The Python library itertools contains many useful functions. 🐍✨
One of them is compress(), which returns an iterator over the elements from data, for which the corresponding element in selectors is equal to True. 🔍💻
Here's an example: 📝👇
#Python #Programming #Itertools #Coding #Tech #DataScience
One of them is compress(), which returns an iterator over the elements from data, for which the corresponding element in selectors is equal to True. 🔍💻
Here's an example: 📝👇
#Python #Programming #Itertools #Coding #Tech #DataScience
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Cheat sheet on the basics of Python: 🐍📚
basic syntax and language rules 📝
scalar types — basic data types (int, float, bool, str, NoneType) 🔢
datetime — working with date and time 📅⏰
data structures — Python data structures (list, tuple, dict, set) 🗄
list — mutable lists for storing data collections 📋
tuple — immutable sequences of values 🔒
dict (hash map) — storing data in a key-value format 🗝
set — unique elements without order 🔘
slicing — obtaining parts of sequences through indices and step ✂️
module/library — connecting modules and libraries 🔌
help functions — using help() and dir() to explore the Python API 🛠
#Python #Coding #DataScience #Programming #Tech #DevCommunity
basic syntax and language rules 📝
scalar types — basic data types (int, float, bool, str, NoneType) 🔢
datetime — working with date and time 📅⏰
data structures — Python data structures (list, tuple, dict, set) 🗄
list — mutable lists for storing data collections 📋
tuple — immutable sequences of values 🔒
dict (hash map) — storing data in a key-value format 🗝
set — unique elements without order 🔘
slicing — obtaining parts of sequences through indices and step ✂️
module/library — connecting modules and libraries 🔌
help functions — using help() and dir() to explore the Python API 🛠
#Python #Coding #DataScience #Programming #Tech #DevCommunity
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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:
But
A negative value rotates the queue in the other direction. ⬅️
This is useful for ring buffers, task schedulers, cyclical queues, and round-robin algorithms. 🔄
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#Python #Programming #Deque #CodingTips #Tech #DevCommunity
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)
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deque.rotate() allows you to implement cyclical data structures without manual index logic and without creating new lists. 💡#Python #Programming #Deque #CodingTips #Tech #DevCommunity
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"Open Data Structures" is another very useful free resource for anyone studying data structures and algorithms. 📚✨
The book discusses the implementation and analysis of basic structures: array-based lists, linked lists, hash tables, binary trees, red-black trees, heaps, sorting algorithms, graphs, and data structures for working with integers. 🔍🧮
This is a full-fledged open textbook for studying one of the fundamental topics of computer science and a good reference that's worth keeping on hand. 💻🌟
https://opendatastructures.org/ods-python.pdf 📄
👉 @PythonRe
#DataStructures #Algorithms #Python #ComputerScience #OpenSource #Learning
The book discusses the implementation and analysis of basic structures: array-based lists, linked lists, hash tables, binary trees, red-black trees, heaps, sorting algorithms, graphs, and data structures for working with integers. 🔍🧮
This is a full-fledged open textbook for studying one of the fundamental topics of computer science and a good reference that's worth keeping on hand. 💻🌟
https://opendatastructures.org/ods-python.pdf 📄
#DataStructures #Algorithms #Python #ComputerScience #OpenSource #Learning
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How to check for the presence of subclasses in Python? 🐍🧐
Here's how you can do it:
This function uses the
#Python #Programming #Subclasses #Coding #Dev #Tech
Here's how you can do it:
import inspect
def has_subclasses(cls):
return any(issubclass(sub, cls) for sub in inspect.getmembers(sys.modules[cls.__module__], inspect.isclass))
This function uses the
inspect module to find all subclasses of the given class. 🛠️#Python #Programming #Subclasses #Coding #Dev #Tech
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