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Изворен канал @pythonotes · Post #396 · 9 окт.

7.09.2025 состоялся релизPithon 3.14! На фоне хайпа про NoGIL всё позабыли про другие фичи. Особенно про Multiple Interpreters, который обещает изоляцию процессов но с эффективностью потоков! На сколько действительно это будет эффективно мы узнаем позже, потому что сейчас это лишь первый релиз с ограничениями и недоработками. Но что там про NoGIL? Теперь этот режим не экспериментальный, а официально поддерживаемый, но опциональный. Чтобы запустить без GIL нужна специальная сборка. И перед стартом нужно объявить переменную PYTHON_GIL=0 Для вас я собрал готовый репозиторий где достаточно запустить скрпит, который всё сделает: ▫️ соберет релизный Python 3.14 в новый Docker-образ ▫️ запустит тесты в контейнере (GIL, NoGIL, MultiInterpreter) ▫️ распечатает результаты Тест очень простой, усложняйте сами) Вот какие результаты у меня: === Running ThreadPoolExecutor GIL ON TOTAL TIME: 45.48 seconds === Running ThreadPoolExecutor GIL OFF TOTAL TIME: 6.14 seconds === Running basic Thread GIL ON TOTAL TIME: 45.54 seconds === Running basic Thread GIL OFF TOTAL TIME: 4.74 seconds === Running with Multi Interpreter TOTAL TIME: 18.30 seconds Если сравнивать GIL и NoGIL, то на мои 32 ядра прирост х7-x10 (почему не х32? 🤷). При этом нам обещают что скорости будут расти с новыми релизами. Режим без GIL похож (визуально) на async, тоже параллельно, тоже не по порядку. Но это не IO! и от того некоторый диссонанс в голове 😵‍💫, нас учили не так! Интересно, что чистый Thread работает быстрей чем ThreadPoolExecutor без GIL. Ну и где-то плачет один адепт мульти-интерпретаторов😭 Теперь нужно искать где они могут пригодиться с такой-то скоростью. Скорее всего своя область применения найдется. Отдельно я затестил память и вот что вышло на 32 потока: ThreadPoolExecutor GIL ON 305.228 MB ThreadPoolExecutor GIL OFF 500.176 MB basic Thread GIL ON 90.668 MB basic Thread GIL OFF 472.444 MB with Multi Interpreter 1267.788 MB Пока не знаю как к этому относиться) В целом - радует направление развития! #release

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AI match predictions

@ai_match_prediction · Post #11301 · 04.04.2026 г., 17:05

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Brazil Serie A🇧🇷 2026-04-04 21:30 UTC Sao Paulo vs. Cruzeiro Predicted outcome: Sao Paulo✅ Predicted score: 2:1 Actual: Sao Paulo 4:1 #SaoPaulo#Cruzeiro 2026-04-04 23:30 UTC Coritiba vs. Fluminense Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Coritiba#Fluminense 2026-04-05 00:00 UTC Vasco DA Gama vs. Botafogo Predicted outcome: Vasco DA Gama❌ Predicted score: 2:1 Actual: Botafogo 1:2 #VascoDAGama#Botafogo #Football#BrazilSerieA

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#saopaulo #cruzeiro #coritiba #fluminense #vascodagama #botafogo #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11993 · 09.05.2026 г., 13:05

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Brazil Serie A🇧🇷 2026-05-09 19:00 UTC Coritiba vs. Internacional Predicted outcome: Internacional❌ Predicted score: 1:2 Actual: Draw 2:2 #Coritiba#Internacional 2026-05-09 21:00 UTC Fluminense vs. Vitoria Predicted outcome: Fluminense❌ Predicted score: 2:1 Actual: Draw 2:2 #Fluminense#Vitoria 2026-05-10 00:00 UTC Bahia vs. Cruzeiro Predicted outcome: Bahia❌ Predicted score: 2:1 Actual: Cruzeiro 1:2 #Bahia#Cruzeiro #Football#BrazilSerieA

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#coritiba #internacional #fluminense #vitoria #bahia #cruzeiro #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11581 · 18.04.2026 г., 17:05

