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
#Internships
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InteRussia is a fellowship program for young professionals worldwide, implemented by the Gorchakov Fund in partnership with leading Russian universities, expert centers, and industry partners.
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Applications are now open for InteRussia fellowships⭕️
InteRussia is a fellowship program for young professionals worldwide, implemented by the Gorchakov Fund in partnership with leading Russian universities, expert centers, and industry partners.
⭕️ The program offers hands-on professional experience in Russia, direct engagement with top experts, and the opportunity to become part of a global professional community. More than 500 participants from 70 countries have already completed InteRussia fellowships — now it’s your turn to join.
Which fellowships can you apply for?
⭕️International Relations (all over the world)
⭕️Oriental Studies (post-Soviet countries, the Middle East, and North Africa)
⭕️Archeologists (post-Soviet countries, the Middle East, North Africa, India, and Pakistan)
⭕️Journalism (South Asia)
⭕️Journalism (the Middle East and North Africa)
⭕️Journalism (Sub-Saharan Africa)
⭕️Russian Studies (all over the world)
⭕️Medicine (all over the world)
⭕️Information Technology (all over the world)
⭕️Electric Power (the Middle East and Africa)
⭕️Energy (Latin America)
⭕️Theatre Arts (BRICS+ countries)
⭕️ More details and application guidelines are available at interussia.com.
The InteRussia fellowships are implemented with the support of the Presidential Grants Foundation, Rossotrudnichestvo, and the Ministry of Education of Russia.
#InteRussia#fellowships#internships
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🔗Link to the application
Young Professional Internships Program (YPIP) is funded by the U.S. Embassy in Tashkent and implemented by American Councils for International Education.
#YPIP2026#Internships#YouthOpportunities
🎓Applications for YPIP 2026 are NOW OPEN!
Are you ready to launch your professional journey next summer?
The Young Professional Internships Program (YPIP) provides university students from Uzbekistan the opportunity to strengthen their professional skills through summer internships with leading companies, NGOs, and organizations in Tashkent.
🟣Participants will:
- Gain hands-on work experience in business, STEM, and other fields
- Take part in professional development workshops and field trips
- Network with peers, mentors, and industry leaders
- Receive guidance from established professionals
✔️Eligibility:
- Commitment to a career in business or STEM
- Citizens of Uzbekistan, currently residing in the country
- Enrolled at a local university as a 3rd or 4th-year student, or graduating by May 2026
- Proficiency in English
⏰ Application Deadline: December 8, 2025
📌Link to the application
Young Professional Internships Program (YPIP) is funded by the U.S. Embassy in Tashkent and implemented by American Councils for International Education.
#YPIP2026#Internships#YouthOpportunities
🔥🔥🔥
Applications are now open for InteRussia fellowships⭕️
InteRussia is a fellowship program for young professionals worldwide, implemented by the Gorchakov Fund in partnership with leading Russian universities, expert centers, and industry partners.
⭕️ The program offers hands-on professional experience in Russia, direct engagement with top experts, and the opportunity to become part of a global professional community. More than 500 participants from 70 countries have already completed InteRussia fellowships — now it’s your turn to join.
Which fellowships can you apply for?
⭕️International Relations (all over the world)
⭕️Oriental Studies (post-Soviet countries, the Middle East, and North Africa)
⭕️Archeologists (post-Soviet countries, the Middle East, North Africa, India, and Pakistan)
⭕️Journalism (South Asia)
⭕️Journalism (the Middle East and North Africa)
⭕️Journalism (Sub-Saharan Africa)
⭕️Russian Studies (all over the world)
⭕️Medicine (all over the world)
⭕️Information Technology (all over the world)
⭕️Electric Power (the Middle East and Africa)
⭕️Energy (Latin America)
⭕️Theatre Arts (BRICS+ countries)
⭕️ More details and application guidelines are available at interussia.com.
The InteRussia fellowships are implemented with the support of the Presidential Grants Foundation, Rossotrudnichestvo, and the Ministry of Education of Russia.
#InteRussia#fellowships#internships
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#other#cvrve#internships#jobs#summer_2025#university
You can find a detailed, regularly updated list of tech internships for Summer 2026 in the U.S., Canada, and remote options, covering roles in software, quant, data, and more. This list is maintained collaboratively and includes direct application links, company info, and location details. You can also join a Discord community to get instant notifications when new internships open, helping you apply early and connect with peers. The repository encourages contributions, so you can help keep it current. This resource streamlines your internship search, saving time and increasing your chances of landing a great tech internship[5].
https://github.com/vanshb03/Summer2026-Internships