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
#GSTRateChange Consumers who come across cases of unjustified price increases of essential goods or services that use the GST increase as a cover can provide their feedback to the Committee Against Profiteering (CAP) at www.cap.gov.sg/shareyourfeedback. All feedback submitted will be reviewed by CAP, and further investigated if necessary, to identify businesses that may have engaged in unjustified price increases on the pretext of the GST increase.
For more information, please visit CAP’s website.
#GSTRateChange Only GST-registered businesses can charge GST from their effective date of GST registration. You can check if a business is GST-registered at https://go.gov.sg/gst-registered-business-search.
Non-GST registered businesses are not allowed to charge GST.
#GSTRateChange Do you know how much GST will be charged, for transactions that span the rate change? It all depends on when the invoice is issued, whether payment is made and if the goods/services have been delivered/performed. Read on for some scenarios you might find yourself in!
👉🏼More info on the transitional rules for the rate change
#GSTRateChange From 1 Jan 2024, you should see price displays from GST-registered businesses, with GST charged at 9%. Prices that are quoted, whether written or verbal, should be GST-inclusive so that you know the final price pay upfront.
👉🏼 Click here for more info on price displays
#GSTRateChange With the second step of the GST rate change approaching, IRAS reminds all businesses to ensure that their systems are ready to incorporate the new 9% GST rate with effect from 1 Jan 2024 and to take active steps to avoid rate change errors during implementation.
👉🏼Click here for more on getting your business ready for the second rate change and common rate change errors to avoid
#GSTRateChange Businesses are strongly encouraged to start preparation early for a smooth transition to the GST rate of 9% on 1 Jan 2024. Here are 3 main things for businesses to do, ahead of the second GST rate change.
👉🏼Click here for more information on preparing for the rate change
#GSTRateChange PSA: Only GST-registered businesses can charge GST from their effective date of GST registration. You can check if a business is GST-registered at https://go.gov.sg/gst-registered-business-search.
Non-GST registered businesses are not allowed to charge GST.
#GSTRateChange Do you know how much GST will be charged, for transactions that span the rate change? It all depends on when the invoice is issued, whether payment is made and if the goods/services have been delivered/performed. Read on for some scenarios you might find yourself in!
👉🏼Click here for more info on the transitional rules for the rate change
#GSTRateChange Heading to the 24-hour store to grab some post-NYE party essentials in the wee hours of 1 Jan 2024? #DidYouKnow that you may only be charged GST at 8% on your purchase, if it is the supplier’s normal accounting practice to treat sales made after midnight as sales of the preceding day!
👉🏼Click here for more info on the transitional rules for the rate change
#GSTRateChange Making a run to the 24-hour store in the wee hours of 1 Jan?#DidYouKnow you may only be charged GST at 7% on your purchase, if it is the supplier’s normal accounting practice to treat sales made after midnight as sales of the preceding day!
👉🏼 Click here for more info on the transitional rules for the rate change
Navigate the right GST rate to pay for transactions spanning the rate change with new mummy and her bestie! 💁♀️💡
A transaction is considered to span the GST rate change if one or two of the following events takes place wholly or partially on/after 1 Jan 2024:
- The issuance of invoice by supplier
- The receipt of payment by supplier
- The delivery of goods or performance of services
More info at go.gov.sg/irasgst-rc-consumers
#GST#GSTRateChange#skit#iras#irassg
🎵 We carry through, do what we need to do~ Yes, I’m a GST-registered business just like you 🎵
Here are 3 key things GST-registered businesses need to prepare for the 2024 GST rate change:
1) Update systems to incorporate 9% GST from 1 Jan 2024
2) Prepare price displays to reflect 9% GST from 1 Jan 2024
3) Understand transitional rules to apply the correct GST rate for transactions spanning 1 Jan 2024
Learn more at go.gov.sg/irasgst-rc-businesses
#GST#GSTRateChange#iamjustlikeyou#iras#irassg