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Brazil Serie A🇧🇷 2026-04-18 21:30 UTC Chapecoense-sc vs. Botafogo Predicted outcome: Botafogo✅ Predicted score: 1:2 Actual: Botafogo 1:4 #Chapecoensesc#Botafogo 2026-04-18 21:30 UTC Vasco DA Gama vs. Sao Paulo Predicted outcome: Vasco DA Gama✅ Predicted score: 2:1 Actual: Vasco DA Gama 2:1 #VascoDAGama#SaoPaulo 2026-04-18 23:00 UTC Vitoria vs. Corinthians Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #Vitoria#Corinthians 2026-04-18 23:30 UTC Cruzeiro vs. Gremio Predicted outcome: Cruzeiro✅ Predicted score: 2:1 Actual: Cruzeiro 2:0 #Cruzeiro#Gremio #Football#BrazilSerieA

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#chapecoensesc #botafogo #vascodagama #saopaulo #vitoria #corinthians #cruzeiro #gremio #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11745 · 25.04.2026 г., 17:05

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Brazil Serie A🇧🇷 2026-04-25 21:30 UTC Bahia vs. Santos Predicted outcome: Bahia❌ Predicted score: 2:1 Actual: Draw 2:2 #Bahia#Santos 2026-04-25 21:30 UTC Botafogo vs. Internacional Predicted outcome: Botafogo❌ Predicted score: 2:1 Actual: Draw 2:2 #Botafogo#Internacional 2026-04-25 21:30 UTC Remo vs. Cruzeiro Predicted outcome: Cruzeiro✅ Predicted score: 0:1 Actual: Cruzeiro 0:1 #remo#Cruzeiro 2026-04-26 00:00 UTC Sao Paulo vs. Mirassol Predicted outcome: Sao Paulo✅ Predicted score: 2:1 Actual: Sao Paulo 1:0 #SaoPaulo#Mirassol #Football#BrazilSerieA

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#bahia #santos #botafogo #internacional #remo #cruzeiro #saopaulo #mirassol #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11522 · 15.04.2026 г., 17:05

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CONMEBOL Libertadores🌎 2026-04-15 22:00 UTC Cruzeiro vs. U. Catolica Predicted outcome: Cruzeiro❌ Predicted score: 1:0 Actual: U. Catolica 1:2 #Cruzeiro#UCatolica 2026-04-15 22:00 UTC Libertad Asuncion vs. Rosario Central Predicted outcome: Draw❌ Predicted score: 0:0 Actual: Rosario Central 0:1 #LibertadAsuncion#RosarioCentral 2026-04-16 00:30 UTC Fluminense vs. Independ. Rivadavia Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Independ. Rivadavia 1:2 #Fluminense#IndependienteRivadavia 2026-04-16 00:30 UTC Corinthians vs. Santa Fe Predicted outcome: Corinthians✅ Predicted score: 2:0 Actual: Corinthians 2:0 #Corinthians#SantaFe 2026-04-16 02:00 UTC Independiente del Valle vs. UCV Predicted outcome: UCV❌ Predicted score: 1:2 Actual: Independiente del Valle 3:1 #IndependientedelValle#UCV #Football#CopaLibertadores

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#cruzeiro #ucatolica #libertadasuncion #rosariocentral #fluminense #independienterivadavia #corinthians #santafe #independientedelvalle #ucv #football #copalibertadores

AI match predictions

@ai_match_prediction · Post #11475 · 12.04.2026 г., 09:05

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Brazil Serie A🇧🇷 2026-04-12 14:00 UTC Atletico Paranaense vs. Chapecoense-sc Predicted outcome: Atletico Paranaense✅ Predicted score: 3:0 Actual: Atletico Paranaense 2:0 #AtleticoParanaense#Chapecoensesc 2026-04-12 19:00 UTC Botafogo vs. Coritiba Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 2:2 #Botafogo#Coritiba 2026-04-12 21:00 UTC Fluminense vs. Flamengo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Flamengo 1:2 #Fluminense#Flamengo 2026-04-12 21:30 UTC Corinthians vs. Palmeiras Predicted outcome: Palmeiras❌ Predicted score: 1:2 Actual: Draw 0:0 #Corinthians#Palmeiras 2026-04-12 21:30 UTC Cruzeiro vs. RB Bragantino Predicted outcome: Cruzeiro✅ Predicted score: 2:1 Actual: Cruzeiro 2:1 #Cruzeiro#RBBragantino #Football#BrazilSerieA

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#atleticoparanaense #chapecoensesc #botafogo #coritiba #fluminense #flamengo #corinthians #palmeiras #cruzeiro #rbbragantino #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11864 · 02.05.2026 г., 13:05

