Python can substitute an empty context manager without conditions inside!
It often happens that a resource needs to be opened via
This usually leads to code duplication or conditions around
`nullcontext(obj)
But note that
π₯
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It often happens that a resource needs to be opened via
with, and sometimes the object is already ready and there's no need to open anything.This usually leads to code duplication or conditions around
with:if need_open:
f = open(...)
else:
f = existing_file
`nullcontext(obj)
behaves like an empty context manager and allows you to maintain a single execution flow.
This is especially useful for APIs, tests, optional resources, dependency injection, and functions that can accept both a path and a ready-made object.
with ctx as resource:
process(resource)
But note that
nullcontext() does not close the passed object β it simply passes it on further.π₯
nullcontext() helps to unify scenarios with optional context managers and significantly simplifies the architecture of IO code.#Python #ContextManager #CodingTips #DevLife #Programming #Tech
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Do you know that Python can shift sequences without slicing and creating new lists?
When you need to cyclically shift data, many use slicing:
data = data[-1:] + data[:-1]
But deque.rotate() does this at the level of the data structure and usually works more efficiently for cyclical operations.
q.rotate(1)
A negative value rotates the queue in the other direction.
q.rotate(-2)
This is useful for ring buffers, task schedulers, cyclical queues, and round-robin algorithms.
workers.rotate(-1)
π₯ deque.rotate() allows you to implement cyclical data structures without manual index logic and without creating new lists.
#Python #DataStructures #CodingTips #Programming #Deque #Tech
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When you need to cyclically shift data, many use slicing:
data = data[-1:] + data[:-1]
But deque.rotate() does this at the level of the data structure and usually works more efficiently for cyclical operations.
q.rotate(1)
A negative value rotates the queue in the other direction.
q.rotate(-2)
This is useful for ring buffers, task schedulers, cyclical queues, and round-robin algorithms.
workers.rotate(-1)
π₯ deque.rotate() allows you to implement cyclical data structures without manual index logic and without creating new lists.
#Python #DataStructures #CodingTips #Programming #Deque #Tech
β¨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
βοΈ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
π Level up your AI & Data Science skills with HelloEncyclo β a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
β 13 courses live + 40+ coming soon
π― One access, lifetime updates
π Use code: PRESALE-BOOK-WAVE-2GFG
π https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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Sign up for FREE and save your seat here: luma.com/qgz4g4r7
Why should you join?
Many people interested in AI Engineering are asking the same questions:
β Where do I start?
π€ Do I need deep math first?
π§ Should I focus on ML, LLMs, RAG, or AI agents?
π§ How do I avoid wasting time learning the wrong things?
π How do I go from learning to becoming hireable?
If youβre interested in AI Engineering but unsure how to approach it, this livestream is for you.
What youβll learn
β¦ What AI Engineering really is
β¦ Where beginners should start
β¦ What skills and topics actually matter
β¦ Common mistakes to avoid
β¦ Self-study vs bootcamp vs MSc
β¦ How to think about becoming hireable in AI
β¦ Practical advice from someone already working in the field
Sign up for FREE and save your seat: luma.com/qgz4g4r7