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JupyterHub для сотен пользователей на Kubernetes — легко 👀

Запустить JupyterHub на Kubernetes для сотни специалистов — та ещё задачка. Обычно образы ноутбуков слишком тяжёлые, разработчики ограничены в выборе библиотек, а ресурсы кластера используются неэффективно.

Как мы создали кастомный Spawner для более 200 специалистов и решили эти проблемы — у нас в новой статье на Хабре
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JupyterHub для сотен пользователей на Kubernetes — легко 👀

Запустить JupyterHub на Kubernetes для сотни специалистов — та ещё задачка. Обычно образы ноутбуков слишком тяжёлые, разработчики ограничены в выборе библиотек, а ресурсы кластера используются неэффективно.

Как мы создали кастомный Spawner для более 200 специалистов и решили эти проблемы — у нас в новой статье на Хабре

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The global forecast for the Asian markets is murky following recent volatility, with crude oil prices providing support in what has been an otherwise tough month. The European markets were down and the U.S. bourses were mixed and flat and the Asian markets figure to split the difference.The TSE finished modestly lower on Friday following losses from the financial shares and property stocks.For the day, the index sank 15.09 points or 0.49 percent to finish at 3,061.35 after trading between 3,057.84 and 3,089.78. Volume was 1.39 billion shares worth 1.30 billion Singapore dollars. There were 285 decliners and 184 gainers.

The messaging service and social-media platform owes creditors roughly $700 million by the end of April, according to people briefed on the company’s plans and loan documents viewed by The Wall Street Journal. At the same time, Telegram Group Inc. must cover rising equipment and bandwidth expenses because of its rapid growth, despite going years without attempting to generate revenue.

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