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Brazil Serie A🇧🇷 2026-05-02 19:00 UTC Botafogo vs. Remo Predicted outcome: Botafogo❌ Predicted score: 3:1 Actual: Remo 1:2 #Botafogo#remo 2026-05-02 21:30 UTC Palmeiras vs. Santos Predicted outcome: Palmeiras❌ Predicted score: 2:1 Actual: Draw 1:1 #Palmeiras#Santos 2026-05-02 21:30 UTC Vitoria vs. Coritiba Predicted outcome: Coritiba❌ Predicted score: 1:2 Actual: Vitoria 4:1 #Vitoria#Coritiba 2026-05-02 23:30 UTC Atletico Paranaense vs. Gremio Predicted outcome: Atletico Paranaense❌ Predicted score: 2:1 Actual: Draw 0:0 #AtleticoParanaense#Gremio 2026-05-03 00:00 UTC Cruzeiro vs. Atletico-MG Predicted outcome: Cruzeiro❌ Predicted score: 2:1 Actual: Atletico-MG 1:3 #Cruzeiro#AtleticoMG #Football#BrazilSerieA

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#botafogo #remo #palmeiras #santos #vitoria #coritiba #atleticoparanaense #gremio #cruzeiro #atleticomg #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11802 · 28.04.2026 г., 17:05

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CONMEBOL Libertadores🌎 2026-04-28 22:00 UTC Lanus vs. LDU de Quito Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Lanus 1:0 #Lanus#LDUdeQuito 2026-04-28 22:00 UTC Libertad Asuncion vs. Independiente del Valle Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Independiente del Valle 2:3 #LibertadAsuncion#IndependientedelValle 2026-04-29 00:00 UTC UCV vs. Rosario Central Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Rosario Central 0:3 #UCV#RosarioCentral 2026-04-29 00:30 UTC Cruzeiro vs. Boca Juniors Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Cruzeiro 1:0 #Cruzeiro#BocaJuniors 2026-04-29 02:00 UTC Deportes Tolima vs. Coquimbo Unido Predicted outcome: Deportes Tolima✅ Predicted score: 2:1 Actual: Deportes Tolima 3:0 #DeportesTolima#CoquimboUnido 2026-04-29 02:00 UTC Sporting Cristal vs. Junior Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sporting Cristal 2:0 #SportingCristal#Junior #Football#CopaLibertadores

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#lanus #ldudequito #libertadasuncion #independientedelvalle #ucv #rosariocentral #cruzeiro #bocajuniors #deportestolima #coquimbounido #sportingcristal #junior #football #copalibertadores

AI match predictions

@ai_match_prediction · Post #11367 · 07.04.2026 г., 17:05

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CONMEBOL Libertadores🌎 2026-04-07 22:00 UTC Independ. Rivadavia vs. Bolívar Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Independ. Rivadavia 1:0 #IndependienteRivadavia#Bolvar 2026-04-07 22:00 UTC Deportivo La Guaira vs. Fluminense Predicted outcome: Fluminense❌ Predicted score: 1:2 Actual: Draw 0:0 #DeportivoLaGuaira#Fluminense 2026-04-08 00:00 UTC Barcelona SC vs. Cruzeiro Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Cruzeiro 0:1 #BarcelonaSC#Cruzeiro 2026-04-08 00:00 UTC Always Ready vs. LDU de Quito Predicted outcome: LDU de Quito✅ Predicted score: 0:1 Actual: LDU de Quito 0:1 #AlwaysReady#LDUdeQuito 2026-04-08 00:30 UTC U. Catolica vs. Boca Juniors Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Boca Juniors 1:2 #UCatolica#BocaJuniors 2026-04-08 02:00 UTC Deportes Tolima vs. Universitario Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #DeportesTolima#Universitario #Football#CopaLibertadores

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#independienterivadavia #bolvar #deportivolaguaira #fluminense #barcelonasc #cruzeiro #alwaysready #ldudequito #ucatolica #bocajuniors #deportestolima #universitario #football #copalibertadores

