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این یکی واقعاً جالبه، جایگزین Flake8, isort, black, pyupgrade, ... با سرعت خیلی بیشتر. Ruff که با Rust نوشته شده، و پروژه Scipy, Pandas, FastApi, ... هم سمتش رفتند.
ابزار جدیدی از astral اومده به اسم uv جاگزینی خواهد بود برای pip, poetry, ...
البته درحال حاضر خیلی خام هست ولی بطور خیره کننده‌ای سرعت بالایی داره حتما یک سری بهش بزنید.

uv: Python packaging in Rust

پ.ن: از cache یک سری پکیج هوش مصنوعی نصب کردم 0.35sec طول کشید همین مورد با pip بیشتر از 30sec زمان می‌بره.
البته بازم میگم؛ هنوز پیشنهاد نمیکنم روی پروژه استفاده بشه.



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ابزار جدیدی از astral اومده به اسم uv جاگزینی خواهد بود برای pip, poetry, ...
البته درحال حاضر خیلی خام هست ولی بطور خیره کننده‌ای سرعت بالایی داره حتما یک سری بهش بزنید.

uv: Python packaging in Rust

پ.ن: از cache یک سری پکیج هوش مصنوعی نصب کردم 0.35sec طول کشید همین مورد با pip بیشتر از 30sec زمان می‌بره.
البته بازم میگم؛ هنوز پیشنهاد نمیکنم روی پروژه استفاده بشه.

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Should You Buy Bitcoin?

In general, many financial experts support their clients’ desire to buy cryptocurrency, but they don’t recommend it unless clients express interest. “The biggest concern for us is if someone wants to invest in crypto and the investment they choose doesn’t do well, and then all of a sudden they can’t send their kids to college,” says Ian Harvey, a certified financial planner (CFP) in New York City. “Then it wasn’t worth the risk.” The speculative nature of cryptocurrency leads some planners to recommend it for clients’ “side” investments. “Some call it a Vegas account,” says Scott Hammel, a CFP in Dallas. “Let’s keep this away from our real long-term perspective, make sure it doesn’t become too large a portion of your portfolio.” In a very real sense, Bitcoin is like a single stock, and advisors wouldn’t recommend putting a sizable part of your portfolio into any one company. At most, planners suggest putting no more than 1% to 10% into Bitcoin if you’re passionate about it. “If it was one stock, you would never allocate any significant portion of your portfolio to it,” Hammel says.

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