2994,10559,3089],{"class":3581},[2994,10561,3589],{"class":3010},[2994,10563,3125],{"class":3014},[2994,10565,3762],{"class":3010},[2994,10567,3592],{"class":3581},[2994,10569,3767],{"class":3025},[2994,10571,3029],{"class":3014},[3771,10573,10575,10583,10590],{"title":10574},"LINQ vs PLINQ Benchmark",[3775,10576,8094,10578,10582],{"className":10577},[2996],[2994,10579,10581],{"className":10580},[3782,3783],"847ms",", результат: 83333333500000",[3775,10584,8103,10586,10582],{"className":10585},[2996],[2994,10587,10589],{"className":10588},[3792,3783],"142ms",[3775,10591,3797,10593],{"className":10592},[2996],[2994,10594,10596],{"className":10595},[3801,3783],"6.0x",[3271,10598],{},[2959,10600,10602],{"id":10601},"_8-практичні-завдання","8. Практичні Завдання",[3278,10604,10606],{"id":10605},"рівень-1-parallel-file-processor-з-cancellationtoken","Рівень 1: Parallel File Processor з CancellationToken",[2964,10608,10609],{},"Створіть утиліту для паралельної обробки файлів у директорії з підтримкою скасування.",[2964,10611,10612,3125],{},[2976,10613,10614],{},"Вимоги",[4669,10616,10617,10624,10627,10633],{},[3255,10618,10619,10620,10623],{},"Знайти всі ",[2968,10621,10622],{},".txt"," файли у директорії",[3255,10625,10626],{},"Паралельно прочитати кожен файл та підрахувати кількість слів",[3255,10628,10629,10630,10632],{},"Підтримка ",[2968,10631,4854],{}," для скасування",[3255,10634,10635],{},"Вивести прогрес обробки",[2985,10637,10639],{"className":2987,"code":10638,"language":2989,"meta":2990,"style":2990},"// Приклад використання:\nusing var cts = new CancellationTokenSource();\n\n// Скасувати через 5 секунд\ncts.CancelAfter(TimeSpan.FromSeconds(5));\n\ntry\n{\n    var results = await ProcessFilesAsync(\"C:/Documents\", cts.Token);\n    \n    foreach (var (file, wordCount) in results)\n    {\n        Console.WriteLine($\"{file}: {wordCount} слів\");\n    }\n}\ncatch (OperationCanceledException)\n{\n    Console.WriteLine(\"Обробка скасована\");\n}\n",[2968,10640,10641,10646,10662,10666,10671,10696,10700,10704,10708,10736,10740,10768,10772,10803,10807,10811,10821,10825,10840],{"__ignoreMap":2990},[2994,10642,10643],{"class":2996,"line":2997},[2994,10644,10645],{"class":3000},"// Приклад використання:\n",[2994,10647,10648,10650,10652,10654,10656,10658,10660],{"class":2996,"line":3004},[2994,10649,3303],{"class":3190},[2994,10651,4788],{"class":3082},[2994,10653,4901],{"class":3010},[2994,10655,3015],{"class":3014},[2994,10657,3973],{"class":3082},[2994,10659,4908],{"class":3007},[2994,10661,3176],{"class":3014},[2994,10663,10664],{"class":2996,"line":3032},[2994,10665,3076],{"emptyLinePlaceholder":3075},[2994,10667,10668],{"class":2996,"line":3052},[2994,10669,10670],{"class":3000},"// Скасувати через 5 секунд\n",[2994,10672,10673,10675,10677,10680,10682,10685,10687,10690,10692,10694],{"class":2996,"line":3072},[2994,10674,4939],{"class":3010},[2994,10676,3089],{"class":3014},[2994,10678,10679],{"class":3018},"CancelAfter",[2994,10681,3022],{"class":3014},[2994,10683,10684],{"class":3010},"TimeSpan",[2994,10686,3089],{"class":3014},[2994,10688,10689],{"class":3018},"FromSeconds",[2994,10691,3022],{"class":3014},[2994,10693,4715],{"class":3161},[2994,10695,7098],{"class":3014},[2994,10697,10698],{"class":2996,"line":3079},[2994,10699,3076],{"emptyLinePlaceholder":3075},[2994,10701,10702],{"class":2996,"line":3216},[2994,10703,5021],{"class":3190},[2994,10705,10706],{"class":2996,"line":3238},[2994,10707,3213],{"class":3014},[2994,10709,10710,10712,10714,10716,10718,10721,10723,10726,10728,10730,10732,