AI match predictions

@ai_match_prediction · Post #11946 · 06.05.2026 г., 17:05

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CONMEBOL Libertadores🌎 2026-05-06 22:00 UTC Deportivo La Guaira vs. Bolívar Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #DeportivoLaGuaira#Bolvar 2026-05-06 22:00 UTC Cusco vs. Estudiantes L.P. Predicted outcome: Estudiantes L.P.❌ Predicted score: 0:2 Actual: Draw 1:1 #Cusco#EstudiantesLP 2026-05-07 00:30 UTC Independ. Rivadavia vs. Fluminense Predicted outcome: Independ. Rivadavia❌ Predicted score: 3:0 Actual: Draw 1:1 #IndependienteRivadavia#Fluminense 2026-05-07 00:30 UTC Santa Fe vs. Corinthians Predicted outcome: Corinthians❌ Predicted score: 0:2 Actual: Draw 1:1 #SantaFe#Corinthians 2026-05-07 02:00 UTC Deportes Tolima vs. Club Nacional Predicted outcome: Deportes Tolima✅ Predicted score: 3:1 Actual: Deportes Tolima 3:0 #DeportesTolima#ClubNacional 2026-05-07 02:00 UTC U. Catolica vs. Cruzeiro Predicted outcome: Cruzeiro❌ Predicted score: 1:2 Actual: Draw 0:0 #UCatolica#Cruzeiro #Football#CopaLibertadores

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#deportivolaguaira #bolvar #cusco #estudianteslp #independienterivadavia #fluminense #santafe #corinthians #deportestolima #clubnacional #ucatolica #cruzeiro #football #copalibertadores

AI match predictions

@ai_match_prediction · Post #11239 · 01.04.2026 г., 17:05

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Brazil Serie A🇧🇷 2026-04-01 22:30 UTC Internacional vs. Sao Paulo Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Internacional#SaoPaulo 2026-04-01 22:30 UTC Botafogo vs. Mirassol Predicted outcome: Botafogo✅ Predicted score: 2:1 Actual: Botafogo 3:2 #Botafogo#Mirassol 2026-04-01 23:00 UTC Bahia vs. Atletico Paranaense Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Bahia 3:0 #Bahia#AtleticoParanaense 2026-04-01 23:00 UTC Cruzeiro vs. Vitoria Predicted outcome: Cruzeiro✅ Predicted score: 2:1 Actual: Cruzeiro 3:0 #Cruzeiro#Vitoria 2026-04-01 23:30 UTC Coritiba vs. Vasco DA Gama Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Coritiba#VascoDAGama 2026-04-02 00:30 UTC Fluminense vs. Corinthians Predicted outcome: Fluminense✅ Predicted score: 2:1 Actual: Fluminense 3:1 #Fluminense#Corinthians #Football#BrazilSerieA

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#internacional #saopaulo #botafogo #mirassol #bahia #atleticoparanaense #cruzeiro #vitoria #coritiba #vascodagama #fluminense #corinthians #football #brazilseriea

AI match predictions

@ai_match_prediction · Post #11159 · 22.03.2026 г., 13:05

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Brazil Serie A🇧🇷 2026-03-22 19:00 UTC Vasco DA Gama vs. Gremio Predicted outcome: Vasco DA Gama✅ Predicted score: 2:1 Actual: Vasco DA Gama 2:1 #VascoDAGama#Gremio 2026-03-22 19:00 UTC Atletico Paranaense vs. Coritiba Predicted outcome: Coritiba❌ Predicted score: 1:2 Actual: Atletico Paranaense 2:0 #AtleticoParanaense#Coritiba 2026-03-22 19:00 UTC Cruzeiro vs. Santos Predicted outcome: Cruzeiro❌ Predicted score: 2:1 Actual: Draw 0:0 #Cruzeiro#Santos 2026-03-22 19:00 UTC remo vs. Bahia Predicted outcome: Bahia❌ Predicted score: 1:2 Actual: remo 4:1 #remo#Bahia 2026-03-22 21:30 UTC Internacional vs. Chapecoense-sc Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Internacional 2:0 #Internacional#Chapecoensesc 2026-03-22 21:30 UTC Vitoria vs. Mirassol Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Vitoria 1:0 #Vitoria#Mirassol 2026-03-22 23:30 UTC Corinthians vs. Flamengo Predicted outcome: Flamengo❌ Predicted score: 1:2 Actual: Draw 1:1 #Corinthians#Flamengo #Football#BrazilSerieA

Hashtags

#vascodagama #gremio #atleticoparanaense #coritiba #cruzeiro #santos #remo #bahia #internacional #chapecoensesc #vitoria #mirassol #corinthians #flamengo #football #brazilseriea