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
Green University and Clean Air Asia Sign Memorandum of Understanding
🔴Green University has officially signed a Memorandum of Understanding with Clean Air Asia to strengthen collaboration on air quality, climate change, and sustainable urban development.
✔️Through this partnership, we will:
✅Conduct joint research and expert projects
✅Organize trainings, workshops, and educational programs
✅Support sustainable city initiatives
✅Enable student and faculty exchanges
🔴This collaboration marks an important step toward cleaner air and a greener future for Asia.
#GreenUniversity#CleanAirAsia#Sustainability#CleanAir#ClimateAction
✉️[email protected]
☎️ +998 55 512 00 77
📍Location
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Environmental Stickers for Vehicles in Uzbekistan — Free and Voluntary 🚗
📅 On December 19 of this year, the National Committee for Ecology and Climate Change, together with relevant ministries and agencies, held an awareness-raising event at the “Fayzobod” Vehicle Diagnostic Inspection Center located in the Mirabad district of Tashkent. The center operates under the Road Safety Service of the Public Security Department of the Ministry of Internal Affairs.
The event was attended by representatives of government bodies, civil society institutions, non-governmental non-profit organizations, political parties, citizens’ self-governance bodies (mahallas), as well as mass media representatives.
♻️ What is an environmental sticker?
An environmental sticker is not a fine or a restriction, but an indicator of a vehicle’s environmental condition. It is a symbol of the driver’s responsibility and contribution to clean air and a sustainable future for the country.
❗️Important: Environmental stickers are provided free of charge.
📍 How and to whom are the stickers issued?
Environmental stickers are issued:
free of charge based on the vehicle owner’s voluntary electronic application;
during vehicle registration or re-registration, based on the results of the first free diagnostic inspection.
🚦 Environmental categories of vehicles
Within the framework of the system, vehicles will be gradually classified into the following categories:
🟢 “clean”
🟡 “moderate”
🔴 “polluting”
The category is determined according to environmental standards, while the color of the sticker reflects the level of the vehicle’s impact on the environment.
🔄 Owners of vehicles classified as “moderate” or “polluting” have the right once a year to undergo a free re-diagnostic inspection, improve the environmental category of their vehicle, and receive a new environmental sticker.
🌱 Why is this important?
Despite the measures being taken, air pollution levels in the country remain high.
An extremely dry autumn, annual reductions in water resources, as well as emissions from industrial enterprises and vehicles have led to the fact that Tashkent and other settlements are among the regions with high levels of air pollution.
📊 According to medical statistics,
in 2024, 11,034.8 cases of respiratory and allergic diseases per 100,000 population were recorded nationwide, a significant proportion of which occurred among children.
Air pollution directly affects public health, socio-economic development, and the international image of the country.
📜 Legal framework
The “Environmental Transport” system is being introduced in accordance with the Resolution of the Cabinet of Ministers of the Republic of Uzbekistan dated November 28, 2025, No. 750, and will be implemented in stages:
2025–2027 — Tashkent city
2028–2030 — Nukus city and regional centers
2031–2034 — all other regions of the country
🏙 Environmental zones
The boundaries of environmental zones will be determined by local Councils of People’s Deputies.
Within these zones, the movement of vehicles belonging to the “moderate” and “polluting” categories without an environmental sticker will be restricted. At the same time, social and compensation mechanisms are предусмотрены for residents and workers permanently living or working in these areas.
✨ An environmental sticker is a small step with a big impact.
It helps foster environmental awareness, reduce air pollution, and make our cities healthier and more comfortable to live in.
📢 Join us!
Get your environmental sticker for free and become part of Uzbekistan’s environmental transformation 🌍💚
#EnvironmentalTransport#EcoSticker#CleanAir#Ecology#Tashkent#Uzbekistan
☘️ Read the latest environmental news on @ekologuz.
Subscribe to our page and send your suggestions and feedback via @eklguz_bot.
Air Quality Assessment in Termez 2025: Toward Cleaner Air and Clearer Skies
🔴On December 16, 2025, Green University, together with UNEP and the Finnish Meteorological Institute, presented the results of the air quality assessment in Termez. The event brought together government representatives, experts, development partners, media, and civil society.
🔴The assessment, conducted at the request of the National Committee on Ecology and Climate Change of Uzbekistan, was based on data from the first automatic reference air monitoring station installed in Termez in 2024 with the support of the Zamin Foundation. The study identified key pollution sources and provided science-based recommendations to improve air quality.
🔴The discussion also covered new air quality management strategies, including the work of Uzhydromet and youth-focused environmental initiatives by the Zamin Foundation.
#AirQuality#CleanAir#Termez#Uzbekistan#GreenUniversity#UNEP#FMI#ClimateAction#EnvironmentalProtection
✉️[email protected]
☎️ +998 55 512 00 77
📍Location
🌐Website | 📱Telegram | 📱Instagram | 📱LinkedIn | 🟥YouTube