**Today we will examine
It allows a class instance to work as a function, preserving the state and filtering rules. ⚙️
Let's create a filter for numbers that only passes even ones and strictly greater than a specified threshold:
Let's use the filter in practice:
Now each instance can have its own rules:
🔥 So,
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__call__ — a data filter object!** 🧠It allows a class instance to work as a function, preserving the state and filtering rules. ⚙️
Let's create a filter for numbers that only passes even ones and strictly greater than a specified threshold:
class EvenFilter:
def __init__(self, threshold):
self.threshold = threshold
def __call__(self, numbers):
return [n for n in numbers if n % 2 == 0 and n > self.threshold]
Let's use the filter in practice:
f = EvenFilter(5)
nums = [1, 4, 6, 7, 10]
print(f(nums)) # [6, 10]
Now each instance can have its own rules:
f2 = EvenFilter(8)
print(f2(nums)) # [10]
🔥 So,
__call__ turns an object into a "smart function" with memory and customizable logic. 💡#Python #DataScience #Programming #Coding #Tech #HelloEncyclo
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