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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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SpotOnChain | Announcement

@spotonchain · Post #1073 · 13.01.2025 г., 06:23

Arthur Hayes (@CryptoHayes) just unstaked and deposited 7.9M $ENA ($6.44M) to #Binance and #Bybit as the price dropped 9% in the past 24 hours. He previously accumulated 16.79M $ENA at ~$0.666 ($11.19M) in late Nov 2024 and staked them for rewards. To date, he has deposited 16.9M $ENA back to CEXs at ~$1.01 ($17M), likely earning $5.52M (+48%). Follow @spotonchain and check out the #ArthurHayes entity via https://platform.spotonchain.ai/en/platform/entity/1552

Crypto M - Crypto News

@CryptoM · Post #64544 · 09.04.2026 г., 07:13

🚀 Arthur Hayes: AI to Enhance Institutional Trading Dominance Over Retail Investors Arthur Hayes has expressed that artificial intelligence will enable institutional trading systems to surpass retail traders in direct market competition. According to NS3.AI, Hayes advised retail investors to steer clear of short-term speculation and instead focus on holding cryptocurrencies for the long term. #ArthurHayes#AI#InstitutionalTrading#RetailInvestors#Cryptocurrency#LongTermInvesting#NS3AI#MarketCompetition

Crypto M - Crypto News

@CryptoM · Post #65140 · 11.04.2026 г., 11:34

🚀 Arthur Hayes Increases HYPE Holdings After Three-Month Hiatus Arthur Hayes has made a significant move in the cryptocurrency market by purchasing 26,022 HYPE tokens, valued at approximately $1.1 million, after a nearly three-month break. According to BlockBeats, this acquisition brings his total holdings to 247,334 HYPE tokens, worth around $10.44 million, with an unrealized profit exceeding $2.5 million. #ArthurHayes#HYPEHoldings#Cryptocurrency#CryptoMarket#BlockBeats#CryptoInvestment#HYPETokens#UnrealizedProfit

Crypto M - Crypto News

@CryptoM · Post #64501 · 09.04.2026 г., 03:54

🚀 Arthur Hayes Skeptical of Iran's Alleged Bitcoin Toll Collection Arthur Hayes expressed skepticism about Iran's purported acceptance of Bitcoin for toll payments on April 9. According to BlockBeats, Hayes stated that he would only believe Iran is collecting tolls in Bitcoin if he sees actual transactions on the Bitcoin blockchain. Otherwise, he considers it a tactic by the Islamic Revolutionary Guard Corps to mock the Western fiat currency financial system. #ArthurHayes#Iran#Bitcoin#TollPayments#Blockchain#Cryptocurrency#IslamicRevolutionaryGuardCorps#FiatCurrency#FinancialSystem#BTC

Venture Village Wall 🦄

@venturevillagewall · Post #4218 · 22.02.2025 г., 13:00

Ethereum Rollback Proposed After Bybit Hack Arthur Hayes proposes rolling back Ethereum to a block prior to the $1.5B Bybit hack, arguing it would benefit both the platform and holders. He asserts that Ethereum’s immutability can be revisited, citing prior instances. Support for the rollback comes from Bitcoin maximalist Samson Mow, suggesting it could limit funding for North Korea’s nuclear program. The plan involves pausing all ETH trading and renaming the hacked chain to ETHNK. Bybit CEO assures that company assets exceed the lost amount, with significant reserves remaining secure. For details, read more here. #Ethereum#Bybit#Crypto#Blockchain#Security#Hack#SamsonMow#ArthurHayes#ETH#VC#LazarusGroup#NorthKorea#Defi#Investing#Market#Trading#USDT#WhaleAlert

Crypto M - Crypto News

@CryptoM · Post #65116 · 11.04.2026 г., 04:00

🚀 Arthur Hayes Warns of Potential Federal Reserve Intervention in Private Credit Market Arthur Hayes has highlighted concerns regarding the approximately $1.8 trillion private credit market, suggesting that stress within this sector could necessitate a liquidity intervention by the Federal Reserve. According to NS3.AI, Hayes noted that regulators are currently scrutinizing the exposure of banks and insurance companies as the sector faces rising redemptions and an increase in non-performing loans. #ArthurHayes#FederalReserve#PrivateCredit#LiquidityCrisis#Banking#Finance#NonPerformingLoans#CreditMarket#Regulation

Venture Village Wall 🦄

@venturevillagewall · Post #3809 · 07.01.2025 г., 07:00

BTC & ETH ETFs See Massive Inflows 🎄Christmas Update on Crypto ETFs! BTC ETFs had an inflow of $978.6 million, while ETH ETFs attracted $128.7 million. Ex-BitMEX head Arthur Hayes predicts the bullish phase may peak by mid-March, suggesting to increase risk but take profits before April due to upcoming tax and liquidity tightening cycles. Positive dollar momentum is expected to boost liquidity by $612 billion. Key drivers include a decrease in RRP funds and TGA usage by the U.S. Treasury. 🚀 For more details, visit: Wu Blockchain News #Crypto#BTC#ETH#ETF#ArthurHayes#MarketTrends#Liquidity#RRP#TGA#QuantitativeTightening#Finance#Investing#BullMarket#CryptoNews#MarketPredictions#Inflows#Christmas2025#LiquidityDrivers

Venture Village Wall 🦄

@venturevillagewall · Post #3995 · 27.01.2025 г., 04:00

Ethereum ETF Sees Major Inflows The Ethereum spot ETF recorded a net inflow of $139M last week, with Blackrock's Ethereum ETF, ETHA, gaining $135M. However, on January 27, the crypto market saw declines across sectors, with DeFAI down 28.73%. Other sectors like AI Agents saw a 16.91% drop. U.S. crypto czar David Sacks noted ongoing evaluations regarding Bitcoin and digital assets. Meanwhile, Rosseti, Russia's state power company, plans to introduce Bitcoin mining to leverage idle power resources. Runetoshi's new memecoin, Runes, faced volatility, dropping from $28M to $500k in market value. Arthur Hayes predicts Bitcoin could dip to $70,000 before a future rise to $250,000 this year. More on ETF inflows | Market drop details | David Sacks comments | Rosseti's Bitcoin mining | Runes token collapse | Hayes Bitcoin predictions #Ethereum#ETF#Crypto#Bitcoin#Russia#Mining#Securities#Stablecoins#PricePrediction#DigitalAssets#Memecoin#MarketDrop#Runetoshi#DeFi#AI#QuantitativeEasing#USDC#WhaleAlert#MarketVolatility#FinancialCrisis#ArthurHayes