10734],{"class":2996,"line":3244},[2994,10711,8701],{"class":3082},[2994,10713,7398],{"class":3010},[2994,10715,3015],{"class":3014},[2994,10717,3083],{"class":3082},[2994,10719,10720],{"class":3018}," ProcessFilesAsync",[2994,10722,3022],{"class":3014},[2994,10724,10725],{"class":3025},"\"C:/Documents\"",[2994,10727,3100],{"class":3014},[2994,10729,4939],{"class":3010},[2994,10731,3089],{"class":3014},[2994,10733,8746],{"class":3010},[2994,10735,3029],{"class":3014},[2994,10737,10738],{"class":2996,"line":3443},[2994,10739,4512],{"class":3014},[2994,10741,10742,10745,10747,10749,10751,10754,10756,10759,10761,10764,10766],{"class":2996,"line":3448},[2994,10743,10744],{"class":3190},"    foreach",[2994,10746,3194],{"class":3014},[2994,10748,3482],{"class":3082},[2994,10750,3194],{"class":3014},[2994,10752,10753],{"class":3010},"file",[2994,10755,3100],{"class":3014},[2994,10757,10758],{"class":3010},"wordCount",[2994,10760,8008],{"class":3014},[2994,10762,10763],{"class":3190},"in",[2994,10765,7398],{"class":3010},[2994,10767,3208],{"class":3014},[2994,10769,10770],{"class":2996,"line":3453},[2994,10771,5057],{"class":3014},[2994,10773,10774,10776,10778,10780,10782,10784,10786,10788,10790,10792,10794,10796,10798,10801],{"class":2996,"line":3468},[2994,10775,5082],{"class":3010},[2994,10777,3089],{"class":3014},[2994,10779,3573],{"class":3018},[2994,10781,3022],{"class":3014},[2994,10783,4352],{"class":3025},[2994,10785,3582],{"class":3581},[2994,10787,10753],{"class":3010},[2994,10789,3592],{"class":3581},[2994,10791,3877],{"class":3025},[2994,10793,3582],{"class":3581},[2994,10795,10758],{"class":3010},[2994,10797,3592],{"class":3581},[2994,10799,10800],{"class":3025}," слів\"",[2994,10802,3029],{"class":3014},[2994,10804,10805],{"class":2996,"line":3473},[2994,10806,5369],{"class":3014},[2994,10808,10809],{"class":2996,"line":3479},[2994,10810,3247],{"class":3014},[2994,10812,10813,10815,10817,10819],{"class":2996,"line":3500},[2994,10814,5114],{"class":3190},[2994,10816,3194],{"class":3014},[2994,10818,5119],{"class":3007},[2994,10820,3208],{"class":3014},[2994,10822,10823],{"class":2996,"line":3530},[2994,10824,3213],{"class":3014},[2994,10826,10827,10829,10831,10833,10835,10838],{"class":2996,"line":3535},[2994,10828,3908],{"class":3010},[2994,10830,3089],{"class":3014},[2994,10832,3573],{"class":3018},[2994,10834,3022],{"class":3014},[2994,10836,10837],{"class":3025},"\"Обробка скасована\"",[2994,10839,3029],{"class":3014},[2994,10841,10842],{"class":2996,"line":3547},[2994,10843,3247],{"class":3014},[3278,10845,10847],{"id":10846},"рівень-2-monte-carlo-π-calculation-з-parallel-та-plinq","Рівень 2: Monte Carlo π Calculation з Parallel та PLINQ",[2964,10849,10850,10851,10854],{},"Обчисліть число π методом Монте-Карло використовуючи ",[2968,10852,10853],{},"Parallel.For"," та PLINQ. Порівняйте performance.",[2964,10856,10857,3125],{},[2976,10858,10859],{},"Алгоритм",[3252,10861,10862,10871,10874],{},[3255,10863,10864,10865,10868,10869],{},"Генеруємо N випадкових точок у квадраті ",[2994,10866,10867],{},"0,1"," × ",[2994,10870,10867],{},[3255,10872,10873],{},"Підраховуємо скільки точок потрапили у чверть кола радіусом 1",[3255,10875,10876],{},"π ≈ 4 × (кількість точок у колі) / (загальна кількість точок)",[2964,10878,10879,3125],{},[2976,10880,10614],{},[4669,10882,10883,10889,10892,10895],{},[3255,10884,10885,10886,10888],{},"Реалізувати через ",[2968,10887,10853],{}," з thread-local state",[3255,10890,10891],{},"Реалізувати через PLINQ",[3255,10893,10894],{},"Benchmark обох підходів",[3255,10896,10897],{},"N = 100,000,000 точок",[3278,10899,10901],{"id":10900},"рівень-3-mapreduce-framework-з-taskwhenall","Рівень 3: MapReduce Framework з Task.WhenAll",[2964,10903,10904],{},"Створіть спрощений MapReduce framework для паралельної обробки великих текстових файлів.",[2964,10906,10907,3125],{},[2976,10908,10614],{},[4669,10910,10911,10917,10923,10929,10933],{},[3255,10912,10913,10916],{},[2976,10914,10915],{},"Map phase",": розбити файл на chunks, паралельно обробити кожен chunk (підрахувати частоту слів)",[3255,10918,10919,10922],{},[2976,10920,10921],{},"Reduce phase",": об'єднати результати з усіх chunks",[3255,10924,10925,10926,10928],{},"Використовувати ",[2968,10927,6556],{}," для координації",[3255,10930,10629,10931],{},[2968,10932,4854],{},[3255,10934,10935],{},"Progress reporting",[2985,10937,10939],{"className":2987,"code":10938,"language":2989,"meta":2990,"style":2990},"// Приклад використання:\nvar mapReduce = new MapReduceEngine();\n\nvar wordFrequency = await mapReduce.ProcessFileAsync(\n    filePath: \"large-text.txt\",\n    chunkSize: 1024 * 1024,  // 1 MB chunks\n    cancellationToken: cts.Token,\n    progress: new Progress\u003Cdouble>(p => Console.WriteLine($\"Прогрес: {p:P0}\"))\n);\n\n// Топ 10 найчастіших слів\nvar top10 = wordFrequency\n    .OrderByDescending(kvp => kvp.Value)\n    .Take(10);\n\nforeach (var (word, count) in top10)\n{\n    Console.WriteLine($\"{word}: {count}\");\n}\n",[2968,10940,10941,10945,10961,10965,10985,10997,11016,11031,11080,11084,11088,11093,11105,11128,11141,11145,11171,11175,11205],{"__ignoreMap":2990},[2994,10942,10943],{"class":2996,"line":2997},[2994,10944,10645],{"class":3000},[2994,10946,10947,10949,10952,10954,10956,10959],{"class":2996,"line":3004},[2994,10948,3482],{"class":3082},[2994,10950,10951],{"class":3010}," mapReduce",[2994,10953,3015],{"class":3014},[2994,10955,3973],{"class":3082},[2994,10957,10958],{"class":3007}," MapReduceEngine",[2994,10960,3176],{"class":3014},[2994,10962,10963],{"class":2996,"line":3032},[2994,10964,3076],{"emptyLinePlaceholder":3075},[2994,10966,10967,10969,10972,10974,10976,10978,10980,10983],{"class":2996,"line":3052},[2994,10968,3482],{"class":3082},[2994,10970,10971],{"class":3010}," wordFrequency",[2994,10973,3015],{"class":3014},[2994,10975,3083],{"class":3082},[2994,10977,10951],{"class":3010},[2994,10979,3089],{"class":3014},[2994,10981,10982],{"class":3018},"ProcessFileAsync",[2994,10984,5935],{"class":3014},[2994,10986,10987,10990,10992,10995],{"class":2996,"line":3072},[2994,10988,10989],{"class":3010},"    filePath",[2994,10991,3877],{"class":3014},[2994,10993,10994],{"class":3025},"\"large-text.txt\"",[2994,10996,4231],{"class":3014},[2994,10998,10999,11002,11004,11007,11009,11011,11013],{"class":2996,"line":3079},[2994,11000,11001],{"class":3010},"    chunkSize",[2994,11003,3877],{"class":3014},[2994,11005,11006],{"class":3161},"1024",[2994,11008,3230],{"class":3014},[2994,11010,11006],{"class":3161},[2994,11012,9641],{"class":3014},[2994,11014,11015],{"class":3000},"// 1 MB chunks\n",[2994,11017,11018,11021,11023,11025,11027,11029],{"class":2996,"line":3216},[2994,11019,11020],{"class":3010},"    cancellationToken",[2994,11022,3877],{"class":3014},[2994,11024,4939],{"class":3010},[2994,11026,3089],{"class":3014},[2994,11028,8746],{"class":3010},[2994,11030,4231],{"class":3014},[2994,11032,11033,11036,11038,11040,11043,11045,11047,11050,11052,11054,11056,11058,11060,11062,11065,11067,11069,11071,11074,11076,11078],{"class":2996,"line":3238},[2994,11034,11035],{"class":3010},"    