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How to Dynamically Create a Class at Runtime in Python?
You can dynamically create a class in Python using the built-in
Example:
Explanation:
*
*
*
Output:
This is a powerful feature used in metaprogramming and framework design.
#PythonTips #Metaclass #PythonOOP #DynamicClass #typeFunction #AdvancedPython #CodingTips
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You can dynamically create a class in Python using the built-in
type()
function. This is one of the simplest ways to leverage metaclasses.Example:
# Create a new class dynamically
MyDynamicClass = type('MyDynamicClass', (object,), {
'say_hello': lambda self: print("Hello!")
})
# Use the dynamically created class
obj = MyDynamicClass()
obj.say_hello()
Explanation:
*
'MyDynamicClass'
: Name of the new class*
(object,)
: Tuple of base classes (here, just inheriting from object
)*
{'say_hello': ...}
: Dictionary of attributes/methods for the classOutput:
Hello!
This is a powerful feature used in metaprogramming and framework design.
#PythonTips #Metaclass #PythonOOP #DynamicClass #typeFunction #AdvancedPython #CodingTips
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Python | Machine Learning | Data Science | WhatsApp Channel
Python | Machine Learning | Data Science WhatsApp Channel. Welcome to our official WhatsApp Channel – your daily dose of AI, Python, and cutting-edge technology!
Here, we share:
Python tutorials and ready-to-use code snippets
AI & machine learning tips…
Here, we share:
Python tutorials and ready-to-use code snippets
AI & machine learning tips…
---
🌟 Scenario:
Imagine you have a variable in a class and want to access it in a method. For example:
class MyClass:
my_variable = "I am a class variable"
def my_method(self):
return f"Accessing variable: {self.my_variable}"
# Test
obj = MyClass()
print(obj.my_method())
---
🔍 Explanation:
- In this example,
my_method
is a regular instance method with the self
argument. - You can access the class variable with
self.my_variable
, but you need to create an instance of the class (obj = MyClass()
). - What if you want to access it without creating an instance? That’s where
@classmethod
comes in! ---
If you want to access the variable directly using the class name, use
@classmethod
:class MyClass:
my_variable = "I am a class variable"
@classmethod
def my_method(cls):
return f"Accessing variable: {cls.my_variable}"
# Test
print(MyClass.my_method())
---
- In the first case (regular method), you need to create an instance to call the method.
- In the second case (with
@classmethod
), you can call the method directly with the class name (
MyClass.my_method()) and
cls gives you access to class variables. - Another option is
@staticmethod
, but you’d have to manually write the class name (e.g., MyClass.my_variable
).---
- If you want to work with an instance ➡️ Use a regular method with
self
. - If you want to work directly with the class ➡️ Use
@classmethod
. Which method do you like more? Drop your thoughts in the comments! 🗣️
#Python #ProgrammingTips #PythonClass
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Your go-to hub for Python and Data Science—featuring questions, answers, quizzes, and interview tips to sharpen your skills and boost your career in the data-driven world.
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