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Изворен канал @pythonotes · Post #335 · 29 мар.

В Linux стандартными средствами можно использовать часть оперативной памяти как диск. Для этого требуется указать тип монтирования tmpfs в команде mount mount -t tmpfs -o size=5G tmpfs /mnt/ram Теперь путь /mnt/ram можно использовать как обычный каталог. Для чего это может быть нужно? ▫️ Скорость работы с таким каталогом выше чем многие SSD и тем более HDD. ▫️ Если у вас очень быстрый SSD на NVMe M.2 то такой способ особо не прибавит вам скорости, но поможет сохранить ресурс SSD когда требуется обрабатывать очень много мелких файлов и оперативка позволяет выделить нужный объем. ▫️ Оперативка это энергозависимая память, поэтому выключении питания все файлы безвозвратно теряются. Такой "non persistent" каталог гарантирует удаление временных файлов. Я написал небольшой скрипт для условного теста и сравнения скорости копирования файлов между SSD и RAM. Вот мои результаты: Single File Size: 30.0Gb ssd > ssd: 0:00:12.850 / 2.3Gb/s sdd > ram: 0:00:06.453 / 4.6Gb/s ram > ram: 0:00:06.995 / 4.3Gb/s ram > sdd: 0:00:06.217 / 4.8Gb/s Dir size: 32.7Gb, File count: 11127 ssd > ssd: 0:00:15.063 / 2.2Gb/s sdd > ram: 0:00:08.486 / 3.9Gb/s ram > ram: 0:00:08.032 / 4.1Gb/s ram > sdd: 0:00:07.026 / 4.7Gb/s Скрипт для теста ↗️ На моём железе прирост скорости ~2x. Плюс экономия ресурса SSD. В Windows такой фишки по умолчанию нет, но обязательно найдутся аналогичные решения #linux#triks

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djangoproject

@djangoproject · Post #194 · 31.10.2016 г., 12:39

https://www.coursera.org/specializations/data-science-python?utm_medium=email&utm_source=marketing&utm_campaign=2QBGEJZREeajEnVsu251ig The 5 courses in this #University of #Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have basic a python or programming background, and want to apply statistical, machine learning, information visualization, and text analysis techniques to gain new insight into their data. Introduction to Data Science with Python (course 1), Applied Plotting, Charting & Data Representation in Python (course 2), and Applied Machine Learning in Python (course 3) should be taken in order and prior to any other course in the specialization. After completing those, courses 4 and 5 can be taken in any order. All 5 are required to earn a certificate.

American Оbserver

@american_observer · Post #4917 · 21.01.2026 г., 15:59

The most massive accident since the beginning of the year in the United States involving more than 100 cars in Michigan. #massive#accident#cars#michigan 📱American Оbserver - Stay up to date on all important events 🇺🇸

Pensiero Verticale

@verticale_blog · Post #574 · 29.09.2025 г., 17:57

Quando la vi*lenza diventa strumento di politica estera, prima o poi ritorna a bussare alle porte di casa. Le gu*rre combattute lontano, la retorica della libertà usata come maschera di interessi economici, l’addestramento alla disumanizzazione: tutto ciò si traduce oggi in una società che implode sotto il peso delle proprie stesse contraddizioni. La lezione è chiara: ciò che un impero esporta, inevitabilmente lo eredita. #guerra#michigan#detroit#attualita#news#oggi#america

r_iww

@r_iww · Post #4865 · 21.02.2026 г., 07:35

Chipotle Michigan Unionization with Teamsters (3 years & 6 months on) August 2022, workers at a Chipotle in Lansing, Michigan, voted 11-3 to unionize, becoming the first and only employees at the chain to ever win union recognition. Three years later, they still don’t have a contract. After years of bargaining, the Chipotle corporation and Teamsters have indefinitely paused negotiations, and workers no longer anticipate a collective bargaining agreement at their store. https://jacobin.com/2026/02/chipotle-unionization-michigan-teamsters-organizing \#Chipotle#LabourMovement#MIchigan#Organize#Teamsters#Unions https://redd.it/1r8f9ni @r_iww

Venture Village Wall 🦄

@venturevillagewall · Post #4148 · 14.02.2025 г., 10:00

New Developments in Tech and Crypto News • Russian electronic voting to become mandatory at all levels, limiting paper ballots. More info here. • VK acquires 25% of office software developer R7 for approx. 2.5–3.5 billion rubles. Read more here. • Russia sees illegitimate web traffic rise to 12%, with half from botnets. More details here. • TikTok returns to U.S. app stores after a 25-day hiatus, facing a 50-day deadline for ByteDance to divest its U.S. operations. Update here. • Apple plans to integrate AI functions in iPhones in China by May, using Alibaba's models for compliance. More info here. • Avride begins testing delivery robots with Uber Eats in Jersey City. Full update here. • Michigan lawmakers propose investing 10% of state funds in crypto. Details here. • Ethereum developers release Pectra client software before April mainnet upgrade. Check here. • Aave records its highest revenue month ever in January. See more here. • Doodles NFT project announces DOOD token on Solana, issuing 10 billion tokens, 68% for the community. Update here. • BNB Chain faces user influx challenges after CZ's controversial comments, causing a 10% drop in BNB price. More info here. • President of El Salvador, Bukele, meets with Michael Saylor to discuss Bitcoin. More details here. #E-voting #Russia#VK#R7#WebTraffic#TikTok#ByteDance#Apple#AI#China#Avride#UberEats#Crypto#Michigan#Ethereum#Aave#NFT#Doodles#BNB#ElSalvador#Bitcoin