progress",[2994,11037,3877],{"class":3014},[2994,11039,3973],{"class":3082},[2994,11041,11042],{"class":3007}," Progress",[2994,11044,6608],{"class":3014},[2994,11046,3748],{"class":3082},[2994,11048,11049],{"class":3014},">(",[2994,11051,2964],{"class":3010},[2994,11053,7088],{"class":3014},[2994,11055,3568],{"class":3010},[2994,11057,3089],{"class":3014},[2994,11059,3573],{"class":3018},[2994,11061,3022],{"class":3014},[2994,11063,11064],{"class":3025},"$\"Прогрес: ",[2994,11066,3582],{"class":3581},[2994,11068,2964],{"class":3010},[2994,11070,3125],{"class":3014},[2994,11072,11073],{"class":3010},"P0",[2994,11075,3592],{"class":3581},[2994,11077,3946],{"class":3025},[2994,11079,7732],{"class":3014},[2994,11081,11082],{"class":2996,"line":3244},[2994,11083,3029],{"class":3014},[2994,11085,11086],{"class":2996,"line":3443},[2994,11087,3076],{"emptyLinePlaceholder":3075},[2994,11089,11090],{"class":2996,"line":3448},[2994,11091,11092],{"class":3000},"// Топ 10 найчастіших слів\n",[2994,11094,11095,11097,11100,11102],{"class":2996,"line":3453},[2994,11096,3482],{"class":3082},[2994,11098,11099],{"class":3010}," top10",[2994,11101,3015],{"class":3014},[2994,11103,11104],{"class":3010},"wordFrequency\n",[2994,11106,11107,11109,11112,11114,11117,11119,11121,11123,11126],{"class":2996,"line":3468},[2994,11108,7523],{"class":3014},[2994,11110,11111],{"class":3018},"OrderByDescending",[2994,11113,3022],{"class":3014},[2994,11115,11116],{"class":3010},"kvp",[2994,11118,7088],{"class":3014},[2994,11120,11116],{"class":3010},[2994,11122,3089],{"class":3014},[2994,11124,11125],{"class":3010},"Value",[2994,11127,3208],{"class":3014},[2994,11129,11130,11132,11135,11137,11139],{"class":2996,"line":3473},[2994,11131,7523],{"class":3014},[2994,11133,11134],{"class":3018},"Take",[2994,11136,3022],{"class":3014},[2994,11138,10111],{"class":3161},[2994,11140,3029],{"class":3014},[2994,11142,11143],{"class":2996,"line":3479},[2994,11144,3076],{"emptyLinePlaceholder":3075},[2994,11146,11147,11149,11151,11153,11155,11158,11160,11163,11165,11167,11169],{"class":2996,"line":3500},[2994,11148,3191],{"class":3190},[2994,11150,3194],{"class":3014},[2994,11152,3482],{"class":3082},[2994,11154,3194],{"class":3014},[2994,11156,11157],{"class":3010},"word",[2994,11159,3100],{"class":3014},[2994,11161,11162],{"class":3010},"count",[2994,11164,8008],{"class":3014},[2994,11166,10763],{"class":3190},[2994,11168,11099],{"class":3010},[2994,11170,3208],{"class":3014},[2994,11172,11173],{"class":2996,"line":3530},[2994,11174,3213],{"class":3014},[2994,11176,11177,11179,11181,11183,11185,11187,11189,11191,11193,11195,11197,11199,11201,11203],{"class":2996,"line":3535},[2994,11178,3908],{"class":3010},[2994,11180,3089],{"class":3014},[2994,11182,3573],{"class":3018},[2994,11184,3022],{"class":3014},[2994,11186,4352],{"class":3025},[2994,11188,3582],{"class":3581},[2994,11190,11157],{"class":3010},[2994,11192,3592],{"class":3581},[2994,11194,3877],{"class":3025},[2994,11196,3582],{"class":3581},[2994,11198,11162],{"class":3010},[2994,11200,3592],{"class":3581},[2994,11202,3946],{"class":3025},[2994,11204,3029],{"class":3014},[2994,11206,11207],{"class":2996,"line":3547},[2994,11208,3247],{"class":3014},[3271,11210],{},[2964,11212,11213],{},"Це завершує матеріал про TPL, Parallel та PLINQ. Ви навчились працювати з Task, композицією задач, CancellationToken, exception handling, Parallel class та PLINQ для ефективної паралельної обробки даних.",[11215,11216,11217],"style",{},"html pre.shiki code .spJ8K, html code.shiki .spJ8K{--shiki-light:#008000;--shiki-default:#6A9955;--shiki-dark:#6A9955}html pre.shiki code .sN1BT, html code.shiki .sN1BT{--shiki-light:#267F99;--shiki-default:#4EC9B0;--shiki-dark:#4EC9B0}html pre.shiki code .siwwj, html code.shiki .siwwj{--shiki-light:#001080;--shiki-default:#9CDCFE;--shiki-dark:#9CDCFE}html pre.shiki code .sHH4Y, html code.shiki .sHH4Y{--shiki-light:#000000;--shiki-default:#D4D4D4;--shiki-dark:#D4D4D4}html pre.shiki code .s8Opu, html code.shiki .s8Opu{--shiki-light:#795E26;--shiki-default:#DCDCAA;--shiki-dark:#DCDCAA}html pre.shiki code .sbdoH, html code.shiki .sbdoH{--shiki-light:#A31515;--shiki-default:#CE9178;--shiki-dark:#CE9178}html pre.shiki code .su1O8, html code.shiki .su1O8{--shiki-light:#0000FF;--shiki-default:#569CD6;--shiki-dark:#569CD6}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html pre.shiki code .sJj4R, html code.shiki .sJj4R{--shiki-light:#098658;--shiki-default:#B5CEA8;--shiki-dark:#B5CEA8}html pre.shiki code .sCDza, html code.shiki .sCDza{--shiki-light:#AF00DB;--shiki-default:#CE92A4;--shiki-dark:#CE92A4}html pre.shiki code .sD7JJ, html code.shiki .sD7JJ{--shiki-light:#000000FF;--shiki-default:#D4D4D4;--shiki-dark:#D4D4D4}html pre.shiki code .sjcCO, html code.shiki .sjcCO{--shiki-light:#EE0000;--shiki-default:#D7BA7D;--shiki-dark:#D7BA7D}",{"title":2990,"searchDepth":3004,"depth":3004,"links":11219},[11220,11221,11232,11246],{"id":2961,"depth":3004,"text":2962},{"id":3275,"depth":3004,"text":3276,"children":11222},[11223,11224,11225,11226,11227,11228,11229,11230,11231],{"id":3280,"depth":3032,"text":3281},{"id":4050,"depth":3032,"text":4051},{"id":4428,"depth":3032,"text":4429},{"id":4845,"depth":3032,"text":4846},{"id":5163,"depth":3032,"text":5164},{"id":5671,"depth":3032,"text":5672},{"id":6157,"depth":3032,"text":6158},{"id":6559,"depth":3032,"text":6560},{"id":6946,"depth":3032,"text":6947},{"id":7353,"depth":3004,"text":7354,"children":11233},[11234,11235,11236,11237,11238,11239,11240,11241,11242,11243,11244,11245],{"id":7357,"depth":3032,"text":7358},{"id":7602,"depth":3032,"text":7603},{"id":8117,"depth":3032,"text":8118},{"id":8385,"depth":3032,"text":8386},{"id":8572,"depth":3032,"text":8573},{"id":8883,"depth":3032,"text":8884},{"id":9058,"depth":3032,"text":9059},{"id":9300,"depth":3032,"text":9301},{"id":9533,"depth":3032,"text":9534},{"id":9864,"depth":3032,"text":9865},{"id":10136,"depth":3032,"text":10137},{"id":10187,"depth":3032,"text":10188},{"id":10601,"depth":3004,"text":10602,"children":11247},[11248,11249,11250],{"id":10605,"depth":3032,"text":10606},{"id":10846,"depth":3032,"text":10847},{"id":10900,"depth":3032,"text":10901},"Глибокий академічний розбір Parallel.For/ForEach/Invoke, ParallelOptions, thread-local state, PLINQ (Parallel LINQ) з AsParallel, partitioning strategies та performance optimization. Теорія і практика паралельної обробки даних.","md",null,{},{"title":336,"description":11251},"2eiFuSwWw0ueVM-uqSAWuvYbioLtCfrGr3uVzE4JjTY",[11258,11260],{"title":332,"path":333,"stem":334,"description":11259,"children":-1},"Глибокий академічний розбір Task Parallel Library — еволюція від Thread до Task, Task\u003CT>, композиція через WhenAll/WhenAny, CancellationToken, exception handling та AggregateException. Теорія і практика сучасного паралелізму.",{"title":340,"path":341,"stem":342,"description":11261,"children":-1},"Глибокий академічний розбір async/await у C# — від проблеми блокуючого I/O до state machine під капотом. Історія асинхронності (APM, EAP, TAP), синтаксис async/await, return types, exception handling та best practices.",1777912543487]